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Sallie FN, Pienaar L, Lubbe A, Xhakaza S, Manne SR, de la Torre BG, Albericio F, Mu Daniels W, Me Millen A, Baijnath S. Neurobehavioral and molecular changes in a rodent model of ACTH-induced HPA axis dysfunction. Brain Res 2024; 1834:148913. [PMID: 38580046 DOI: 10.1016/j.brainres.2024.148913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 04/01/2024] [Accepted: 04/02/2024] [Indexed: 04/07/2024]
Abstract
Hypothalamic-pituitary-adrenal (HPA) axis dysregulation is linked to the pathophysiology of depression. Although exogenous adrenocorticotropic hormone (ACTH) is associated with a depressive-like phenotype in rodents, comprehensive neurobehavioral and mechanistic evidence to support these findings are limited. Sprague-Dawley rats (male, n = 30; female, n = 10) were randomly assigned to the control (male, n = 10) or ACTH (male, n = 20; female n = 10) groups that received saline (0.1 ml, sc.) or ACTH (100 μg/day, sc.), respectively, for two weeks. Thereafter, rats in the ACTH group were subdivided to receive ACTH plus saline (ACTH_S; male, n = 10; female, n = 5; 0.2 ml, ip.) or ACTH plus imipramine (ACTH_I; male, n = 10; female, n = 5;10 mg/kg, ip.) for a further four weeks. Neurobehavioral changes were assessed using the forced swim test (FST), the sucrose preference test (SPT), and the open field test (OFT). Following termination, the brain regional mRNA expression of BDNF and CREB was determined using RT-PCR. After two-weeks, ACTH administration significantly increased immobility in the FST (p = 0.03), decreased interaction with the center of the OFT (p < 0.01), and increased sucrose consumption (p = 0.03) in male, but not female rats. ACTH administration significantly increased the expression of BDNF in the hippocampus and CREB in all brain regions in males (p < 0.05), but not in female rats. Imipramine treatment did not ameliorate these ACTH-induced neurobehavioral or molecular changes. In conclusion, ACTH administration resulted in a sex-specific onset of depressive-like symptoms and changes in brain regional expression of neurotrophic factors. These results suggest sex-specific mechanisms underlying the development of depressive-like behavior in a model of ACTH-induced HPA axis dysregulation.
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Affiliation(s)
- Farhanah N Sallie
- Wits Integrated Molecular Physiology Research Initiative, Wits Health Consortium (PTY) Ltd, School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa; School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa
| | - Leandrie Pienaar
- Wits Integrated Molecular Physiology Research Initiative, Wits Health Consortium (PTY) Ltd, School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa; School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa
| | - Andrea Lubbe
- Wits Integrated Molecular Physiology Research Initiative, Wits Health Consortium (PTY) Ltd, School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa; School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa
| | - Sanelisiwe Xhakaza
- Wits Integrated Molecular Physiology Research Initiative, Wits Health Consortium (PTY) Ltd, School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa; School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa
| | - Srinivasa R Manne
- Peptide Science Laboratory, School of Chemistry and Physics, University of KwaZulu-Natal, Durban, South Africa
| | - Beatriz G de la Torre
- Peptide Science Laboratory, School of Chemistry and Physics, University of KwaZulu-Natal, Durban, South Africa
| | - Fernando Albericio
- Peptide Science Laboratory, School of Chemistry and Physics, University of KwaZulu-Natal, Durban, South Africa
| | - William Mu Daniels
- School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa
| | - Aletta Me Millen
- Wits Integrated Molecular Physiology Research Initiative, Wits Health Consortium (PTY) Ltd, School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa; School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa.
| | - Sooraj Baijnath
- Wits Integrated Molecular Physiology Research Initiative, Wits Health Consortium (PTY) Ltd, School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa; School of Physiology, Faculty of Health Sciences, University of The Witwatersrand, Johannesburg, South Africa.
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Qasim AA. Depression Levels in Relation to Oral Hygiene, Gingival Health Status, and Salivary Constituents in a Group of Dental Students: A Cross-Sectional Study. J Int Soc Prev Community Dent 2024; 14:302-307. [PMID: 39380919 PMCID: PMC11458095 DOI: 10.4103/jispcd.jispcd_74_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 04/12/2024] [Accepted: 04/29/2024] [Indexed: 10/10/2024] Open
Abstract
Aim In this study, the effects of depression on oral hygiene, gingival health conditions, and some salivary components (total protein, magnesium, and calcium) were explored. Materials and Methods A total of 207 dental students aged 20-21 years (third grade) in a College of Dentistry, University of Baghdad, Baghdad, Iraq, were examined. They were distributed into four groups (normal, mild depression, moderate depression, and severe and very severe depression) according to the Patient Health Questionnaire for Depression Scoring. Oral examinations include oral hygiene (dental plaque and calculus) and gingival health status; samples were collected from 90 participants to serve as a sub-sample of the total sample and classified as follows: normal (22), mild depression (24), moderate depression (22), and moderately severe and severe depression (22) groups. Then, saliva samples were analyzed to determine the total protein, magnesium, and calcium. Statistical Package for Social Sciences version 21 was used to analyze the data. Results The mean value of oral hygiene and gingival indices increased significantly with increasing severity of depression. For salivary calcium and magnesium, their values decreased with increasing severity of depression, whereas total protein values increased. Salivary calcium and magnesium were negatively correlated with oral hygiene and the gingival indices, and the highest correlations of total proteins with plaque index, calculus index, and gingival index were positive. Conclusions Depressive feelings were observed in dental students. In reality, depression has a close link with oral hygiene and gingival health status, and normal constituents of saliva could be affected.
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Affiliation(s)
- Alhan Ahmed Qasim
- Department of Pedodontics and Preventive Dentistry, College of Dentistry, University of Baghdad, Baghdad, Iraq
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Liebert MA, Urlacher SS, Madimenos FC, Gildner TE, Cepon-Robins TJ, Harrington CJ, Bribiescas RG, Sugiyama LS, Snodgrass JJ. Variation in diurnal cortisol patterns among the Indigenous Shuar of Amazonian Ecuador. Am J Hum Biol 2024:e24056. [PMID: 38517108 DOI: 10.1002/ajhb.24056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Revised: 12/24/2023] [Accepted: 02/09/2024] [Indexed: 03/23/2024] Open
Abstract
OBJECTIVES The hypothalamic-pituitary-adrenal (HPA) axis and its primary end product, the glucocorticoid cortisol, are major components of the evolved human stress response. However, most studies have examined these systems among populations in high-income settings, which differ from the high pathogen and limited resource contexts in which the HPA axis functioned for most of human evolution. METHODS We investigated variability in diurnal salivary cortisol patterns among 298 Indigenous Shuar from Amazonian Ecuador (147 males, 151 females; age 2-86 years), focusing on the effects of age, biological sex, and body mass index (BMI) in shaping differences in diurnal cortisol production. Saliva samples were collected three times daily (waking, 30 minutes post-waking, evening) for three consecutive days to measure key cortisol parameters: levels at waking, the cortisol awakening response, the diurnal slope, and total daily output. RESULTS Age was positively associated with waking levels and total daily output, with Shuar juveniles and adolescents displaying significantly lower levels than adults (p < .05). Sex was not a significant predictor of cortisol levels (p > .05), as Shuar males and females displayed similar patterns of diurnal cortisol production across the life course. Moreover, age, sex, and BMI significantly interacted to moderate the rate of diurnal cortisol decline (p = .027). Overall, Shuar demonstrated relatively lower cortisol concentrations than high-income populations. CONCLUSIONS This study expands the documented range of global variation in HPA axis activity and diurnal cortisol production and provides important insights into the plasticity of human stress physiology across diverse developmental and socioecological settings.
