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Genetically Determined Levels of mTOR-Dependent Circulating Proteins and Risk of Multiple Sclerosis
BACKGROUND: Results from observational studies indicate an association between circulating levels of mammalian target of rapamycin (mTOR)-dependent circulating proteins and the risk of multiple sclerosis (MS). However, a causal association has not been fully elucidated. Mendelian randomization (MR)...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Healthcare
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10195950/ https://www.ncbi.nlm.nih.gov/pubmed/36870011 http://dx.doi.org/10.1007/s40120-023-00455-y |
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author | Zhang, Yao-Chen Fan, Ke-Yi Wang, Qi Hu, Jing-Xi Wang, Qian Zhang, He-Yi Song, Shan Zhao, Rong Qiao, Jun Zhang, Sheng-Xiao |
author_facet | Zhang, Yao-Chen Fan, Ke-Yi Wang, Qi Hu, Jing-Xi Wang, Qian Zhang, He-Yi Song, Shan Zhao, Rong Qiao, Jun Zhang, Sheng-Xiao |
author_sort | Zhang, Yao-Chen |
collection | PubMed |
description | BACKGROUND: Results from observational studies indicate an association between circulating levels of mammalian target of rapamycin (mTOR)-dependent circulating proteins and the risk of multiple sclerosis (MS). However, a causal association has not been fully elucidated. Mendelian randomization (MR) is used to overcome limitations inherent to observational studies, assess the causal association, and minimize bias due to confounding and reverse causation. METHODS: To explore the causal association between seven mTOR-dependent proteins (AKT, RP-S6K, eIF4E-BP, eIF4A, eIF4E, eIF4G, and PKC-α) and MS, we obtained summary statistics from the genome-wide association study (GWAS) meta-analysis of the International Multiple Sclerosis Genetics Consortium (47,429 patients and 68,374 controls) and the INTERVAL study (genetic associations with 2994 plasma proteins from 3301 healthy individuals). MR analyses were conducted using inverse variance weighted, weighted median estimator, and MR-Egger regression methods/models. Sensitivity analyses were performed to ensure the reliability of the findings. Single nucleotide polymorphisms (SNPs) that are independent (r(2) < 0.01) and strongly associated to minerals (p < 1e(−5)) were selected as instrumental variables. RESULTS: The results of the MR analyses revealed that among the seven mTOR-dependent proteins selected for study, the circulating level of PKC-α (odds ratio [OR] 0.90, 95% confidence interval [CI] 0.82–0.98; P = 0.017) and RP-S6K (OR 1.12, 95% CI 1.00–1.25; P = 0.045) were associated with MS risk and that there was no sign of pleiotropy or heterogeneity. PKC-α was negatively related to MS, while RP-S6K was positively related to MS. No significant causation was found between the other proteins studied (AKT, eIF4E-BP, eIF4A, eIF4E, eIF4G) and MS. CONCLUSION: Molecules in the mTOR signaling pathway may bidirectionally regulate the occurrence and development of MS. PKC-α is a protective factor, while RP-S6K is a risk factor. Further explorations of pathways underlying the association between mTOR-dependent proteins and MS are required. PKC-α and RP-S6K might be used as future therapeutic targets for screening high-risk individuals and potentially improving opportunities for targeted prevention strategies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40120-023-00455-y. |
format | Online Article Text |
id | pubmed-10195950 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-101959502023-05-20 Genetically Determined Levels of mTOR-Dependent Circulating Proteins and Risk of Multiple Sclerosis Zhang, Yao-Chen Fan, Ke-Yi Wang, Qi Hu, Jing-Xi Wang, Qian Zhang, He-Yi Song, Shan Zhao, Rong Qiao, Jun Zhang, Sheng-Xiao Neurol Ther Original Research BACKGROUND: Results from observational studies indicate an association between circulating levels of mammalian target of rapamycin (mTOR)-dependent circulating proteins and the risk of multiple sclerosis (MS). However, a causal association has not been fully elucidated. Mendelian randomization (MR) is used to overcome limitations inherent to observational studies, assess the causal association, and minimize bias due to confounding and reverse causation. METHODS: To explore the causal association between seven mTOR-dependent proteins (AKT, RP-S6K, eIF4E-BP, eIF4A, eIF4E, eIF4G, and PKC-α) and MS, we obtained summary statistics from the genome-wide association study (GWAS) meta-analysis of the International Multiple Sclerosis Genetics Consortium (47,429 patients and 68,374 controls) and the INTERVAL study (genetic associations with 2994 plasma proteins from 3301 healthy individuals). MR analyses were conducted using inverse variance weighted, weighted median estimator, and MR-Egger regression methods/models. Sensitivity analyses were performed to ensure the reliability of the findings. Single nucleotide polymorphisms (SNPs) that are independent (r(2) < 0.01) and strongly associated to minerals (p < 1e(−5)) were selected as instrumental variables. RESULTS: The results of the MR analyses revealed that among the seven mTOR-dependent proteins selected for study, the circulating level of PKC-α (odds ratio [OR] 0.90, 95% confidence interval [CI] 0.82–0.98; P = 0.017) and RP-S6K (OR 1.12, 95% CI 1.00–1.25; P = 0.045) were associated with MS risk and that there was no sign of pleiotropy or heterogeneity. PKC-α was negatively related to MS, while RP-S6K was positively related to MS. No significant causation was found between the other proteins studied (AKT, eIF4E-BP, eIF4A, eIF4E, eIF4G) and MS. CONCLUSION: Molecules in the mTOR signaling pathway may bidirectionally regulate the occurrence and development of MS. PKC-α is a protective factor, while RP-S6K is a risk factor. Further explorations of pathways underlying the association between mTOR-dependent proteins and MS are required. PKC-α and RP-S6K might be used as future therapeutic targets for screening high-risk individuals and potentially improving opportunities for targeted prevention strategies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40120-023-00455-y. Springer Healthcare 2023-03-04 /pmc/articles/PMC10195950/ /pubmed/36870011 http://dx.doi.org/10.1007/s40120-023-00455-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/Open AccessThis article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial 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-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Zhang, Yao-Chen Fan, Ke-Yi Wang, Qi Hu, Jing-Xi Wang, Qian Zhang, He-Yi Song, Shan Zhao, Rong Qiao, Jun Zhang, Sheng-Xiao Genetically Determined Levels of mTOR-Dependent Circulating Proteins and Risk of Multiple Sclerosis |
title | Genetically Determined Levels of mTOR-Dependent Circulating Proteins and Risk of Multiple Sclerosis |
title_full | Genetically Determined Levels of mTOR-Dependent Circulating Proteins and Risk of Multiple Sclerosis |
title_fullStr | Genetically Determined Levels of mTOR-Dependent Circulating Proteins and Risk of Multiple Sclerosis |
title_full_unstemmed | Genetically Determined Levels of mTOR-Dependent Circulating Proteins and Risk of Multiple Sclerosis |
title_short | Genetically Determined Levels of mTOR-Dependent Circulating Proteins and Risk of Multiple Sclerosis |
title_sort | genetically determined levels of mtor-dependent circulating proteins and risk of multiple sclerosis |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10195950/ https://www.ncbi.nlm.nih.gov/pubmed/36870011 http://dx.doi.org/10.1007/s40120-023-00455-y |
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