1
|
Barros Rodrigues D, Antypa D, Rimmele U. Impaired free recall of neutral but not negative material tested 105 min after cortisol administration. Neurobiol Learn Mem 2024; 211:107916. [PMID: 38554768 DOI: 10.1016/j.nlm.2024.107916] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 02/05/2024] [Accepted: 03/27/2024] [Indexed: 04/02/2024]
Abstract
Pharmacological studies have consistently shown memory retrieval impairment after administration of cortisol, particularly pronounced for emotional laboratory material (i.e. list of emotional words). However, it is unclear how pharmacological elevation of cortisol affects memory retrieval of ecologically-relevant emotional material (i.e. similar to a newspaper article about an emotional event). In the present study, we aimed to explore whether cortisol administration affects the recall of ecologically-relevant emotional and neutral material, and when memory retrieval occurs after a longer delay (105 min). In this double-blind, pseudo-randomized, placebo-control study, 79 participants learned a negative text and a neutral text. Twenty-four hours later, they were administrated either 10 mg of hydrocortisone or placebo. After 105 min, participants engaged in free recall of both texts. The group with cortisol administration showed significantly reduced free recall compared to the placebo group. Interestingly, this memory retrieval impairment was driven by significantly lower recall after cortisol vs. placebo administration for neutral texts, but not negative texts. The current finding suggests that cortisol administration impairs neutral ecologically-relevant material while leaving emotional material unaffected. These divergent findings, compared to existing literature, emphasize the necessity of employing more ecologically validated material to gain a more comprehensive understanding of the intricate interplay between cortisol administration and memory for ecological material.
Collapse
Affiliation(s)
- Daniela Barros Rodrigues
- Emotion and Memory Laboratory, Faculty of Psychology and Educational Sciences, University of Geneva, Switzerland; Center for Interdisciplinary Study of Gerontology and Vulnerability (CIGEV), University of Geneva, Switzerland.
| | - Despina Antypa
- Emotion and Memory Laboratory, Faculty of Psychology and Educational Sciences, University of Geneva, Switzerland; Swiss Center of Affective Sciences, University of Geneva, Switzerland; Neurocenter, University of Geneva, Switzerland
| | - Ulrike Rimmele
- Emotion and Memory Laboratory, Faculty of Psychology and Educational Sciences, University of Geneva, Switzerland; Center for Interdisciplinary Study of Gerontology and Vulnerability (CIGEV), University of Geneva, Switzerland; Swiss Center of Affective Sciences, University of Geneva, Switzerland; Neurocenter, University of Geneva, Switzerland
| |
Collapse
|
2
|
Antypa D, Simos NJ, Panou T, Spyridaki E, Kagialis A, Kosteletou E, Kavroulakis E, Mastorodemos V, Papadaki E. Distinct hemodynamic and functional connectivity features of fatigue in clinically isolated syndrome and multiple sclerosis: accounting for the confounding effect of concurrent depression symptoms. Neuroradiology 2023:10.1007/s00234-023-03174-1. [PMID: 37301785 DOI: 10.1007/s00234-023-03174-1] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 06/04/2023] [Indexed: 06/12/2023]
Abstract
PURPOSE This study aims to identify common and distinct hemodynamic and functional connectivity (FC) features for self-rated fatigue and depression symptoms in patients with clinically isolated syndrome (CIS) and relapsing-remitting multiple sclerosis (RR-MS). METHODS Twenty-four CIS, 29 RR-MS patients, and 39 healthy volunteers were examined using resting-state fMRI (rs-fMRI) to obtain whole-brain maps of (i) hemodynamic response patterns (through time shift analysis), (ii) FC (via intrinsic connectivity contrast maps), and (iii) coupling between hemodynamic response patterns and FC. Each regional map was correlated with fatigue scores, controlling for depression, and with depression scores, controlling for fatigue. RESULTS In CIS patients, the severity of fatigue was associated with accelerated hemodynamic response in the insula, hyperconnectivity of the superior frontal gyrus, and evidence of reduced hemodynamics-FC coupling in the left amygdala. In contrast, depression severity was associated with accelerated hemodynamic response in the right limbic temporal pole, hypoconnectivity of the anterior cingulate gyrus, and increased hemodynamics-FC coupling in the left amygdala. In RR-MS patients, fatigue was associated with accelerated hemodynamic response in the insula and medial superior frontal cortex, increased functional role of the left amygdala, and hypoconnectivity of the dorsal orbitofrontal cortex, while depression symptom severity was linked to delayed hemodynamic response in the medial superior frontal gyrus; hypoconnectivity of the insula, ventromedial thalamus, dorsolateral prefrontal cortex, and posterior cingulate; and decreased hemodynamics-FC coupling of the medial orbitofrontal cortex. CONCLUSION There are distinct FC and hemodynamic responses, as well as different magnitude and topography of hemodynamic connectivity coupling, associated with fatigue and depression in early and later stages of MS.