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Affiliation(s)
- Melissa A Liebert
- Department of Anthropology, Northern Arizona University, Flagstaff, Arizona, USA
| | - Samuel S Urlacher
- Department of Anthropology, Baylor University, Waco, Texas, USA
- Child and Brain Development Program, CIFAR, Toronto, Ontario, Canada
| | - Felicia C Madimenos
- Department of Anthropology, Queens College (CUNY), Flushing, New York, USA
- New York Consortium of Evolutionary Primatology (NYCEP), CUNY Graduate Center, New York, New York, USA
| | - Theresa E Gildner
- Department of Anthropology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Tara J Cepon-Robins
- Department of Anthropology, University of Colorado, Colorado Springs, Colorado, Springs, Colorado, USA
| | | | | | | | - J Josh Snodgrass
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
- Center for Global Health, University of Oregon, Eugene, Oregon, USA
- Global Station for Indigenous Studies and Cultural Diversity, Hokkaido University, Sapporo, Japan
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Jang S, Kim IY, Choi SW, Lee A, Lee JY, Shin H, Lee J, Lee M, Lee KR, Jung S, Ryu JS, Oh J, Kwon M, Kim J, Ahn R, Jung YC, Seok JH. Exploratory Clinical Trial of a Depression Diagnostic Software That Integrates Stress Biomarkers and Composite Psychometrics. Psychiatry Investig 2024; 21:230-241. [PMID: 38569581 PMCID: PMC10990624 DOI: 10.30773/pi.2023.0253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 11/09/2023] [Accepted: 11/30/2023] [Indexed: 04/05/2024] Open
Abstract
OBJECTIVE This study evaluated the clinical effectiveness of Minds.NAVI, a depression screening kit combining psychometric measures and stress hormone biomarkers, in a prospective clinical trial. The objective was to assess its potential as a depression screening tool and investigate the associations between psychological assessments, salivary hormone staging, and depression severity. METHODS Thirty-five participants with major depressive disorder and 12 healthy controls (HCs) were included. The Minds.NAVI software, utilizing the PROtective and Vulnerable factors battEry Test (PROVE) and salivary cortisol/dehydroepiandrosterone (DHEA) analysis, was employed. The PROVE test is a comprehensive self-report questionnaire that assesses depressive symptoms, suicide risk, attachment style, adverse childhood experiences, mentalization capacity, and resilience. In addition, salivary cortisol and DHEA levels were measured to evaluate the functional stage of the hypothalamic-pituitary-adrenal (HPA) axis. RESULTS Minds.NAVI exhibited 100% sensitivity, 91.7% specificity, and 97.9% accuracy in distinguishing depression from HCs within an exploratory small group. Salivary stress hormone phases showed changes with depression stage (p=0.030), and the proportion of patients with "adrenal exhaustion stage" was higher in the moderate/severe depression group (p=0.038). Protective/vulnerable factors differed significantly between controls and depressed groups (p<0.001). Cortisol awakening response inversely correlated with depressive symptom severity (r=-0.31, p=0.034). CONCLUSION This study suggested possible clinical effectiveness of Minds.NAVI, a depression screening tool that integrates psychometric measures and stress hormone biomarkers. The findings support the potential association between depression, chronic stress, and HPA axis hyporesponsiveness.
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Affiliation(s)
- Sooah Jang
- Research Institute of Minds.AI, Co. Ltd., Seoul, Republic of Korea
- Institue of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - In-Young Kim
- Research Institute of Minds.AI, Co. Ltd., Seoul, Republic of Korea
| | - Sun-Woo Choi
- Research Institute of Minds.AI, Co. Ltd., Seoul, Republic of Korea
| | - Anna Lee
- Department of Laboratory Medicine, Seoul Clinical Laboratories, Yongin, Republic of Korea
| | - Ju-Yeal Lee
- Research Institute of Minds.AI, Co. Ltd., Seoul, Republic of Korea
| | - Hyunkyung Shin
- Research Institute of Minds.AI, Co. Ltd., Seoul, Republic of Korea
- Institue of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Junwoo Lee
- Research Institute of Minds.AI, Co. Ltd., Seoul, Republic of Korea
| | - Mikyeong Lee
- Department of Laboratory Medicine, Seoul Clinical Laboratories, Yongin, Republic of Korea
| | - Kyoung-Ryul Lee
- Department of Laboratory Medicine, Seoul Clinical Laboratories, Yongin, Republic of Korea
| | - Saeeun Jung
- Research Institute of Minds.AI, Co. Ltd., Seoul, Republic of Korea
| | - Jin Sun Ryu
- Research Institute of Minds.AI, Co. Ltd., Seoul, Republic of Korea
- Institue of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Psychiatry, Myongji Hospital, Hanyang University College of Medicine, Goyang, Republic of Korea
| | - Jihee Oh
- Institue of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Manjae Kwon
- Institue of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Psychiatry, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Joohan Kim
- Department of Communication, Yonsei University, Seoul, Republic of Korea
| | - Ryunsup Ahn
- Institue of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Hormone Analysis Center, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Young-Chul Jung
- Institue of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Psychiatry, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jeong-Ho Seok
- Research Institute of Minds.AI, Co. Ltd., Seoul, Republic of Korea
- Institue of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Psychiatry, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
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Jellinger KA. Understanding depression with amyotrophic lateral sclerosis: a short assessment of facts and perceptions. J Neural Transm (Vienna) 2024; 131:107-115. [PMID: 37922093 DOI: 10.1007/s00702-023-02714-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 10/19/2023] [Indexed: 11/05/2023]
Abstract
Depression with an average prevalence of 25-40% is a serious condition in amyotrophic lateral sclerosis (ALS) that can impact quality of life and survival of patients and caregiver burden, yet the underlying neurobiology is poorly understood. Preexisting depression has been associated with a higher risk of developing ALS, while people with ALS have a significantly higher risk of developing depression that can cause multiple complications. Depression may be a prodromal or subclinical symptom prior to motor involvement, although its relations with disease progression and impairment of quality of life are under discussion. Unfortunately, there are no studies existing that explore the pathogenic mechanisms of depression associated with the basic neurodegenerative process, and no specific neuroimaging data or postmortem findings for the combination of ALS and depression are currently available. Experience from other neurodegenerative processes suggests that depressive symptoms in ALS may be the consequence of cortical thinning in prefrontal regions and other cortex areas, disruption of mood-related brain networks, dysfunction of neurotransmitter systems, changing cortisol levels and other, hitherto unknown mechanisms. Treatment of both ALS and depression is a multidisciplinary task, depression generally being treated with a combination of antidepressant medication, physiotherapy, psychological and other interventions, while electroconvulsive therapy and deep brain stimulation might not be indicated in the majority of patients in view of their poor prognosis. Since compared to depression in other neurodegenerative diseases, our knowledge of its molecular basis in ALS is missing, multidisciplinary clinicopathological studies to elucidate the pathomechanism of depression in motor system disorders including ALS are urgently warranted.
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Affiliation(s)
- Kurt A Jellinger
- Institute of Clinical Neurobiology, Alberichgasse 5/13, 1150, Vienna, Austria.
