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Potential associations between immune signaling genes, deactivated microglia, and oligodendrocytes and cortical gray matter loss in patients with long-term remitted Cushing's disease

Journal Article (2021)
Author(s)

S.E.E.C. Bauduin (Universiteit Leiden, Leiden University Medical Center)

I.L.B. den Rooijen (Leiden University Medical Center)

M. Meijer (Radboud University Medical Center)

S.J.A. van der Werff (Leiden University Medical Center, Universiteit Leiden)

A. Keo (Leiden University Medical Center, TU Delft - Pattern Recognition and Bioinformatics)

O. Dzyubachyk (Leiden University Medical Center)

A.M. Pereira (Universiteit Leiden, Leiden University Medical Center)

E.J. Giltay (Leiden University Medical Center)

N. J. van der Wee (Universiteit Leiden, Leiden University Medical Center)

O. C. Meijer (Universiteit Leiden, Leiden University Medical Center)

Ahmed Mahfouz (Leiden University Medical Center, TU Delft - Pattern Recognition and Bioinformatics)

Research Group
Pattern Recognition and Bioinformatics
Copyright
© 2021 S.E.E.C. Bauduin, I.L.B. den Rooijen, M. Meijer, S.J.A. van der Werff, D.L. Keo, O. Dzyubachyk, A.M. Pereira, E.J. Giltay, N.J.A. van der Wee, O.C. Meijer, A.M.E.T.A. Mahfouz
DOI related publication
https://doi.org/10.1016/j.psyneuen.2021.105334
More Info
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Publication Year
2021
Language
English
Copyright
© 2021 S.E.E.C. Bauduin, I.L.B. den Rooijen, M. Meijer, S.J.A. van der Werff, D.L. Keo, O. Dzyubachyk, A.M. Pereira, E.J. Giltay, N.J.A. van der Wee, O.C. Meijer, A.M.E.T.A. Mahfouz
Research Group
Pattern Recognition and Bioinformatics
Volume number
132
Pages (from-to)
1-8
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Abstract

Introduction: Cushing's disease (CD) is a rare and severe endocrine disease characterized by hypercortisolemia. Previous studies have found structural brain alterations in remitted CD patients compared to healthy controls, specifically in the anterior cingulate cortex (ACC). However, potential mechanisms through which these persistent alterations may have occurred are currently unknown. Methods: Structural 3T MRI's from 25 remitted CD patients were linked with gene expression data from neurotypical donors, derived from the Allen Human Brain Atlas. Differences in gene expression between the ACC and an unaffected control cortical region were examined, followed by a Gene Ontology (GO) enrichment analysis. A cell type enrichment analysis was conducted on the differentially expressed genes, and a disease association enrichment analysis was conducted to determine possible associations between differentially expressed genes and specific diseases. Subsequently, cortisol sensitivity of these genes in existing datasets was examined. Results: The gene expression analysis identified 300 differentially expressed genes in the ACC compared to the cortical control region. GO analyses found underexpressed genes to represent immune function. The cell type specificity analysis indicated that underexpressed genes were enriched for deactivated microglia and oligodendrocytes. Neither significant associations with diseases, nor evidence of cortisol sensitivity with the differentially expressed genes were found. Discussion: Underexpressed genes in the ACC, the area vulnerable to permanent changes in remitted CD patients, were often associated with immune functioning. The specific lack of deactivated microglia and oligodendrocytes implicates protective effects of these cell types against the long-term effects of cortisol overexposure.