Collapse
Affiliation(s)
- Despina Antypa
- Department of Psychiatry, School of Medicine, University of Crete, University Hospital of Heraklion, Crete, Greece
| | - Nicholas John Simos
- Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology, Hellas, Heraklion, Crete, Greece
| | - Theodora Panou
- Department of Psychiatry, School of Medicine, University of Crete, University Hospital of Heraklion, Crete, Greece
| | - Eirini Spyridaki
- Department of Psychiatry, School of Medicine, University of Crete, University Hospital of Heraklion, Crete, Greece
| | - Antonios Kagialis
- Department of Psychiatry, School of Medicine, University of Crete, University Hospital of Heraklion, Crete, Greece
| | - Emmanouela Kosteletou
- Institute of Applied Mathematics, Foundation for Research and Technology, Hellas, Heraklion, Crete, Greece
| | - Eleftherios Kavroulakis
- Department of Radiology, School of Medicine, University of Crete, University Hospital of Heraklion, Crete, Greece
| | - Vasileios Mastorodemos
- Department of Neurology, School of Medicine, University of Crete, University Hospital of Heraklion, Crete, Greece
| | - Efrosini Papadaki
- Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology, Hellas, Heraklion, Crete, Greece.
- Department of Radiology, School of Medicine, University of Crete, University Hospital of Heraklion, Crete, Greece.
| |
Collapse
|
3
|
Koutentaki E, Basta M, Antypa D, Zaganas I, Panagiotakis S, Simos P, Vgontzas AN. IL-6 Enhances the Negative Impact of Cortisol on Cognition among Community-Dwelling Older People without Dementia. Healthcare (Basel) 2023; 11:healthcare11070951. [PMID: 37046878 PMCID: PMC10094120 DOI: 10.3390/healthcare11070951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 03/19/2023] [Accepted: 03/23/2023] [Indexed: 03/29/2023] Open
Abstract
There is growing evidence that high basal cortisol levels and systemic inflammation independently contribute to cognitive decline among older people without dementia. The present cross-sectional study examined (a) the potential synergistic effect of cortisol levels and systemic inflammation on executive function and (b) whether this effect is more prominent among older people with mild cognitive impairment (MCI). A sub-sample of 99 patients with MCI and 84 older people without cognitive impairment (CNI) (aged 73.8 ± 7.0 years) were recruited from a large population-based cohort in Crete, Greece, and underwent comprehensive neuropsychiatric and neuropsychological evaluation and a single morning measurement of cortisol and IL-6 plasma levels. Using moderated regression models, we found that the relation between cortisol and executive function in the total sample was moderated by IL-6 levels (b = −0.994, p = 0.044) and diagnostic group separately (b = −0.632, p < 0.001). Moreover, the interaction between cortisol and IL-6 levels was significant only among persons with MCI (b = −0.562, p < 0.001). The synergistic effect of stress hormones and systemic inflammation on cognitive status appears to be stronger among older people who already display signs of cognitive decline. Targeting hypercortisolemia and inflammation may be a promising strategy toward improving the course of cognitive decline.
Collapse
|
4
|
Simos NJ, Manolitsi K, Luppi AI, Kagialis A, Antonakakis M, Zervakis M, Antypa D, Kavroulakis E, Maris TG, Vakis A, Stamatakis EA, Papadaki E. Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion. Neuroinformatics 2022; 21:427-442. [PMID: 36456762 PMCID: PMC10085953 DOI: 10.1007/s12021-022-09615-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 10/25/2022] [Accepted: 11/13/2022] [Indexed: 12/04/2022]
Abstract
AbstractTraumatic Brain Injury (TBI) is a frequently occurring condition and approximately 90% of TBI cases are classified as mild (mTBI). However, conventional MRI has limited diagnostic and prognostic value, thus warranting the utilization of additional imaging modalities and analysis procedures. The functional connectomic approach using resting-state functional MRI (rs-fMRI) has shown great potential and promising diagnostic capabilities across multiple clinical scenarios, including mTBI. Additionally, there is increasing recognition of a fundamental role of brain dynamics in healthy and pathological cognition. Here, we undertake an in-depth investigation of mTBI-related connectomic disturbances and their emotional and cognitive correlates. We leveraged machine learning and graph theory to combine static and dynamic functional connectivity (FC) with regional entropy values, achieving classification accuracy up to 75% (77, 74 and 76% precision, sensitivity and specificity, respectively). As compared to healthy controls, the mTBI group displayed hypoconnectivity in the temporal poles, which correlated positively with semantic (r = 0.43, p < 0.008) and phonemic verbal fluency (r = 0.46, p < 0.004), while hypoconnectivity in the right dorsal posterior cingulate correlated positively with depression symptom severity (r = 0.54, p < 0.0006). These results highlight the importance of residual FC in these regions for preserved cognitive and emotional function in mTBI. Conversely, hyperconnectivity was observed in the right precentral and supramarginal gyri, which correlated negatively with semantic verbal fluency (r=-0.47, p < 0.003), indicating a potential ineffective compensatory mechanism. These novel results are promising toward understanding the pathophysiology of mTBI and explaining some of its most lingering emotional and cognitive symptoms.
