Cargando…
No evidence for differential gene expression in major depressive disorder PBMCs, but robust evidence of elevated biological ageing
The increasingly compelling data supporting the involvement of immunobiological mechanisms in Major Depressive Disorder (MDD) might provide some explanation forthe variance in this heterogeneous condition. Peripheral blood measures of cytokines and chemokines constitute the bulk of evidence, with co...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8298604/ https://www.ncbi.nlm.nih.gov/pubmed/34294682 http://dx.doi.org/10.1038/s41398-021-01506-4 |
_version_ | 1783726099719520256 |
---|---|
author | Cole, John J. McColl, Alison Shaw, Robin Lynall, Mary-Ellen Cowen, Philip J. de Boer, Peter Drevets, Wayne C. Harrison, Neil Pariante, Carmine Pointon, Linda Goodyear, Carl Bullmore, Edward Cavanagh, Jonathan |
author_facet | Cole, John J. McColl, Alison Shaw, Robin Lynall, Mary-Ellen Cowen, Philip J. de Boer, Peter Drevets, Wayne C. Harrison, Neil Pariante, Carmine Pointon, Linda Goodyear, Carl Bullmore, Edward Cavanagh, Jonathan |
author_sort | Cole, John J. |
collection | PubMed |
description | The increasingly compelling data supporting the involvement of immunobiological mechanisms in Major Depressive Disorder (MDD) might provide some explanation forthe variance in this heterogeneous condition. Peripheral blood measures of cytokines and chemokines constitute the bulk of evidence, with consistent meta-analytic data implicating raised proinflammatory cytokines such as IL6, IL1β and TNF. Among the potential mechanisms linking immunobiological changes to affective neurobiology is the accelerated biological ageing seen in MDD, particularly via the senescence associated secretory phenotype (SASP). However, the cellular source of immunobiological markers remains unclear. Pre-clinical evidence suggests a role for peripheral blood mononuclear cells (PBMC), thus here we aimed to explore the transcriptomic profile using RNA sequencing in PBMCs in a clinical sample of people with various levels of depression and treatment response comparing it with that in healthy controls (HCs). There were three groups with major depressive disorder (MDD): treatment-resistant (n = 94), treatment-responsive (n = 47) and untreated (n = 46). Healthy controls numbered 44. Using PBMCs gene expression analysis was conducted using RNAseq to a depth of 54.5 million reads. Differential gene expression analysis was performed using DESeq2. The data showed no robust signal differentiating MDD and HCs. There was, however, significant evidence of elevated biological ageing in MDD vs HC. Biological ageing was evident in these data as a transcriptional signature of 888 age-associated genes (adjusted p < 0.05, absolute log2fold > 0.6) that also correlated strongly with chronological age (spearman correlation coefficient of 0.72). Future work should expand clinical sample sizes and reduce clinical heterogeneity. Exploration of RNA-seq signatures in other leukocyte populations and single cell RNA sequencing may help uncover more subtle differences. However, currently the subtlety of any PBMC signature mitigates against its convincing use as a diagnostic or predictive biomarker. |
format | Online Article Text |
id | pubmed-8298604 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-82986042021-08-05 No evidence for differential gene expression in major depressive disorder PBMCs, but robust evidence of elevated biological ageing Cole, John J. McColl, Alison Shaw, Robin Lynall, Mary-Ellen Cowen, Philip J. de Boer, Peter Drevets, Wayne C. Harrison, Neil Pariante, Carmine Pointon, Linda Goodyear, Carl Bullmore, Edward Cavanagh, Jonathan Transl Psychiatry Article The increasingly compelling data supporting the involvement of immunobiological mechanisms in Major Depressive Disorder (MDD) might provide some explanation forthe variance in this heterogeneous condition. Peripheral blood measures of cytokines and chemokines constitute the bulk of evidence, with consistent meta-analytic data implicating raised proinflammatory cytokines such as IL6, IL1β and TNF. Among the potential mechanisms linking immunobiological changes to affective neurobiology is the accelerated biological ageing seen in MDD, particularly via the senescence associated secretory phenotype (SASP). However, the cellular source of immunobiological markers remains unclear. Pre-clinical evidence suggests a role for peripheral blood mononuclear cells (PBMC), thus here we aimed to explore the transcriptomic profile using RNA sequencing in PBMCs in a clinical sample of people with various levels of depression and treatment response comparing it with that in healthy controls (HCs). There were three groups with major depressive disorder (MDD): treatment-resistant (n = 94), treatment-responsive (n = 47) and untreated (n = 46). Healthy controls numbered 44. Using PBMCs gene expression analysis was conducted using RNAseq to a depth of 54.5 million reads. Differential gene expression analysis was performed using DESeq2. The data showed no robust signal differentiating MDD and HCs. There was, however, significant evidence of elevated biological ageing in MDD vs HC. Biological ageing was evident in these data as a transcriptional signature of 888 age-associated genes (adjusted p < 0.05, absolute log2fold > 0.6) that also correlated strongly with chronological age (spearman correlation coefficient of 0.72). Future work should expand clinical sample sizes and reduce clinical heterogeneity. Exploration of RNA-seq signatures in other leukocyte populations and single cell RNA sequencing may help uncover more subtle differences. However, currently the subtlety of any PBMC signature mitigates against its convincing use as a diagnostic or predictive biomarker. Nature Publishing Group UK 2021-07-22 /pmc/articles/PMC8298604/ /pubmed/34294682 http://dx.doi.org/10.1038/s41398-021-01506-4 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 Cole, John J. McColl, Alison Shaw, Robin Lynall, Mary-Ellen Cowen, Philip J. de Boer, Peter Drevets, Wayne C. Harrison, Neil Pariante, Carmine Pointon, Linda Goodyear, Carl Bullmore, Edward Cavanagh, Jonathan No evidence for differential gene expression in major depressive disorder PBMCs, but robust evidence of elevated biological ageing |
title | No evidence for differential gene expression in major depressive disorder PBMCs, but robust evidence of elevated biological ageing |
title_full | No evidence for differential gene expression in major depressive disorder PBMCs, but robust evidence of elevated biological ageing |
title_fullStr | No evidence for differential gene expression in major depressive disorder PBMCs, but robust evidence of elevated biological ageing |
title_full_unstemmed | No evidence for differential gene expression in major depressive disorder PBMCs, but robust evidence of elevated biological ageing |
title_short | No evidence for differential gene expression in major depressive disorder PBMCs, but robust evidence of elevated biological ageing |
title_sort | no evidence for differential gene expression in major depressive disorder pbmcs, but robust evidence of elevated biological ageing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8298604/ https://www.ncbi.nlm.nih.gov/pubmed/34294682 http://dx.doi.org/10.1038/s41398-021-01506-4 |
work_keys_str_mv | AT colejohnj noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT mccollalison noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT shawrobin noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT lynallmaryellen noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT cowenphilipj noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT deboerpeter noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT drevetswaynec noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT harrisonneil noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT pariantecarmine noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT pointonlinda noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT goodyearcarl noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT bullmoreedward noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing AT cavanaghjonathan noevidencefordifferentialgeneexpressioninmajordepressivedisorderpbmcsbutrobustevidenceofelevatedbiologicalageing |