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DNA methylation in the inflammatory genes after neurosurgery and diagnostic ability of post-operative delirium
The pathophysiological mechanisms of postoperative delirium (POD) are still not clear, and no reliable biomarker is available to differentiate those with and without POD. Pre- and post-surgery blood from epilepsy subjects undergoing neurosurgery were collected. DNA methylation (DNAm) levels of the T...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8660911/ https://www.ncbi.nlm.nih.gov/pubmed/34887385 http://dx.doi.org/10.1038/s41398-021-01752-6 |
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author | Yamanashi, Takehiko Nagao, Takaaki Wahba, Nadia E. Marra, Pedro S. Crutchley, Kaitlyn J. Meyer, Alissa A. Andreasen, Ally J. Hellman, Mandy M. Jellison, Sydney S. Hughes, Christopher G. Pandharipande, Pratik P. Howard, III, Matthew A. Kawasaki, Hiroto Iwata, Masaaki Hefti, Marco M. Shinozaki, Gen |
author_facet | Yamanashi, Takehiko Nagao, Takaaki Wahba, Nadia E. Marra, Pedro S. Crutchley, Kaitlyn J. Meyer, Alissa A. Andreasen, Ally J. Hellman, Mandy M. Jellison, Sydney S. Hughes, Christopher G. Pandharipande, Pratik P. Howard, III, Matthew A. Kawasaki, Hiroto Iwata, Masaaki Hefti, Marco M. Shinozaki, Gen |
author_sort | Yamanashi, Takehiko |
collection | PubMed |
description | The pathophysiological mechanisms of postoperative delirium (POD) are still not clear, and no reliable biomarker is available to differentiate those with and without POD. Pre- and post-surgery blood from epilepsy subjects undergoing neurosurgery were collected. DNA methylation (DNAm) levels of the TNF gene, IL1B gene, and IL6 gene by the Illumina EPIC array method, and DNAm levels of the TNF gene by pyrosequencing, were analyzed. Blood from 37 subjects were analyzed by the EPIC array method, and blood from 27 subjects were analyzed by pyrosequencing. Several CpGs in the TNF gene in preoperative blood showed a negative correlation between their DNAm and age both in the POD group and in the non-POD group. However, these negative correlations were observed only in the POD group after neurosurgery. Neurosurgery significantly altered DNAm levels at 17 out of 24 CpG sites on the TNF gene, 8 out of 14 CpG sites on the IL1B gene, and 4 out of 14 CpG sites on the IL6 gene. Furthermore, it was found that the Inflammatory Methylation Index (IMI), which was based on the post-surgery DNAm levels at the selected five CpG sites, can be a potential detection tool for delirium with moderate accuracy; area under the curve (AUC) value was 0.84. The moderate accuracy of this IMI was replicated using another cohort from our previous study, in which the AUC was 0.79. Our findings provide further evidence of the potential role of epigenetics and inflammation in the pathophysiology of delirium. |
format | Online Article Text |
id | pubmed-8660911 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-86609112021-12-27 DNA methylation in the inflammatory genes after neurosurgery and diagnostic ability of post-operative delirium Yamanashi, Takehiko Nagao, Takaaki Wahba, Nadia E. Marra, Pedro S. Crutchley, Kaitlyn J. Meyer, Alissa A. Andreasen, Ally J. Hellman, Mandy M. Jellison, Sydney S. Hughes, Christopher G. Pandharipande, Pratik P. Howard, III, Matthew A. Kawasaki, Hiroto Iwata, Masaaki Hefti, Marco M. Shinozaki, Gen Transl Psychiatry Article The pathophysiological mechanisms of postoperative delirium (POD) are still not clear, and no reliable biomarker is available to differentiate those with and without POD. Pre- and post-surgery blood from epilepsy subjects undergoing neurosurgery were collected. DNA methylation (DNAm) levels of the TNF gene, IL1B gene, and IL6 gene by the Illumina EPIC array method, and DNAm levels of the TNF gene by pyrosequencing, were analyzed. Blood from 37 subjects were analyzed by the EPIC array method, and blood from 27 subjects were analyzed by pyrosequencing. Several CpGs in the TNF gene in preoperative blood showed a negative correlation between their DNAm and age both in the POD group and in the non-POD group. However, these negative correlations were observed only in the POD group after neurosurgery. Neurosurgery significantly altered DNAm levels at 17 out of 24 CpG sites on the TNF gene, 8 out of 14 CpG sites on the IL1B gene, and 4 out of 14 CpG sites on the IL6 gene. Furthermore, it was found that the Inflammatory Methylation Index (IMI), which was based on the post-surgery DNAm levels at the selected five CpG sites, can be a potential detection tool for delirium with moderate accuracy; area under the curve (AUC) value was 0.84. The moderate accuracy of this IMI was replicated using another cohort from our previous study, in which the AUC was 0.79. Our findings provide further evidence of the potential role of epigenetics and inflammation in the pathophysiology of delirium. Nature Publishing Group UK 2021-12-09 /pmc/articles/PMC8660911/ /pubmed/34887385 http://dx.doi.org/10.1038/s41398-021-01752-6 Text en © The Author(s) 2021 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Yamanashi, Takehiko Nagao, Takaaki Wahba, Nadia E. Marra, Pedro S. Crutchley, Kaitlyn J. Meyer, Alissa A. Andreasen, Ally J. Hellman, Mandy M. Jellison, Sydney S. Hughes, Christopher G. Pandharipande, Pratik P. Howard, III, Matthew A. Kawasaki, Hiroto Iwata, Masaaki Hefti, Marco M. Shinozaki, Gen DNA methylation in the inflammatory genes after neurosurgery and diagnostic ability of post-operative delirium |
title | DNA methylation in the inflammatory genes after neurosurgery and diagnostic ability of post-operative delirium |
title_full | DNA methylation in the inflammatory genes after neurosurgery and diagnostic ability of post-operative delirium |
title_fullStr | DNA methylation in the inflammatory genes after neurosurgery and diagnostic ability of post-operative delirium |
title_full_unstemmed | DNA methylation in the inflammatory genes after neurosurgery and diagnostic ability of post-operative delirium |
title_short | DNA methylation in the inflammatory genes after neurosurgery and diagnostic ability of post-operative delirium |
title_sort | dna methylation in the inflammatory genes after neurosurgery and diagnostic ability of post-operative delirium |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8660911/ https://www.ncbi.nlm.nih.gov/pubmed/34887385 http://dx.doi.org/10.1038/s41398-021-01752-6 |
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