Collapse
Affiliation(s)
- Nicholas J. Simos
- Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology–Hellas, 70013 Heraklion, Greece
| | - Katina Manolitsi
- Department of Neurosurgery, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece
- Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece
| | - Andrea I. Luppi
- Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Rd, CB2 0SP Cambridge, UK
- Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Rd, CB2 0SP Cambridge, UK
| | - Antonios Kagialis
- Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece
| | - Marios Antonakakis
- Digital Image and Signal Processing Laboratory, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece
| | - Michalis Zervakis
- Digital Image and Signal Processing Laboratory, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece
| | - Despina Antypa
- Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece
| | - Eleftherios Kavroulakis
- Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece
| | - Thomas G. Maris
- Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology–Hellas, 70013 Heraklion, Greece
- Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece
| | - Antonios Vakis
- Department of Neurosurgery, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece
| | - Emmanuel A. Stamatakis
- Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Rd, CB2 0SP Cambridge, UK
- Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke’s Hospital, Hills Rd, CB2 0SP Cambridge, UK
| | - Efrosini Papadaki
- Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology–Hellas, 70013 Heraklion, Greece
- Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece
| |
Collapse
|
5
|
Antypa D, Barros Rodrigues D, Billecocq M, Rimmele U. Pharmacologically increased cortisol levels impair recall of associative background context memory in males, but not females. Psychoneuroendocrinology 2022; 146:105895. [PMID: 36058201 DOI: 10.1016/j.psyneuen.2022.105895] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 08/18/2022] [Accepted: 08/18/2022] [Indexed: 11/25/2022]
Abstract
Laboratory studies have consistently shown that stress impairs memory retrieval of individual parts (items) of a memory. The stress-hormone cortisol has been particularly linked to this impairment. However, it is unclear whether cortisol similarly affects the binding of items to associative context information in memory, i.e. the constituents of episodic memory. Here, we examine memory retrieval of item and associative memory under pharmacologically elevated cortisol vs. normal levels. Given that previous studies have indicated potential sex differences in the stress- and cortisol-induced memory modulation, we additionally assessed whether there may be sex differences for the cortisol effect on memory retrieval. Eighty-four female and male participants were tested in a placebo controlled, double-blind between-subject design, assigned to either a cortisol (10 mg hydrocortisone) or a placebo group. Participants of both groups were presented foreground images of negative and neutral valence on different neutral background scenes. Twenty-four hours later, participants' memory for the images and their associated background scene was tested with a recognition task 20 min after substance administration. Among the 78 participants of both groups included in the final analysis, cortisol levels were higher in the cortisol group in comparison to the placebo group, and female participants had higher cortisol levels after hydrocortisone intake in comparison to male participants. Item memory did not differ between the placebo and cortisol group. In contrast, in males, but not females, associative memory for the background scene of emotional foreground images was lower in the cortisol vs. placebo group. Moreover, the individual cortisol increase during the recognition task was negatively correlated to memory for the background scenes of the emotional foreground images only in male participants of the cortisol group. This study shows that pharmacologically increased cortisol levels distinctly affect associative memory in female and male participants, but have no effect on item memory, indicating a complex interaction for the stress effects on memory.
Collapse
Affiliation(s)
- Despina Antypa
- Department of Basic Neurosciences, University of Geneva, Switzerland; Swiss Center of Affective Sciences, University of Geneva, Switzerland; Department of Psychiatry and Behavioral Sciences, University of Crete, Greece; Emotion and Memory Laboratory, Faculty of Psychology and Educational Sciences, University of Geneva, Switzerland.