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Habets PC, Thomas RM, Milaneschi Y, Jansen R, Pool R, Peyrot WJ, Penninx BWJH, Meijer OC, van Wingen GA, Vinkers CH. Multimodal Data Integration Advances Longitudinal Prediction of the Naturalistic Course of Depression and Reveals a Multimodal Signature of Remission During 2-Year Follow-up. Biol Psychiatry 2023; 94:948-958. [PMID: 37330166 DOI: 10.1016/j.biopsych.2023.05.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 05/11/2023] [Accepted: 05/30/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND The ability to predict the disease course of individuals with major depressive disorder (MDD) is essential for optimal treatment planning. Here, we used a data-driven machine learning approach to assess the predictive value of different sets of biological data (whole-blood proteomics, lipid metabolomics, transcriptomics, genetics), both separately and added to clinical baseline variables, for the longitudinal prediction of 2-year remission status in MDD at the individual-subject level. METHODS Prediction models were trained and cross-validated in a sample of 643 patients with current MDD (2-year remission n = 325) and subsequently tested for performance in 161 individuals with MDD (2-year remission n = 82). RESULTS Proteomics data showed the best unimodal data predictions (area under the receiver operating characteristic curve = 0.68). Adding proteomic to clinical data at baseline significantly improved 2-year MDD remission predictions (area under the receiver operating characteristic curve = 0.63 vs. 0.78, p = .013), while the addition of other omics data to clinical data did not yield significantly improved model performance. Feature importance and enrichment analysis revealed that proteomic analytes were involved in inflammatory response and lipid metabolism, with fibrinogen levels showing the highest variable importance, followed by symptom severity. Machine learning models outperformed psychiatrists' ability to predict 2-year remission status (balanced accuracy = 71% vs. 55%). CONCLUSIONS This study showed the added predictive value of combining proteomic data, but not other omics data, with clinical data for the prediction of 2-year remission status in MDD. Our results reveal a novel multimodal signature of 2-year MDD remission status that shows clinical potential for individual MDD disease course predictions from baseline measurements.
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Affiliation(s)
- Philippe C Habets
- Department of Anatomy & Neurosciences, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands; Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands; Department of Internal Medicine, section Endocrinology, Leiden University Medical Center, Leiden, the Netherlands.
| | - Rajat M Thomas
- Department of Anatomy & Neurosciences, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands
| | - Yuri Milaneschi
- Department of Anatomy & Neurosciences, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands; Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands
| | - Rick Jansen
- Department of Anatomy & Neurosciences, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands; Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands
| | - Rene Pool
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Neuroscience Campus Amsterdam, Amsterdam, the Netherlands
| | - Wouter J Peyrot
- Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands; Department of Complex Traits Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, Vrije Universiteit, Amsterdam, the Netherlands
| | - Brenda W J H Penninx
- Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands
| | - Onno C Meijer
- Department of Internal Medicine, section Endocrinology, Leiden University Medical Center, Leiden, the Netherlands
| | - Guido A van Wingen
- Department of Anatomy & Neurosciences, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands
| | - Christiaan H Vinkers
- Department of Anatomy & Neurosciences, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands; Department of Psychiatry, Amsterdam Neuroscience, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands
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Vulpius GM, Köhler-Forsberg K, Ozenne B, Larsen SV, Nasser A, Svarer C, Gillings N, Keller SH, Jørgensen MB, Knudsen GM, Frokjaer VG. Stress Hormone Dynamics Are Coupled to Brain Serotonin 4 Receptor Availability in Unmedicated Patients With Major Depressive Disorder: A NeuroPharm Study. Int J Neuropsychopharmacol 2023; 26:639-648. [PMID: 37542733 PMCID: PMC10519814 DOI: 10.1093/ijnp/pyad041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 08/03/2023] [Indexed: 08/07/2023] Open
Abstract
BACKGROUND A prominent finding in major depressive disorder (MDD) is distorted stress hormone dynamics, which is regulated by serotonergic brain signaling. An interesting feature of the cerebral serotonin system is the serotonin 4 receptor (5-HT4R), which is lower in depressed relative to healthy individuals and also has been highlighted as a promising novel antidepressant target. Here, we test the novel hypothesis that brain 5-HT4R availability in untreated patients with MDD is correlated with cortisol dynamics, indexed by the cortisol awakening response (CAR). Further, we evaluate if CAR changes with antidepressant treatment, including a selective serotonin reuptake inhibitor, and if pretreatment CAR can predict treatment outcome. METHODS Sixty-six patients (76% women) with a moderate to severe depressive episode underwent positron emission tomography imaging with [11C]SB207145 for quantification of brain 5-HT4R binding using BPND as outcome. Serial home sampling of saliva in the first hour from awakening was performed to assess CAR before and after 8 weeks of antidepressant treatment. Treatment outcome was measured by change in Hamilton Depression Rating Scale 6 items. RESULTS In the unmedicated depressed state, prefrontal and anterior cingulate cortices 5-HT4R binding was positively associated with CAR. CAR remained unaltered after 8 weeks of antidepressant treatment, and pretreatment CAR did not significantly predict treatment outcome. CONCLUSIONS Our findings highlight a link between serotonergic disturbances in MDD and cortisol dynamics, which likely is involved in disease and treatment mechanisms. Further, our data support 5-HT4R agonism as a promising precision target in patients with MDD and disturbed stress hormone dynamics.
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Affiliation(s)
- Gunild M Vulpius
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Denmark
- Psychiatric Center Copenhagen, Denmark
| | - Kristin Köhler-Forsberg
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Denmark
- Psychiatric Center Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Denmark
| | - Brice Ozenne
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Denmark
- Department of Public Health, Section of Biostatistics, University of Copenhagen, Denmark
| | - Søren V Larsen
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Denmark
- Department of Clinical Medicine, University of Copenhagen, Denmark
| | - Arafat Nasser
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Denmark
| | - Claus Svarer
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Denmark
| | - Nic Gillings
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital Rigshospitalet, Denmark
| | - Sune H Keller
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital Rigshospitalet, Denmark
| | - Martin B Jørgensen
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Denmark
- Psychiatric Center Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Denmark
| | - Gitte M Knudsen
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Denmark
- Department of Clinical Medicine, University of Copenhagen, Denmark
| | - Vibe G Frokjaer
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Denmark
- Psychiatric Center Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Denmark
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Mandelli L, Milaneschi Y, Hiles S, Serretti A, Penninx BW. Unhealthy lifestyle impacts on biological systems involved in stress response: hypothalamic-pituitary-adrenal axis, inflammation and autonomous nervous system. Int Clin Psychopharmacol 2023; 38:127-135. [PMID: 36730700 PMCID: PMC10063190 DOI: 10.1097/yic.0000000000000437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Accepted: 08/12/2022] [Indexed: 02/04/2023]
Abstract
An unhealthy lifestyle has a critical role in the pathogenesis and course of several chronic disorders. It has been hypothesized that lifestyle may also impact biological systems involved in stress response. A global index of unhealthy lifestyle was calculated based on the cumulative presence of five self-reported lifestyle habits (smoking, excessive alcohol use, drug use, low physical activity and short sleep) in 2783 participants (18-65 years) from the Netherlands Study of Depression and Anxiety. The functioning of biological stress systems was based on multiple physiological measures of cortisol, inflammatory cytokines and autonomic cardiac activity. The unhealthy lifestyle index was associated with hyperactivity of hypothalamus-pituitary-adrenal axis and increased inflammation, indicating that with increasing unhealthy habits, the level of biological stress increases. No association with the autonomic nervous system activity was observed; however, the use of drugs increased parasympathetic cardiac activity and significantly impacted on ANS. Results were not impacted by a recent episode of depression or anxiety disorder. An unhealthy lifestyle may unfavorably impact on biological systems involved in stress response, which may underlie progression of several psychiatric as well as somatic chronic disorders.
