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Habets PC, Kalafatakis K, Dzyubachyk O, van der Werff SJ, Keo A, Thakrar J, Mahfouz A, Pereira AM, Russell GM, Lightman SL, Meijer OC. Transcriptional and cell type profiles of cortical brain regions showing ultradian cortisol rhythm dependent responses to emotional face stimulation. Neurobiol Stress 2023; 22:100514. [PMID: 36660181 PMCID: PMC9842700 DOI: 10.1016/j.ynstr.2023.100514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 01/02/2023] [Accepted: 01/02/2023] [Indexed: 01/05/2023] Open
Abstract
The characteristic endogenous circadian rhythm of plasma glucocorticoid concentrations is made up from an underlying ultradian pulsatile secretory pattern. Recent evidence has indicated that this ultradian cortisol pulsatility is crucial for normal emotional response in man. In this study, we investigate the anatomical transcriptional and cell type signature of brain regions sensitive to a loss of ultradian rhythmicity in the context of emotional processing. We combine human cell type and transcriptomic atlas data of high spatial resolution with functional magnetic resonance imaging (fMRI) data. We show that the loss of cortisol ultradian rhythm alters emotional processing response in cortical brain areas that are characterized by transcriptional and cellular profiles of GABAergic function. We find that two previously identified key components of rapid non-genomic GC signaling - the ANXA1 gene and retrograde endocannabinoid signaling - show most significant differential expression (q = 3.99e-10) and enrichment (fold enrichment = 5.56, q = 9.09e-4). Our results further indicate that specific cell types, including a specific NPY-expressing GABAergic neuronal cell type, and specific G protein signaling cascades underly the cerebral effects of a loss of ultradian cortisol rhythm. Our results provide a biological mechanistic underpinning of our fMRI findings, indicating specific cell types and cascades as a target for manipulation in future experimental studies.
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Affiliation(s)
- Philippe C. Habets
- Leiden University Medical Center, Department of Medicine, Division of Endocrinology, 2300 RC Leiden, the Netherlands,Amsterdam University Medical Centre, Department of Psychiatry, Department of Anatomy and Neurosciences, 1081 HZ, Amsterdam, the Netherlands,Corresponding author. Leiden University Medical Center, Department of Medicine, Division of Endocrinology, 2300 RC Leiden, the Netherlands.
| | - Konstantinos Kalafatakis
- Henry Wellcome Laboratories of Integrative Neuroscience and Endocrinology, Bristol Medical School, University of Bristol, BS1 3NY, Bristol, United Kingdom,Institute of Health Science Education, Barts and the London School of Medicine & Dentistry, Queen Mary University of London Malta Campus, VCT 2520, Victoria Gozo, Malta
| | - Oleh Dzyubachyk
- Department of Radiology, Division of Medical Image Processing, Leiden University Medical Center, 2333 ZA, Leiden, the Netherlands,Leiden University Medical Center, Department of Cell and Chemical Biology, Section Electron Microscopy, 2300 RC, Leiden, the Netherlands
| | - Steven J.A. van der Werff
- Department of Psychiatry, Leiden University Medical Center LUMC, Leiden, the Netherlands,Leiden Institute for Brain and Cognition, Leiden, the Netherlands
| | - Arlin Keo
- Leiden Computational Biology Center, Leiden University Medical Center, Leiden, the Netherlands,Delft Bioinformatics Lab, Delft University of Technology, Delft, the Netherlands
| | - Jamini Thakrar
- Henry Wellcome Laboratories of Integrative Neuroscience and Endocrinology, Bristol Medical School, University of Bristol, BS1 3NY, Bristol, United Kingdom
| | - Ahmed Mahfouz
- Leiden Computational Biology Center, Leiden University Medical Center, Leiden, the Netherlands,Delft Bioinformatics Lab, Delft University of Technology, Delft, the Netherlands,Department of Human Genetics, Leiden University Medical Center, Leiden, the Netherlands
| | - Alberto M. Pereira
- Leiden University Medical Center, Department of Medicine, Division of Endocrinology, 2300 RC Leiden, the Netherlands,Department of Endocrinology & Metabolism, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Georgina M. Russell
- Henry Wellcome Laboratories of Integrative Neuroscience and Endocrinology, Bristol Medical School, University of Bristol, BS1 3NY, Bristol, United Kingdom
| | - Stafford L. Lightman
- Henry Wellcome Laboratories of Integrative Neuroscience and Endocrinology, Bristol Medical School, University of Bristol, BS1 3NY, Bristol, United Kingdom
| | - Onno C. Meijer
- Leiden University Medical Center, Department of Medicine, Division of Endocrinology, 2300 RC Leiden, the Netherlands,Leiden Institute for Brain and Cognition, Leiden, the Netherlands