| | - Daniela Barros Rodrigues
- Emotion and Memory Laboratory, Faculty of Psychology and Educational Sciences, University of Geneva, Switzerland; Center for Interdisciplinary Study of Gerontology and Vulnerability (CIGEV), University of Geneva, Switzerland
| | - Marie Billecocq
- Institute of Pharmacology and Toxicology, University of Zurich, Switzerland
| | - Ulrike Rimmele
- Department of Basic Neurosciences, University of Geneva, Switzerland; Swiss Center of Affective Sciences, University of Geneva, Switzerland; Emotion and Memory Laboratory, Faculty of Psychology and Educational Sciences, University of Geneva, Switzerland; Center for Interdisciplinary Study of Gerontology and Vulnerability (CIGEV), University of Geneva, Switzerland
| |
Collapse
|
6
|
Papadaki E, Simos NJ, Kavroulakis E, Bertsias G, Antypa D, Fanouriakis A, Maris T, Sidiropoulos P, Boumpas DT. Converging evidence of impaired brain function in systemic lupus erythematosus: changes in perfusion dynamics and intrinsic functional connectivity. Neuroradiology 2022; 64:1593-1604. [DOI: 10.1007/s00234-022-02924-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 02/24/2022] [Indexed: 10/18/2022]
|
7
|
Antypa D, Basta M, Vgontzas A, Zaganas I, Panagiotakis S, Vogiatzi E, Kokosali E, Simos P. The association of basal cortisol levels with episodic memory in older adults is mediated by executive function. Neurobiol Learn Mem 2022; 190:107600. [PMID: 35182737 DOI: 10.1016/j.nlm.2022.107600] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 01/24/2022] [Accepted: 02/12/2022] [Indexed: 01/08/2023]
Abstract
Elevated basal cortisol levels in elderly may indicate dysregulation of the internal stress-related system, as well as dysfunction and structural alterations in brain structures necessary for cognition, such as hippocampus and prefrontal cortex. Because of the close relation of executive functions and episodic memory processing, in this study we explored whether the association of elevated cortisol levels on episodic memory could be partly attributed to cortisol effects on executive functions. In this cross-sectional study we analyzed data from a sample of 236 community-dwelling older adults from the Cretan Aging Cohort aged 75.56 ± 7.21 years [53 with dementia due to probable Alzheimer's disease, 99 with Mild Cognitive Impairment (MCI) and 84 cognitively non-impaired participants (NI)]. Morning serum cortisol levels were higher in the probable AD as compared to the NI group (p = .031). Mediated regression models in the total sample supported the hypothesis that the negative association of basal cortisol levels with delayed memory was fully mediated by the relation of basal cortisol levels with executive functions and immediate memory (adjusted for age and self-reported depression symptoms). Moderated mediation regression models revealed that the direct effect of cortisol on executive function and the effect of executive function on delayed memory performance were statistically significant among participants diagnosed with MCI, while the immediate memory effect on delayed memory was more pronounced in AD patients, as compared to the NI group. The current findings corroborate neuroimaging research highlighting cortisol effects on executive functions and immediate memory and further suggest that dysregulation of systems involved in these functions may account for the purported detrimental long-term effects of high cortisol levels on delayed memory.
Collapse
Affiliation(s)
- Despina Antypa
- School of Medicine, University of Crete, Heraklion, Crete, Greece.
| | - Maria Basta
- School of Medicine, University of Crete, Heraklion, Crete, Greece
| | | | - Ioannis Zaganas
- School of Medicine, University of Crete, Heraklion, Crete, Greece
| | - Symeon Panagiotakis
- Internal Medicine Department, Heraklion University Hospital, Heraklion, Crete, Greece
| | | | - Evgenia Kokosali
- School of Medicine, University of Crete, Heraklion, Crete, Greece
| | - Panagiotis Simos
- School of Medicine, University of Crete, Heraklion, Crete, Greece; Foundation of Research and Technology, Heraklion, Crete, Greece
| |
Collapse
|
8
|
Kosteletou E, Simos PG, Kavroulakis E, Antypa D, Maris TG, Liavas AP, Karakasis PA, Papadaki E. Improving the Sensitivity of Task-Related Functional Magnetic Resonance Imaging Data Using Generalized Canonical Correlation Analysis. Front Hum Neurosci 2022; 15:771668. [PMID: 34970129 PMCID: PMC8712565 DOI: 10.3389/fnhum.2021.771668] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 11/26/2021] [Indexed: 11/29/2022] Open
Abstract
General Linear Modeling (GLM) is the most commonly used method for signal detection in Functional Magnetic Resonance Imaging (fMRI) experiments, despite its main limitation of not taking into consideration common spatial dependencies between voxels. Multivariate analysis methods, such as Generalized Canonical Correlation Analysis (gCCA), have been increasingly employed in fMRI data analysis, due to their ability to overcome this limitation. This study, evaluates the improvement of sensitivity of the GLM, by applying gCCA to fMRI data after standard preprocessing steps. Data from a block-design fMRI experiment was used, where 25 healthy volunteers completed two action observation tasks at 1.5T. Whole brain analysis results indicated that the application of gCCA resulted in significantly higher intensity of activation in several regions in both tasks and helped reveal activation in the primary somatosensory and ventral premotor area, theoretically known to become engaged during action observation. In subject-level ROI analyses, gCCA improved the signal to noise ratio in the averaged timeseries in each preselected ROI, and resulted in increased extent of activation, although peak intensity was considerably higher in just two of them. In conclusion, gCCA is a promising method for improving the sensitivity of conventional statistical modeling in task related fMRI experiments.