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Affiliation(s)
- Laura Mandelli
- Department of Biomedical and Neuromotor science, University of Bologna, Bologna, Italy
| | - Yuri Milaneschi
- Department of Psychiatry, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Sarah Hiles
- Department of Psychiatry, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
- School of Psychological Sciences, College of Engineering, Science and Environment, University of Newcastle, Callaghan, Australia
| | - Alessandro Serretti
- Department of Biomedical and Neuromotor science, University of Bologna, Bologna, Italy
| | - Brenda W. Penninx
- Department of Psychiatry, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
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9
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Vorster-De Wet R, Gerber AM, Raubenheimer JE. Effect of receiving mobile text messages on cortisol concentrations in students at the University of the Free State. Health SA 2023; 28:2064. [PMID: 36873777 PMCID: PMC9982505 DOI: 10.4102/hsag.v28i0.2064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 12/06/2022] [Indexed: 02/05/2023] Open
Abstract
Background Texting has become central to social life, with adverse effects on physiological functioning. Research into the impact of texting on cortisol secretion is limited. Aim Thus study aimed to determine how receiving mobile text messages affected salivary cortisol concentrations and investigate the moderating effects of stress, anxiety and depression on cortisol secretion. Setting Undergraduate physiology students attending physiology lectures at the Faculty of Health Sciences, University of the Free State, 2016. Methods An experimental, crossover, quantitative design was used. Participants were involved over two consecutive days, receiving mobile text messages (intervention) on one day and acting as their own control on the other. Self-reported data on stress, anxiety, depression and subjective experience of the study, and saliva samples were collected. Text frequency and wording (neutral, positive, negative) were varied among participants. Results Forty-eight students participated in the study. Salivary cortisol concentrations did not differ significantly between the intervention and control days. High anxiety levels were associated with increased cortisol concentrations. No associations with cortisol concentrations were documented in low to moderate anxiety, stress, depression or how participants experienced the intervention. There were no significant differences between text frequency, text emotion and change in cortisol concentrations on the intervention day. Conclusion Receiving mobile text messages did not elicit a significant cortisol response in participants. Contribution Findings added to the body of knowledge about the effect of texting on student learning by measuring salivary cortisol concentrations in a lecture setting, with investigation into the moderating effects of stress, anxiety, depression and participants' subjective experience.
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Affiliation(s)
- Roné Vorster-De Wet
- Department of Basic Medical Sciences, Faculty of Health Sciences, University of the Free State, Bloemfontein, South Africa
| | - Anthonie M Gerber
- Department of Basic Medical Sciences, Faculty of Health Sciences, University of the Free State, Bloemfontein, South Africa
| | - Jacques E Raubenheimer
- Department of Biostatistics, Faculty of Health Sciences, University of the Free State, Bloemfontein, South Africa.,Department of Biomedical Informatics and Digital Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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Bate G, Buscemi J, Greenley RN, Tran S, Miller SA. Salivary cortisol levels and appraisals of daily hassles across dimensions of the tripartite model of anxiety and depression in emerging adults. Biol Psychol 2023; 176:108469. [PMID: 36460125 DOI: 10.1016/j.biopsycho.2022.108469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 10/13/2022] [Accepted: 11/28/2022] [Indexed: 11/30/2022]
Abstract
The objective of this study was to investigate how cortisol levels and appraisals of daily hassles differ across tripartite dimensions of depression and anxiety in emerging adults. Data collected from a sample of undergraduate students at a large Midwestern university was used to investigate these aims. This included salivary cortisol data collected over four days, scores on a measure of the tripartite model of anxiety and depression, and scores on a measure of daily hassles administered everyday for two weeks. Generalized estimating equations and multilevel modeling techniques were used to analyze data. Elevated cortisol levels during the awakening period and the evening period, lower total levels across the day, steeper diurnal slopes, and elevated levels of negative affect and physiological hyperarousal predicted experiences of daily hassles. Tripartite dimensions were unrelated to cortisol indices. The present study demonstrates the utility of modeling multiple cortisol indices and provides evidence of differential associations between physiological and phenomenological indices of stress.
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Affiliation(s)
- George Bate
- Department of Psychology, Rosalind Franklin University of Medicine and Science, USA.
| | | | - Rachel Neff Greenley
- Department of Psychology, Rosalind Franklin University of Medicine and Science, USA
| | - Susan Tran
- Department of Psychology, DePaul University, USA
| | - Steven A Miller
- Department of Psychology, Rosalind Franklin University of Medicine and Science, USA
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11
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Rajkumar RP. Comorbid depression and anxiety: Integration of insights from attachment theory and cognitive neuroscience, and their implications for research and treatment. Front Behav Neurosci 2022; 16:1104928. [PMID: 36620859 PMCID: PMC9811005 DOI: 10.3389/fnbeh.2022.1104928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 12/07/2022] [Indexed: 12/24/2022] Open
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12
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Stroud CB, Chen FR, Levin RY, Richman MM, Lamberth E, Doane LD. Individual differences in latent trait cortisol (LTC): Implications for the onset and course of future depressive symptoms. Psychoneuroendocrinology 2022; 146:105926. [PMID: 36155317 DOI: 10.1016/j.psyneuen.2022.105926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 08/12/2022] [Accepted: 09/09/2022] [Indexed: 11/17/2022]
Abstract
Research suggests that various indicators of hypothalamic pituitary adrenal (HPA) axis activity prospectively predict depression, but few studies have evaluated whether trait indicators of HPA axis activity are related to depression. Further, no prior study has examined links between trait cortisol and psychopathology using a trait indicator that captures HPA axis activity over multiple time points. Here we examined whether we could construct an across-wave latent trait cortisol (LTC) factor using cortisol samples collected over 13 weeks, and whether the across-wave LTC prospectively predicted new depressive symptom onsets and symptom duration. Emerging adults (n = 85; M age = 19.37 years) provided salivary cortisol samples four times a day (waking, 30 min and 45 min post-waking and bedtime) over three 3-day measurement waves separated by 6 weeks. Diagnostic interviews at 3 timepoints (baseline, 1- and 2.5 years post-baseline) assessed lifetime and current depressive symptoms. Results indicated that the across-wave LTC predicted new onsets of depressive symptoms and longer symptom duration. Follow-up tests revealed that the link between the across-wave LTC and new onsets was not significant after adjusting for past depressive symptoms. These findings suggest that an indicator of individual differences in HPA axis regulation has implications for depressive symptom onsets and course.
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Affiliation(s)
- Catherine B Stroud
- Department of Psychology, Williams College, Williamstown, MA 01267, USA.
| | - Frances R Chen
- Department of Criminal Justice and Criminology, Georgia State University, Atlanta, GA 30303, USA
| | - Rachel Y Levin
- Department of Psychology, Williams College, Williamstown, MA 01267, USA; Department of Psychology, University of Rochester, Rochester, NY 14627, USA
| | - Morgan M Richman
- Department of Psychology, Williams College, Williamstown, MA 01267, USA; Department of Medicine, University of Virginia, Charlottesville, VA 22903, USA
| | - Erin Lamberth
- Department of Psychology, Williams College, Williamstown, MA 01267, USA; Boston College School of Social Work, Boston College, Chestnut Hill, MA 02467, USA
| | - Leah D Doane
- Department of Psychology, Arizona State University, Tempe, AZ 85287-1104, USA
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13
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Neyer S, Witthöft M, Cropley M, Pawelzik M, Sütterlin S, Lugo RG. The cortisol awakening response at admission to hospital predicts depression severity after discharge in major depressive disorder patients—A replication study. Front Neurosci 2022; 16:952903. [DOI: 10.3389/fnins.2022.952903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 09/21/2022] [Indexed: 11/13/2022] Open
Abstract
The cortisol awakening response (CAR) is a non-invasive biomarker for hypothalamic-pituitary-adrenal axis (HPA) dysregulation, reflecting accumulated stress over time. In a previous study we reported that a blunted CAR before an inpatient treatment predicted self-reported depressive symptoms six weeks and six months after discharge [Eikeseth, F. F., Denninghaus, S., Cropley, M., Witthöft, M., Pawelzik, M., & Sütterlin, S. (2019). The cortisol awakening response at admission to hospital predicts depression severity after discharge in major depressive disorder (MDD) patients. Journal of Psychiatric Research, 111, 44-50)]. This replication study adopted an improved overall methodology with more stringent assessment protocols and monitoring. The longitudinal design included 122 inpatients from a psychosomatic hospital with a diagnosis of MDD displaying symptoms of moderate to severe major depression (n = 80 females). The CAR was measured at intake. Depression severity was assessed as Beck Depression Inventory II scores at intake, discharge, 6 weeks and 6 months following discharge. Results from the original study were replicated in terms of effect size but did not reach statistical significance (correlation between BDI-II 6 months after discharge and AUCg: r = −0.213; p = 0.054). The replication study yielded nearly identical correlation coefficients as in the original study (BDI-II 6 months and CAR, r = −0.223, p < 0.05). The replication of previously reported effect sizes with a concurrent lack of statistical significance in the more restrictive, larger and better controlled replication study may well inform research on psycho-endocrinological predictors for treatment success, but suggests a rather limited practical relevance for cortisol awakening response measures in this clinical context.
