Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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
_version_ 1784613293786136576
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
work_keys_str_mv AT yamanashitakehiko dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT nagaotakaaki dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT wahbanadiae dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT marrapedros dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT crutchleykaitlynj dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT meyeralissaa dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT andreasenallyj dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT hellmanmandym dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT jellisonsydneys dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT hugheschristopherg dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT pandharipandepratikp dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT howardiiimatthewa dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT kawasakihiroto dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT iwatamasaaki dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT heftimarcom dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium
AT shinozakigen dnamethylationintheinflammatorygenesafterneurosurgeryanddiagnosticabilityofpostoperativedelirium