Collapse
Affiliation(s)
- Emmanouela Kosteletou
- Institute of Applied and Computational Mathematics, Foundation for Research and Technology - Hellas (FORTH), Heraklion, Greece
| | - Panagiotis G Simos
- Computational Biomedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH), Heraklion, Greece.,Department of Psychiatry, School of Medicine, University of Crete, Heraklion, Greece
| | | | - Despina Antypa
- Department of Psychiatry, School of Medicine, University of Crete, Heraklion, Greece
| | - Thomas G Maris
- Department of Medical Physics, School of Medicine, University of Crete, Heraklion, Greece
| | - Athanasios P Liavas
- School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece
| | - Paris A Karakasis
- Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, United States
| | - Efrosini Papadaki
- Computational Biomedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH), Heraklion, Greece.,Department of Radiology, School of Medicine, University of Crete, Heraklion, Greece
| |
Collapse
|
9
|
Basta M, Vgontzas AN, Fernandez-Mendoza J, Antypa D, Li Y, Zaganas I, Panagiotakis S, Karagkouni E, Simos P. Basal Cortisol Levels Are Increased in Patients with Mild Cognitive Impairment: Role of Insomnia and Short Sleep Duration. J Alzheimers Dis 2022; 87:933-944. [PMID: 35404277 DOI: 10.3233/jad-215523] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Mild cognitive impairment (MCI) is frequent in elderly and a risk factor for dementia. Both insomnia and increased cortisol levels are risk factors for MCI. OBJECTIVE We examined cross-sectionally whether increased cortisol levels are associated with short sleep duration (SSD) and/or the insomnia short sleep duration (ISS) phenotype, in elderly with MCI. METHODS One hundred twenty-four participants with MCI and 84 cognitively non-impaired controls (CNI)≥60 years underwent medical history, physical examination, neuropsychiatric evaluation, neuropsychological testing, 3-day actigraphy, assessment of subjective insomnia symptoms, and a single morning plasma cortisol level. The short sleep phenotypes were defined by sleep efficiency below the median of the entire sample (i.e.,≤81%) with at least one insomnia symptom (ISS) or without (SSD). ANOVA models were used to compare the various sleep phenotypes to those who did not present either short sleep or insomnia symptoms [non-insomnia (NI)]. RESULTS MCI participants had higher cortisol levels compared to the CNI group (p = 0.009). MCI participants with insomnia (n = 44) or SSD (n = 38) had higher cortisol levels compared to the NI group (n = 42; p = 0.014 and p = 0.045, respectively). Furthermore, MCI participants with ISS phenotype but not those with insomnia with normal sleep duration had higher cortisol levels compared to NI (p = 0.011 and p = 0.4, respectively). Both linear trend analyses showed that cortisol reached the highest levels in the ISS phenotype. CONCLUSION The ISS and SSD phenotypes are associated with increased cortisol levels in elderly with MCI. Improving sleep quality and duration and decreasing cortisol levels may delay further cognitive decline.
Collapse
Affiliation(s)
- Maria Basta
- Department of Psychiatry, University Hospital of Heraklion, Heraklion, Crete, Greece
- Sleep Research and Treatment Center, Department of Psychiatry, Penn State University, Hershey, PA, USA
| | - Alexandros N Vgontzas
- Department of Psychiatry, University Hospital of Heraklion, Heraklion, Crete, Greece
- Sleep Research and Treatment Center, Department of Psychiatry, Penn State University, Hershey, PA, USA
| | - Julio Fernandez-Mendoza
- Sleep Research and Treatment Center, Department of Psychiatry, Penn State University, Hershey, PA, USA
| | - Despina Antypa
- Department of Psychiatry, University Hospital of Heraklion, Heraklion, Crete, Greece
| | - Yun Li
- Department of Sleep Medicine, Mental Health Center of Shantou University, Shantou, Guangdong, China
- Sleep Medicine Center, Shantou University Medical College, Shantou, Guangdong, China
| | - Ioannis Zaganas
- Department of Neurology, University Hospital of Heraklion, Heraklion, Crete, Greece
| | - Symeon Panagiotakis
- Department of Internal Medicine, University Hospital of Heraklion, Heraklion, Crete, Greece
| | - Efthalia Karagkouni
- Sleep Research and Treatment Center, Department of Psychiatry, Penn State University, Hershey, PA, USA
| | - Panagiotis Simos
- Department of Psychiatry, University Hospital of Heraklion, Heraklion, Crete, Greece
- Computational Biomedicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, Greece
| |
Collapse
|
10
|
Boursianis T, Kalaitzakis G, Nikiforaki K, Kosteletou E, Antypa D, Gourzoulidis GA, Karantanas A, Papadaki E, Simos P, Maris TG, Marias K. The Significance of Echo Time in fMRI BOLD Contrast: A Clinical Study during Motor and Visual Activation Tasks at 1.5 T. Tomography 2021; 7:333-343. [PMID: 34449739 PMCID: PMC8396192 DOI: 10.3390/tomography7030030] [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] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 07/28/2021] [Accepted: 07/31/2021] [Indexed: 11/16/2022] Open
Abstract
Blood Oxygen Level Dependent (BOLD) is a commonly-used MR imaging technique in studying brain function. The BOLD signal can be strongly affected by specific sequence parameters, especially in small field strengths. Previous small-scale studies have investigated the effect of TE on BOLD contrast. This study evaluates the dependence of fMRI results on echo time (TE) during concurrent activation of the visual and motor cortex at 1.5 T in a larger sample of 21 healthy volunteers. The experiment was repeated using two different TE values (50 and 70 ms) in counterbalanced order. Furthermore, T2* measurements of the gray matter were performed. Results indicated that both peak beta value and number of voxels were significantly higher using TE = 70 than TE = 50 ms in primary motor, primary somatosensory and supplementary motor cortices (p < 0.007). In addition, the amplitude of activation in visual cortices and the dorsal premotor area was also higher using TE = 70 ms (p < 0.001). Gray matter T2* of the corresponding areas did not vary significantly. In conclusion, the optimal TE value (among the two studied) for visual and motor activity is 70 ms affecting both the amplitude and extent of regional hemodynamic activation.