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14
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Mental and Body Health: The Association between Psychological Factors, Overweight, and Blood Pressure in Young Adults. J Clin Med 2022; 11:jcm11071999. [PMID: 35407607 PMCID: PMC8999355 DOI: 10.3390/jcm11071999] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 03/28/2022] [Accepted: 04/01/2022] [Indexed: 02/06/2023] Open
Abstract
Comorbidity between cardiometabolic risk factors and major mental health disorders is a public health concern. The close interconnection between the mental and physical aspects of health precludes considering each condition separately. Accordingly, this study sought to explore the interrelationships between psychological factors, overweight, and blood pressure in young adults. One hundred and forty-five young adults participated in the study and were classified according to two independent characteristics: weight condition (normal weight, overweight) and blood pressure (low blood pressure, high blood pressure). Anxiety, depression, and emotional dysregulation were assessed. The results confirmed certain associations, highlighting how cardiometabolic risk factors, such as blood pressure and body mass index, were associated in different ways with mental health, although an interaction between the variables was not reported. In particular, a relationship between body mass index and depression and between anxiety and blood pressure was detected.
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15
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Scarth M, Vonk JMJ, Gerritsen L, GGeerlings MI. Association of childhood maltreatment and cortisol with the severity and stability of depression symptoms. J Affect Disord 2022; 299:559-567. [PMID: 34936915 DOI: 10.1016/j.jad.2021.12.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 12/09/2021] [Accepted: 12/17/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Little is known about patterns of depression symptoms over time in older adults. This study aims to assess the association of childhood maltreatment and cortisol levels with latent classes of depression symptoms over ten years in older adults. METHODS A total of 752 participants (mean age 61.7±9.5, female 18%) in the Second Manifestations of ARTerial disease-Memory, depression and aging (SMART-Medea) study provided up to twenty measures of depression symptoms over ten years based on the Patient Health Questionnaire-9 (PHQ-9). At baseline, salivary cortisol was measured, and childhood maltreatment was assessed. Responses to the PHQ-9 were indicators in a latent class analysis. Multinomial regression determined associations between class membership and cortisol and maltreatment, adjusting for age, sex, and education. RESULTS Four distinct classes were identified; never depressed (n=275, 37%), energy/sleep difficulties (n=237, 32%), mild depression symptoms (n=152, 20%) and fluctuating severe depression (n=88, 12%). Childhood maltreatment was associated with mild depression symptoms (OR=1.95, 95% CI: 1.17-3.25) and fluctuating severe depression (OR=3.50, 95% CI: 1.99-6.15). Blunted morning cortisol was associated with energy/sleep difficulties (OR=0.98, 95% CI: 0.95-1.00) and fluctuating severe depression (OR=0.96, 95% CI: 0.92-0.99). There was no evidence for interaction between maltreatment and cortisol. LIMITATIONS There is limited generalizability due to the cohort consisting of participants with atherosclerosis and being mostly male. This study utilizes retrospective self-reporting of childhood maltreatment. CONCLUSION Childhood maltreatment and blunted morning cortisol independently contribute to a worse depression course. Blunted morning cortisol may contribute to sub-clinical depression symptoms, specifically difficulties with energy levels and sleep.
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Affiliation(s)
- Morgan Scarth
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, The Netherlands
| | - Jet M J Vonk
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, The Netherlands; Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Department of Neurology, Columbia University Medical Center, New York, NY, USA
| | - Lotte Gerritsen
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, The Netherlands; Department of Clinical Psychology, Utrecht University, Utrecht, The Netherlands
| | - Mirjam I GGeerlings
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, The Netherlands; Department of Clinical Psychology, Utrecht University, Utrecht, The Netherlands
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- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, The Netherlands
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16
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Weber C, Fangauf SV, Michal M, Ronel J, Herrmann-Lingen C, Ladwig KH, Beutel M, Albus C, Söllner W, Perschel FH, de Zwaan M, Fritzsche K, Deter HC. Cortisol Awakening Reaction and Anxiety in Depressed Coronary Artery Disease Patients. J Clin Med 2022; 11:jcm11020374. [PMID: 35054071 PMCID: PMC8779785 DOI: 10.3390/jcm11020374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Revised: 12/19/2021] [Accepted: 01/07/2022] [Indexed: 11/16/2022] Open
Abstract
Disturbances of HPA axis functioning as represented by cortisol awakening reaction (CAR) belong to the mediating pathways linking psychosocial distress and cardiovascular risk. Both depression and anxiety have been confirmed as independent risk factors for coronary artery disease (CAD). However, data on anxiety and cortisol output in CAD patients are scarce. Based on previous data, we hypothesized that anxiety would be associated with higher cortisol output and a more pronounced morning increase in moderately depressed CAD patients. 77 patients (60 y, 79% male) underwent saliva sampling (+0, +30, +45, +60 min after awakening, midday and late-night sample). Anxiety was measured using the Hospital Anxiety and Depression Scale (HADS) and patients were grouped into anxious versus non anxious subjects based upon the recommended score (≥11). A repeated measures ANOVA yielded a significant time and quadratic time effect referring to the typical CAR. Anxious patients showed a significantly steeper 30 min increase, higher AUCi, lower waking and late-night cortisol levels. The steeper cortisol increase in the anxious group is in line with previous data and may be interpreted as a biological substrate of affect regulation. The lower basal and late-night levels coupled with greater AUCi mirror a more dynamic reactivity pattern compared to depressed subjects without anxiety.
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Affiliation(s)
- Cora Weber
- Department of Psychosomatic Medicine and Psychotherapy, Clinic Hennigsdorf, Oberhavel Clinic, 16761 Hennigsdorf, Germany
- Department of Psychosomatics and Psychotherapy, Campus Benjamin Franklin, Charité Universitätsmedizin Berlin, 12203 Berlin, Germany;
- Correspondence:
| | - Stella V. Fangauf
- Department of Psychosomatic Medicine and Psychotherapy, University of Göttingen Medical Center, 37075 Göttingen, Germany; (S.V.F.); (C.H.-L.)
| | - Matthias Michal
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center Mainz, 55131 Mainz, Germany; (M.M.); (M.B.)
| | - Joram Ronel
- Department of Psychosomatic Medicine, Klinik Barmelweid, 5017 Barmelweid, Switzerland;
| | - Christoph Herrmann-Lingen
- Department of Psychosomatic Medicine and Psychotherapy, University of Göttingen Medical Center, 37075 Göttingen, Germany; (S.V.F.); (C.H.-L.)
| | - Karl-Heinz Ladwig
- Department of Psychosomatic Medicine and Psychotherapy, University Hospital Rechts der Isar, Technical University of Munich, 81675 Munich, Germany;
| | - Manfred Beutel
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center Mainz, 55131 Mainz, Germany; (M.M.); (M.B.)