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Setroikromo SN, Bauduin SE, Reesen JE, van der Werff SJ, Smit AS, Vermetten E, van der Wee NJ. Cortical Thickness in Dutch Police Officers: An Examination of Factors Associated with Resilience. J Trauma Stress 2020; 33:181-189. [PMID: 32162369 PMCID: PMC7216895 DOI: 10.1002/jts.22494] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 08/18/2019] [Accepted: 08/25/2019] [Indexed: 12/31/2022]
Abstract
Previous neuroimaging studies on resilience have generally compared resilience and psychopathology after stress exposure, which does not allow for conclusions regarding correlates specific to resilience. The aim of the present study was to investigate resilience-specific correlates in cortical thickness and/or cortical surface area and their correlations with psychometric measurements, using a three-group design that included a non-trauma-exposed control group in order to disentangle effects related to resilience from those related to psychopathology. Structural magnetic resonance imaging scans were acquired from 82 Dutch police officers. Participants were categorized into resilient (n = 31; trauma exposure, no psychopathology), vulnerable (n = 32; trauma exposure, psychopathology), and control groups (n = 19; no trauma exposure, no psychopathology). Specific regions of interest (ROIs) were identified based on previous studies that found the rostral and caudal anterior cingulate cortex (ACC) to be implicated in trauma-related psychopathology. Cortical thickness and surface area of the ROIs-the rostral and caudal ACC-and of the whole brain were examined. No significant differences in cortical thickness or surface area were found between the resilient group and other groups in the ROI and whole-brain analyses. Thus, the results of the present study provide no evidence of an association between resilience to traumatic stress and measures of thickness and surface area in cortical regions of the brain in a sample of Dutch police officers.
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Affiliation(s)
- Santoucha N.W. Setroikromo
- Department of PsychiatryLeiden University Medical CenterLeidenThe Netherlands,Leiden Institute for Brain and CognitionLeidenthe Netherlands
| | - Stephanie E.E.C. Bauduin
- Department of PsychiatryLeiden University Medical CenterLeidenThe Netherlands,Leiden Institute for Brain and CognitionLeidenthe Netherlands
| | - Joyce E. Reesen
- Department of PsychiatryLeiden University Medical CenterLeidenThe Netherlands
| | - Steven J.A. van der Werff
- Department of PsychiatryLeiden University Medical CenterLeidenThe Netherlands,Leiden Institute for Brain and CognitionLeidenthe Netherlands
| | | | - Eric Vermetten
- Department of PsychiatryLeiden University Medical CenterLeidenThe Netherlands
| | - Nic. J.A. van der Wee
- Department of PsychiatryLeiden University Medical CenterLeidenThe Netherlands,Leiden Institute for Brain and CognitionLeidenthe Netherlands
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Pannekoek JN, van der Werff SJ, Stein DJ, van der Wee NJ. Advances in the neuroimaging of panic disorder. Hum Psychopharmacol 2013; 28:608-11. [PMID: 24038132 DOI: 10.1002/hup.2349] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Accepted: 08/01/2013] [Indexed: 12/25/2022]
Abstract
Models of the neuroanatomy of panic disorder (PD) have relied on both animal work on fear and on clinical data from neuroimaging. Early work hypothesised a network of brain regions involved in fear processing (e.g. the amygdala), but more recent work has also pointed to the involvement of other cortical areas and other brain circuitry (e.g. the insula and anterior cingulate cortex). Studies investigating functional and structural brain connectivity in PD may ultimately shed light on the extent to which the neuroanatomy of PD is localised versus distributed, and on how current treatments alter this neuroanatomy.
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Affiliation(s)
- Justine Nienke Pannekoek
- Department of Psychiatry; Leiden University Medical Centre; Leiden The Netherlands
- Leiden Institute for Brain and Cognition; Leiden University; The Netherlands
- Department of Psychiatry and Mental Health; University of Cape Town; Cape Town South Africa
| | - Steven J.A. van der Werff
- Department of Psychiatry; Leiden University Medical Centre; Leiden The Netherlands
- Leiden Institute for Brain and Cognition; Leiden University; The Netherlands
| | - Dan J. Stein
- Department of Psychiatry and Mental Health; University of Cape Town; Cape Town South Africa
| | - Nic J.A. van der Wee
- Department of Psychiatry; Leiden University Medical Centre; Leiden The Netherlands
- Leiden Institute for Brain and Cognition; Leiden University; The Netherlands
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