Collapse
Affiliation(s)
- Themistoklis Boursianis
- Department of Medical Physics, School of Medicine, University of Crete, 71003 Heraklion, Greece; (G.K.); (T.G.M.)
- Correspondence:
| | - Georgios Kalaitzakis
- Department of Medical Physics, School of Medicine, University of Crete, 71003 Heraklion, Greece; (G.K.); (T.G.M.)
| | - Katerina Nikiforaki
- Computational Biomedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology—Hellas (FORTH), 70013 Heraklion, Greece; (K.N.); (A.K.); (E.P.); (P.S.); (K.M.)
| | | | - Despina Antypa
- Department of Psychiatry, School of Medicine, University of Crete, 71003 Heraklion, Greece;
| | - George A. Gourzoulidis
- Research & Measurements Center of OHS Hazardous Agents, OHS Directorate, Hellenic Ministry of Labor, 10110 Athens, Greece;
- Lighting Lab, National Technical University of Athens, 15780 Athens, Greece
| | - Apostolos Karantanas
- Computational Biomedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology—Hellas (FORTH), 70013 Heraklion, Greece; (K.N.); (A.K.); (E.P.); (P.S.); (K.M.)
- Department of Radiology, School of Medicine, University of Crete, 71003 Heraklion, Greece
| | - Efrosini Papadaki
- Computational Biomedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology—Hellas (FORTH), 70013 Heraklion, Greece; (K.N.); (A.K.); (E.P.); (P.S.); (K.M.)
- Department of Radiology, School of Medicine, University of Crete, 71003 Heraklion, Greece
| | - Panagiotis Simos
- Computational Biomedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology—Hellas (FORTH), 70013 Heraklion, Greece; (K.N.); (A.K.); (E.P.); (P.S.); (K.M.)
- Department of Psychiatry, School of Medicine, University of Crete, 71003 Heraklion, Greece;
| | - Thomas G. Maris
- Department of Medical Physics, School of Medicine, University of Crete, 71003 Heraklion, Greece; (G.K.); (T.G.M.)
- Computational Biomedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology—Hellas (FORTH), 70013 Heraklion, Greece; (K.N.); (A.K.); (E.P.); (P.S.); (K.M.)
| | - Kostas Marias
- Computational Biomedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology—Hellas (FORTH), 70013 Heraklion, Greece; (K.N.); (A.K.); (E.P.); (P.S.); (K.M.)
- Department of Electrical and Computer Engineering, Hellenic Mediterranean University, 71410 Heraklion, Greece
| |
Collapse
|
11
|
Antypa D, Kagialis A, Tsirlis K, Tsepeneka S, Simos P. Changing memories by interference: the effect of emotional dimensions in reconsolidation of episodic memories. Cogn Emot 2021; 35:1400-1406. [PMID: 34187309 DOI: 10.1080/02699931.2021.1947198] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Episodes with an emotional component preoccupy memory formation and this advantage facilitates their preservation and mitigates the impact of interfering episodes. The present study examined the relation of the emotional dimensions of original and interfering episodes to the memory outcome, using a reconsolidation paradigm. In a between-subjects design, 102 healthy young adults were presented with an emotional or neutral image and learned either an emotional or neutral story, respectively (day 1). On day 2, experimental groups were presented with an image of the opposite emotionality, reactivated the original story, and learned a story of the opposite emotionality. On day 3, experimental and control groups were tested for their memory on target and filler clues of the original story and rated both stories for arousal and valence. Overall, there was evidence of interference on the long-term retention of target clues only for the neutral story (i.e. when the interfering story was emotional), and of filler clues for both types of stories. Moreover, individual target clue retention rates correlated with the arousal ratings for both the original neutral story and the interfering emotional story, while they were not related to arousal ratings for the original emotional story or the interfering neutral one.