| | - Christian Albus
- Department of Psychosomatics and Psychotherapy, University of Cologne, 50937 Cologne, Germany;
| | - Wolfgang Söllner
- Department of Psychosomatic Medicine and Psychotherapy, Paracelsus Medical University, Nuremberg Medical Hospital, 90419 Nuremberg, Germany;
| | - Frank Holger Perschel
- Institute of Laboratory Medicine, Clinical Chemistry and Pathobiochemistry, Charité Universitätsmedizin Berlin, 13353 Berlin, Germany;
- Labor Berlin, Charité Vivantes GmbH, 13353 Berlin, Germany
| | - Martina de Zwaan
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, 30625 Hannover, Germany;
| | - Kurt Fritzsche
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center Freiburg, 79104 Freiburg, Germany;
| | - Hans-Christian Deter
- Department of Psychosomatics and Psychotherapy, Campus Benjamin Franklin, Charité Universitätsmedizin Berlin, 12203 Berlin, Germany;
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17
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Martino PL, Pulopulos MM, Canto CD, Dupanlou ML, Rubio SM, Bonet JL. High levels of TNF-α are associated with symptoms of depression in health professionals at a hospital. REVISTA DE PSIQUIATRIA Y SALUD MENTAL 2021. [DOI: 10.1016/j.rpsm.2021.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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18
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Galvão ACDM, Almeida RN, de Sousa Júnior GM, Leocadio-Miguel MA, Palhano-Fontes F, de Araujo DB, Lobão-Soares B, Maia-de-Oliveira JP, Nunes EA, Hallak JEC, Sarris J, Galvão-Coelho NL. Potential biomarkers of major depression diagnosis and chronicity. PLoS One 2021; 16:e0257251. [PMID: 34587177 PMCID: PMC8480905 DOI: 10.1371/journal.pone.0257251] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 08/26/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Molecular biomarkers are promising tools to be routinely used in clinical psychiatry. Among psychiatric diseases, major depression disorder (MDD) has gotten attention due to its growing prevalence and morbidity. METHODS We tested some peripheral molecular parameters such as serum mature Brain-Derived Neurotrophic Factor (mBDNF), plasma C-Reactive Protein (CRP), serum cortisol (SC), and the salivary Cortisol Awakening Response (CAR), as well as the Pittsburgh sleep quality inventory (PSQI), as part of a multibiomarker panel for potential use in MDD diagnosis and evaluation of disease's chronicity using regression models, and ROC curve. RESULTS For diagnosis model, two groups were analyzed: patients in the first episode of major depression (MD: n = 30) and a healthy control (CG: n = 32). None of those diagnosis models tested had greater power than Hamilton Depression Rating Scale-6. For MDD chronicity, a group of patients with treatment-resistant major depression (TRD: n = 28) was tested across the MD group. The best chronicity model (p < 0.05) that discriminated between MD and TRD included four parameters, namely PSQI, CAR, SC, and mBDNF (AUC ROC = 0.99), with 96% of sensitivity and 93% of specificity. CONCLUSION These results indicate that changes in specific biomarkers (CAR, SC, mBDNF and PSQI) have potential on the evaluation of MDD chronicity, but not for its diagnosis. Therefore, these findings can contribute for further studies aiming the development of a stronger model to be commercially available and used in psychiatry clinical practice.
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Affiliation(s)
- Ana Cecília de Menezes Galvão
- Laboratory of Hormone Measurement, Postgraduate Program in Psychobiology and Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Raíssa Nobrega Almeida
- Laboratory of Hormone Measurement, Postgraduate Program in Psychobiology and Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Geovan Menezes de Sousa Júnior
- Laboratory of Hormone Measurement, Postgraduate Program in Psychobiology and Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Mário André Leocadio-Miguel
- Laboratory of Hormone Measurement, Postgraduate Program in Psychobiology and Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | | | | | - Bruno Lobão-Soares
- National Institute of Science and Technology in Translational Medicine, Ribeirao Preto, Brazil
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - João Paulo Maia-de-Oliveira
- National Institute of Science and Technology in Translational Medicine, Ribeirao Preto, Brazil
- Department of Clinical Medicine, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Emerson Arcoverde Nunes
- National Institute of Science and Technology in Translational Medicine, Ribeirao Preto, Brazil
- Department of Psychiatry, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Jaime Eduardo Cecilio Hallak
- National Institute of Science and Technology in Translational Medicine, Ribeirao Preto, Brazil
- Department of Neurosciences and Behavior, University of Sao Paulo (USP), Ribeirão Preto, SP, Brazil
| | - Jerome Sarris
- NICM Health Research Institute, Western Sydney University, Westmead, Australia
- Professorial Unit, Department of Psychiatry, The Melbourne Clinic, University of Melbourne, Melbourne, Australia
| | - Nicole Leite Galvão-Coelho
- Laboratory of Hormone Measurement, Postgraduate Program in Psychobiology and Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, RN, Brazil
- National Institute of Science and Technology in Translational Medicine, Ribeirao Preto, Brazil
- NICM Health Research Institute, Western Sydney University, Westmead, Australia
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19
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Ding Y, Wei Z, Yan H, Guo W. Efficacy of Treatments Targeting Hypothalamic-Pituitary-Adrenal Systems for Major Depressive Disorder: A Meta-Analysis. Front Pharmacol 2021; 12:732157. [PMID: 34566653 PMCID: PMC8461240 DOI: 10.3389/fphar.2021.732157] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 08/30/2021] [Indexed: 12/27/2022] Open
Abstract
Abnormal hypothalamic-pituitary-adrenal (HPA) axis has been implicated in major depressive disorder (MDD). A number of studies have attempted to use HPA-modulating medications to treat depression. However, their results are inconsistent. The efficacy of these drugs for MDD remains uncertain. The aims of this meta-analysis were to determine the effect and safety profile of HPA-targeting medications for MDD. World of Science and PubMed databases were comprehensively searched up to March 2021. All randomized controlled trials (RCTs) and open-label trials exploring antiglucocorticoid and related medications in patients with depression were included. Standardized mean differences (SMDs) and risk ratios (RRs) with 95% confidence intervals (CIs) were calculated for continuous or dichotomous outcomes, respectively. In the meta-analysis, we identified 16 RCTs and seven open-label studies that included 2972 subjects. Pooling the change data that assessed the efficacy across all included HPA-targeting medications for depression showed a significant difference between interventions and controls with very small heterogeneity after influence analysis (SMD = 0.138, 95%CI = 0.052, 0.224, p = 0.002; I2 = 20.7%, p = 0.212). No obvious publication bias was observed (p = 0.127). Effectiveness remained significant in patients with MDD (SMD = 0.136, 95%CI = 0.049, 0.223, p = 0.002). Subgroup analysis showed a significant difference favoring mifepristone and vasopressin 1B (V1B) receptor antagonist treatment. Adverse events were reported by 14 studies and our analysis of high-quality studies showed a significant difference in favor of controls (RR = 1.283, 95%CI = 1.134, 1.452, p = 0). Our study suggested that patients with MDD may benefit from mifepristone and V1B receptor antagonist treatments that have tolerable side effects. HPA-based medications are promising for depression treatment. However, additional high-quality RCTs, including head-to-head trials, are needed. Systematic Review Registration:https://www.crd.york.ac.uk/PROSPERO/, identifier registration number: CRD42021247279
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Affiliation(s)
- Yudan Ding
- National Clinical Research Center for Mental Disorders, Department of Psychiatry, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Zirou Wei
- Mental Health Center, The Second Affiliated Hospital, Guangxi Medical University, Nanning, China
| | - Haohao Yan
- National Clinical Research Center for Mental Disorders, Department of Psychiatry, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Wenbin Guo
- National Clinical Research Center for Mental Disorders, Department of Psychiatry, The Second Xiangya Hospital of Central South University, Changsha, China
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20
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Hurtado-Ruzza R, Iglesias ÓÁC, Dacal-Quintas R, Becerro-de-Bengoa-Vallejo R, Calvo-Lobo C, San-Antolín M, Losa-Iglesias ME, López-López D. Asthma, much more than a respiratory disease: influence of depression and anxiety. ACTA ACUST UNITED AC 2021; 67:571-576. [PMID: 34495063 DOI: 10.1590/1806-9282.20201066] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 01/24/2021] [Indexed: 11/22/2022]
Abstract
OBJECTIVE The goals of this study are to compare self-reported depression and anxiety in subjects diagnosed of asthma and healthy controls. METHODS We designed a case-control study. Subjects were recruited using a consecutive sampling method from a single institution. Two groups were created: Asthma and healthy controls. Data of medical history and demographic background were collected from the medical record. Self-reported depression level was assessed using Beck's depression inventory (BDI). Self-reported anxiety was measured with the "State-trait anxiety inventory" (STAI). RESULTS Fifty-one subjects with asthma, and fifty healthy patients were included in this study. BDI scores (p<0.001) were higher for asthma (10.22±7.3) than in the control group (5.2±6.56). STAI state (p<0.001) was higher in asthma (42.61±11.5) than in controls (34.88±9.25). STAI trait (p<0.001) showed higher scores in asthma (43.14±10.89) than in controls (34.62±9.19). CONCLUSIONS These study findings showed that BDI, and STAI trait and state scores are significantly higher in subjects who suffer from asthma than healthy controls.