Collapse
Affiliation(s)
- Despina Antypa
- School of Medicine, University of Crete, Heraklion, Greece
| | - Antonios Kagialis
- Department of Psychology, School of Humanities and Social Sciences, University of Nicosia, Nicosia, Cyprus
| | - Konstantinos Tsirlis
- School of Medicine, University of Crete, Heraklion, Greece.,CMI/AI Centre, University College London, London, UK
| | | | | |
Collapse
|
12
|
Antypa D, Simos NJ, Kavroulakis E, Bertsias G, Fanouriakis A, Sidiropoulos P, Boumpas D, Papadaki E. Anxiety and depression severity in neuropsychiatric SLE are associated with perfusion and functional connectivity changes of the frontolimbic neural circuit: a resting-state f(unctional) MRI study. Lupus Sci Med 2021; 8:8/1/e000473. [PMID: 33927003 PMCID: PMC8094334 DOI: 10.1136/lupus-2020-000473] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 03/18/2021] [Accepted: 03/27/2021] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To examine the hypothesis that perfusion and functional connectivity disturbances in brain areas implicated in emotional processing are linked to emotion-related symptoms in neuropsychiatric SLE (NPSLE). METHODS Resting-state fMRI (rs-fMRI) was performed and anxiety and/or depression symptoms were assessed in 32 patients with NPSLE and 18 healthy controls (HC). Whole-brain time-shift analysis (TSA) maps, voxel-wise global connectivity (assessed through intrinsic connectivity contrast (ICC)) and within-network connectivity were estimated and submitted to one-sample t-tests. Subgroup differences (high vs low anxiety and high vs low depression symptoms) were assessed using independent-samples t-tests. In the total group, associations between anxiety (controlling for depression) or depression symptoms (controlling for anxiety) and regional TSA or ICC metrics were also assessed. RESULTS Elevated anxiety symptoms in patients with NPSLE were distinctly associated with relatively faster haemodynamic response (haemodynamic lead) in the right amygdala, relatively lower intrinsic connectivity of orbital dlPFC, and relatively lower bidirectional connectivity between dlPFC and vmPFC combined with relatively higher bidirectional connectivity between ACC and amygdala. Elevated depression symptoms in patients with NPSLE were distinctly associated with haemodynamic lead in vmPFC regions in both hemispheres (lateral and medial orbitofrontal cortex) combined with relatively lower intrinsic connectivity in the right medial orbitofrontal cortex. These measures failed to account for self-rated, milder depression symptoms in the HC group. CONCLUSION By using rs-fMRI, altered perfusion dynamics and functional connectivity was found in limbic and prefrontal brain regions in patients with NPSLE with severe anxiety and depression symptoms. Although these changes could not be directly attributed to NPSLE pathology, results offer new insights on the pathophysiological substrate of psychoemotional symptomatology in patients with lupus, which may assist its clinical diagnosis and treatment.
Collapse
Affiliation(s)
- Despina Antypa
- Department of Psychiatry, University of Crete School of Medicine, Heraklion, Greece
| | - Nicholas J Simos
- School of Electronics and Computer Engineering, Technical University of Crete, Chania, Crete, Greece.,Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology - Hellas, Heraklion, Crete, Greece
| | | | - George Bertsias
- Rheumatology, Clinical Immunology and Allergy, University Hospital of Heraklion, Heraklion, Greece.,Institute of Molecular Biology and Biotechnology, Foundation of Research and Technology-Hellas, Heraklion, Crete, Greece
| | - Antonis Fanouriakis
- Rheumatology, Clinical Immunology and Allergy, University Hospital of Heraklion, Heraklion, Greece.,"Attikon" University Hospital, Athens, Greece
| | - Prodromos Sidiropoulos
- Rheumatology, Clinical Immunology and Allergy, University Hospital of Heraklion, Heraklion, Greece
| | - Dimitrios Boumpas
- Rheumatology, Clinical Immunology and Allergy, University Hospital of Heraklion, Heraklion, Greece.,"Attikon" University Hospital, Athens, Greece.,Laboratory of Autoimmunity and Inflammation, Biomedical Research Foundation of the Academy of Athens, Athens, Greece.,Joint Academic Rheumatology Program, and 4th Department of Medicine, Medical School, National and Kapodestrian University of Athens, Athens, Greece
| | - Efrosini Papadaki
- Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology - Hellas, Heraklion, Crete, Greece .,Department of Radiology, University of Crete, School of Medicine, Heraklion, Greece
| |
Collapse
|
13
|
Antypa D, Rodrigues Cabrita D, Vuilleumier P, Rimmele U. Cortisol suppression after memory reactivation impairs later memory performance. Psychoneuroendocrinology 2019; 106:226-232. [PMID: 31003139 DOI: 10.1016/j.psyneuen.2019.03.035] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 03/08/2019] [Accepted: 03/29/2019] [Indexed: 10/27/2022]
Abstract
Experiencing stressful or traumatic events can result in disabling clinical symptoms of maladaptive emotional memory retrieval, which are only partly addressed by the currently proposed treatments. Cortisol modulation has been shown to affect emotional memory retrieval and potentially reconsolidation, offering an opportunity for developing more efficient treatments for disorders with an emotional memory component. Here, we investigated if cortisol suppression after reactivation of emotional memories weakens later memory thereof. Forty healthy young men were tested in a randomized, placebo controlled, double-blind, and between-subject design, assigned either to a cortisol suppression (metyrapone) group or a placebo group. Participants of both groups, were presented with two emotional stories at an encoding session (Day 1). One of the two stories was later reactivated and followed by metyrapone vs. placebo administration (Day 3). Memory for both stories was tested at a recognition memory session (Day 7). In the group undergoing cortisol suppression after memory reactivation memory performance was weaker compared to the placebo group, tested four days after reactivation. This study shows that cortisol suppression can weaken memory for past events, possibly by altering reconsolidation processes and thus exerting long-lasting weakening effects on the original memory.