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Affiliation(s)
- Rafael Hurtado-Ruzza
- Universidade da Coruña, Research, Faculty of Nursing and Podiatry, Health and Podiatry Group, Department of Health Sciences - Ferrol, Spain.,Complexo Hospitalario Universitario de Ourense - Ourense, Spain
| | - Óscar Álvarez-Calderón Iglesias
- Universidade da Coruña, Research, Faculty of Nursing and Podiatry, Health and Podiatry Group, Department of Health Sciences - Ferrol, Spain.,Complexo Hospitalario Universitario de Ourense - Ourense, Spain
| | - Raquel Dacal-Quintas
- Complexo Hospitalario Universitario de Ourense, Pneumology Department - Ourense, Spain
| | | | - César Calvo-Lobo
- Universidad Complutense de Madrid, Faculty of Nursing, Physiotherapy, and Podology - Madri, Spain
| | - Marta San-Antolín
- Universidad Europea de Madrid, Department of Psychology - Madrid, Spain
| | | | - Daniel López-López
- Universidade da Coruña, Research, Faculty of Nursing and Podiatry, Health and Podiatry Group, Department of Health Sciences - Ferrol, Spain
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21
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de Menezes Galvão AC, Almeida RN, de Sousa GM, Leocadio-Miguel MA, Palhano-Fontes F, de Araujo DB, Lobão-Soares B, Maia-de-Oliveira JP, Nunes EA, Hallak JEC, Schuch FB, Sarris J, Galvão-Coelho NL. Pathophysiology of Major Depression by Clinical Stages. Front Psychol 2021; 12:641779. [PMID: 34421705 PMCID: PMC8374436 DOI: 10.3389/fpsyg.2021.641779] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 06/23/2021] [Indexed: 01/01/2023] Open
Abstract
The comprehension of the pathophysiology of the major depressive disorder (MDD) is essential to the strengthening of precision psychiatry. In order to determine the relationship between the pathophysiology of the MDD and its clinical progression, analyzed by severity of the depressive symptoms and sleep quality, we conducted a study assessing different peripheral molecular biomarkers, including the levels of plasma C-reactive protein (CRP), serum mature brain-derived neurotrophic factor (mBDNF), serum cortisol (SC), and salivary cortisol awakening response (CAR), of patients with MDD (n = 58) and a control group of healthy volunteers (n = 62). Patients with the first episode of MDD (n = 30) had significantly higher levels of CAR and SC than controls (n = 32) and similar levels of mBDNF of controls. Patients with treatment-resistant depression (TRD, n = 28) presented significantly lower levels of SC and CAR, and higher levels of mBDNF and CRP than controls (n = 30). An increased severity of depressive symptoms and worse sleep quality were correlated with levels low of SC and CAR, and with high levels of mBDNF. These results point out a strong relationship between the stages clinical of MDD and changes in a range of relevant biological markers. This can assist in the development of precision psychiatry and future research on the biological tests for depression.
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Affiliation(s)
- Ana Cecília de Menezes Galvão
- Postgraduate Program in Psychobiology, Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Raíssa Nobrega Almeida
- Postgraduate Program in Psychobiology, Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Geovan Menezes de Sousa
- Postgraduate Program in Psychobiology, Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Mario André Leocadio-Miguel
- Laboratory of Neurobiology and Biological Rhythms, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil
| | | | | | - Bruno Lobão-Soares
- National Institute of Science and Technology in Translational Medicine, São Paulo, Brazil
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte, Natal, Brazil
| | - João Paulo Maia-de-Oliveira
- National Institute of Science and Technology in Translational Medicine, São Paulo, Brazil
- Department of Clinical Medicine, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Emerson Arcoverde Nunes
- National Institute of Science and Technology in Translational Medicine, São Paulo, Brazil
- Department of Psychiatry, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Jaime Eduardo Cecilio Hallak
- National Institute of Science and Technology in Translational Medicine, São Paulo, Brazil
- Department of Neurosciences and Behavior, University of São Paulo, São Paulo, Brazil
| | - Felipe Barreto Schuch
- Department of Sports Methods and Techniques, Federal University of Santa Maria, Santa Maria, Brazil
| | - Jerome Sarris
- NICM Health Research Institute, Western Sydney University, Westmead, NSW, Australia
- Professorial Unit, The Melbourne Clinic, Department of Psychiatry, University of Melbourne, Parkville, VIC, Australia
| | - Nicole Leite Galvão-Coelho
- Postgraduate Program in Psychobiology, Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil
- National Institute of Science and Technology in Translational Medicine, São Paulo, Brazil
- NICM Health Research Institute, Western Sydney University, Westmead, NSW, Australia
- Professorial Unit, The Melbourne Clinic, Department of Psychiatry, University of Melbourne, Parkville, VIC, Australia
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22
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Raffetti E, Andersson F, Donato F, Kong L, Efstathopoulos P, Lavebratt C, Forsell Y, Galanti MR. No association of cigarette smoking and depressive symptoms with cortisol concentration in adolescents. Results from a population-based Swedish cohort. Psychiatry Res 2021; 301:113968. [PMID: 33984825 DOI: 10.1016/j.psychres.2021.113968] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 04/20/2021] [Indexed: 10/21/2022]
Abstract
Several studies have shown that smoking increases the risk of depressive symptoms, and suggested a possible role of the hypothalamic-pituitary-adrenal axis in the smoking-depression pathway. This study aimed to assess if smokers have higher cortisol levels than non-smokers, and if higher cortisol levels are associated with depressive symptoms. Saliva samples were collected from a subgroup of 409 participants at enrolment (13-14 years old) and two years later (15-16 years old). First, we examined the association between smoking phenotypes and cortisol concentration. Second, we evaluated whether these associations differed between adolescents with and without depressive symptoms. The mean difference between smokers and non-smokers in cortisol concentrations was close to zero at both time points. For instance, the adjusted mean difference for morning cortisol concentration between current and non-current smokers was 0.000 µg/dl [95% CI -0.055, 0.056]. In addition, there were no differences in cortisol concentration at the second time-point between those who had smoked and those who did not during the two previous years. Moreover, cortisol levels were not associated with depressive symptoms. The hypothesis that dysregulation of the hypothalamic-pituitary-adrenal axis might be involved in the association between smoking behavior and depressive symptoms during adolescence was not supported by this data.