Collapse
Affiliation(s)
- Despina Antypa
- Laboratory for Behavioral Neurology and Imaging of Condition, Department of Basic Neurosciences, University of Geneva, Switzerland; Swiss Center for Affective Sciences, University of Geneva, Switzerland
| | - David Rodrigues Cabrita
- Laboratory for Behavioral Neurology and Imaging of Condition, Department of Basic Neurosciences, University of Geneva, Switzerland; Department of Medicine, University of Geneva, Switzerland
| | - Patrik Vuilleumier
- Laboratory for Behavioral Neurology and Imaging of Condition, Department of Basic Neurosciences, University of Geneva, Switzerland; Swiss Center for Affective Sciences, University of Geneva, Switzerland; Department of Clinical Neurology, Geneva University Hospitals, Switzerland
| | - Ulrike Rimmele
- Laboratory for Behavioral Neurology and Imaging of Condition, Department of Basic Neurosciences, University of Geneva, Switzerland; Center for the Interdisciplinary Study of Gerontology and Vulnerability (CIGEV), University of Geneva, Switzerland; Swiss National Center of Competences in Research LIVES - Overcoming vulnerabilities: life course perspective, Lausanne and Geneva, Switzerland.
| |
Collapse
|
14
|
Abstract
Emotional memories are commonly recalled with an increased subjective sense of recollection but not necessarily with more accurate context recollection, depending on the type of context. Response-focused emotion regulation techniques, such as suppressing and intensifying emotion expression, can alter subjective arousal and later memory and confidence about memory. Here, we investigated if emotion suppression affects later subjective sense of recollection as well as context recollection for different types of details. To disentangle the contribution of arousal modulation versus potential cognitive costs of emotion suppression effects on later subjective sense of recollection, we further explored if intensifying emotion expression similarly affects later subjective sense of recollection and actual context recollection as emotion suppression. We found that emotion suppression decreases the subjective sense of recollection, while intensifying emotion expression has no effect on the subjective sense of recollection. In contrast, suppressing emotion did not affect the recollection of extrinsic and intrinsic contextual details, while intensifying emotion expression decreased recollection of intrinsic item features of emotional scenes. In conclusion, response-focused emotion regulation techniques with distinct effects on subjective arousal differentially affect the subjective sense of recollection and memory for contextual details. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
Collapse
Affiliation(s)
- Despina Antypa
- Department of Basic Neurosciences and Swiss Center for Affective Sciences, University of Geneva
| | - Patrik Vuilleumier
- Department of Basic Neurosciences and Swiss Center for Affective Sciences, University of Geneva
| | - Ulrike Rimmele
- Department of Basic Neurosciences and Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva
| |
Collapse
|
15
|
Antypa D, Vuilleumier P, Rimmele U. Suppressing cortisol at encoding reduces the emotional enhancement in subjective sense of recollection. Neurobiol Learn Mem 2018; 155:86-91. [PMID: 29940255 DOI: 10.1016/j.nlm.2018.06.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 04/18/2018] [Accepted: 06/21/2018] [Indexed: 02/06/2023]
Abstract
The stress hormone cortisol, released when encountering an emotional event, contributes to form a strong emotional memory. Such emotionally arousing memories are recalled with an enhanced subjective sense of recollection, i.e. experienced in memory as more vivid and richer in details. We examined here whether cortisol plays a role in this emotional enhancement in subjective sense of recollection for a set of learned scenes. Suppressing cortisol at encoding decreased the emotional enhancement in subjective sense of recollection at a test 28 h later, but did not affect familiarity and memory for a contextual detail. Individual cortisol levels were significantly correlated to emotional enhancement in subjective sense of recollection. These findings indicate that cortisol plays a modulatory role for enhanced subjective sense of recollection for emotional events.
Collapse
Affiliation(s)
- Despina Antypa
- Laboratory for Behavioral Neurology and Imaging of Cognition, Department of Basic Neurosciences, University of Geneva, Switzerland; Swiss Center for Affective Sciences, University of Geneva, Switzerland
| | - Patrik Vuilleumier
- Laboratory for Behavioral Neurology and Imaging of Cognition, Department of Basic Neurosciences, University of Geneva, Switzerland; Swiss Center for Affective Sciences, University of Geneva, Switzerland; Department of Clinical Neurology, Geneva University Hospitals, Switzerland
| | - Ulrike Rimmele
- Laboratory for Behavioral Neurology and Imaging of Cognition, Department of Basic Neurosciences, University of Geneva, Switzerland; Center for the Interdisciplinary Study of Gerontology and Vulnerability (CIGEV), University of Geneva, Geneva, Switzerland.
| |
Collapse
|