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Affiliation(s)
- Elena Raffetti
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden.
| | - Filip Andersson
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden; Centre for Epidemiology and Community Medicine, Stockholm Region, Stockholm, Sweden
| | - Francesco Donato
- Unit of Hygiene, Epidemiology and Public Health, University of Brescia, Brescia, Italy
| | - Linghua Kong
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Paschalis Efstathopoulos
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Catharina Lavebratt
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Yvonne Forsell
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden; Centre for Epidemiology and Community Medicine, Stockholm Region, Stockholm, Sweden
| | - Maria Rosaria Galanti
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden; Centre for Epidemiology and Community Medicine, Stockholm Region, Stockholm, Sweden
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Romijn M, van Tilburg LJL, Hollanders JJ, van der Voorn B, de Goede P, Dolman KM, Heijboer AC, Broekman BFP, Rotteveel J, Finken MJJ. The Association between Maternal Stress and Glucocorticoid Rhythmicity in Human Milk. Nutrients 2021; 13:nu13051608. [PMID: 34064929 PMCID: PMC8151700 DOI: 10.3390/nu13051608] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 05/02/2021] [Accepted: 05/06/2021] [Indexed: 11/16/2022] Open
Abstract
Background: Chronic stress is often accompanied by alterations in the diurnal rhythm of hypothalamus–pituitary–adrenal activity. However, there are limited data on the diurnal rhythmicity of breast milk glucocorticoids (GCs) among women with psychological distress. We compared mothers who sought consultation at an expertise center for pregnant women with an increased risk of psychological distress with control mothers for GC diurnal rhythmicity in milk and saliva obtained at the same time. Methods: We included 19 mothers who sought consultation at the psychiatry–obstetric–pediatric (POP) outpatient clinic and 44 control mothers. One month postpartum, mothers collected on average eight paired milk and saliva samples during a 24 h period. GC levels were measured using liquid chromatography–tandem mass spectrometry. GC rhythmicity parameters were determined with specialized software. Results: For both milk and saliva, no group differences regarding GC rhythms were found. Milk cortisol area under the curve with respect to the ground was lower in the POP group than in the control group (p = 0.02). GC levels in human milk and saliva were highly correlated within each group (p < 0.001). Conclusion: Although there were no differences between groups in GC rhythmicity, the total amount of milk cortisol was lower in the POP group. Long-term follow-up is needed to address the impact of vertical transmission of breast milk GCs.
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Affiliation(s)
- Michelle Romijn
- Department of Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam University Medical Centers, location VUmc, 1081 HV Amsterdam, The Netherlands; (L.J.L.v.T.); (J.J.H.); (J.R.); (M.J.J.F.)
- Department of Pediatrics, Amsterdam Reproduction & Development Research Institute, Vrije Universiteit Amsterdam, Amsterdam UMC, 1081 HV Amsterdam, The Netherlands
- Correspondence: ; Tel.: +31-(0)20-444-3137
| | - Luca J. L. van Tilburg
- Department of Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam University Medical Centers, location VUmc, 1081 HV Amsterdam, The Netherlands; (L.J.L.v.T.); (J.J.H.); (J.R.); (M.J.J.F.)
| | - Jonneke J. Hollanders
- Department of Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam University Medical Centers, location VUmc, 1081 HV Amsterdam, The Netherlands; (L.J.L.v.T.); (J.J.H.); (J.R.); (M.J.J.F.)
| | - Bibian van der Voorn
- Department of Pediatrics, Division of Endocrinology, Erasmus MC-Sophia Children’s Hospital, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands;
| | - Paul de Goede
- Laboratory of Endocrinology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam Gastroenterology & Metabolism, 1105 AZ Amsterdam, The Netherlands;
| | - Koert M. Dolman
- Department of Pediatrics, Onze Lieve Vrouwe Gasthuis (OLVG), 1006 AE Amsterdam, The Netherlands;
| | - Annemieke C. Heijboer
- Department of Clinical Chemistry, Endocrine Laboratory, Vrije Universiteit Amsterdam, Amsterdam UMC, 1081 HV Amsterdam, The Netherlands;
| | - Birit F. P. Broekman
- Department of Psychiatry, VU University Medical Centre, Amsterdam UMC, 1081 HV Amsterdam, The Netherlands;
| | - Joost Rotteveel
- Department of Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam University Medical Centers, location VUmc, 1081 HV Amsterdam, The Netherlands; (L.J.L.v.T.); (J.J.H.); (J.R.); (M.J.J.F.)
| | - Martijn J. J. Finken
- Department of Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam University Medical Centers, location VUmc, 1081 HV Amsterdam, The Netherlands; (L.J.L.v.T.); (J.J.H.); (J.R.); (M.J.J.F.)
- Department of Pediatrics, Amsterdam Reproduction & Development Research Institute, Vrije Universiteit Amsterdam, Amsterdam UMC, 1081 HV Amsterdam, The Netherlands
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Hovenkamp-Hermelink JHM, Jeronimus BF, Myroniuk S, Riese H, Schoevers RA. Predictors of persistence of anxiety disorders across the lifespan: a systematic review. Lancet Psychiatry 2021; 8:428-443. [PMID: 33581052 DOI: 10.1016/s2215-0366(20)30433-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 09/23/2020] [Accepted: 09/23/2020] [Indexed: 01/10/2023]
Abstract
Despite the substantial disease burden of anxiety disorders, physicians have a poor understanding of factors that predict their typical persistent course. This systematic review of predictors of persistent anxiety disorders covered 48 studies with 29 690 patients diagnosed with an anxiety disorder that were published in PubMed, PsycINFO, and Web of Science between Jan 1, 1980 (introduction of DSM-III), and Dec 1, 2019. We also compared predictors between children, adolescents, adults, and older adults (ie, ≥55 years). A persistent course was primarily predicted by clinical and psychological characteristics, including having panic attacks, co-occurring personality disorders, treatment seeking, poor clinical status after treatment, higher severity and longer duration of avoidance behaviour, low extraversion, higher anxiety sensitivity, and higher behavioural inhibition. Unlike disorder onset, sociodemographic characteristics did not predict persistence. Our results outline a profile of patients with specific clinical and psychological characteristics who are particularly vulnerable to anxiety disorder persistence. Clinically, these patients probably deserve additional or more intensive treatment to prevent development of chronicity.
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Affiliation(s)
- Johanna H M Hovenkamp-Hermelink
- Interdisciplinary Center Psychopathology and Emotional regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands.
| | - Bertus F Jeronimus
- Interdisciplinary Center Psychopathology and Emotional regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands; Department of Developmental Psychology, University of Groningen, Groningen, Netherlands
| | - Solomiia Myroniuk
- Department of Developmental Psychology, University of Groningen, Groningen, Netherlands
| | - Harriëtte Riese
- Interdisciplinary Center Psychopathology and Emotional regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Robert A Schoevers
- Interdisciplinary Center Psychopathology and Emotional regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
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25
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Psychedelic Medicines in Major Depression: Progress and Future Challenges. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1305:515-533. [PMID: 33834416 DOI: 10.1007/978-981-33-6044-0_26] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The volume of research on the therapeutic use of psychedelic drugs has been increasing during the last decades. Partly because of the need of innovative treatments in psychiatry, several studies have assessed the safety and efficacy of drugs like psilocybin or ayahuasca for a wide range of mental disorders, including major depression. The first section of this chapter will offer an introduction to psychedelic research, including a brief historical overview and discussions about appropriate terminology. In the second section, the recently published clinical trials in which psychedelic drugs were administered to patients will be analysed in detail. Then, in the third section, the main neurobiological mechanisms of these drugs will be described, noting that while some of these mechanisms could be potentially associated with their therapeutic properties, they are commonly used as adjuvants in psychotherapeutic processes. The last section suggests future challenges for this groundbreaking field of research and therapy.
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26
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Ter Meulen WG, Draisma S, van Hemert AM, Schoevers RA, Kupka RW, Beekman ATF, Penninx BWJH. Depressive and anxiety disorders in concert-A synthesis of findings on comorbidity in the NESDA study. J Affect Disord 2021; 284:85-97. [PMID: 33588240 DOI: 10.1016/j.jad.2021.02.004] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 01/25/2021] [Accepted: 02/01/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND Comorbidity of depressive and anxiety disorders is common and remains incompletely comprehended. This paper summarizes findings from the Netherlands Study of Depression and Anxiety (NESDA) regarding prevalence, temporal sequence, course and longitudinal patterns; sociodemographic, vulnerability and neurobiological indicators; and functional, somatic and mental health indicators of comorbidity. METHODS Narrative synthesis of earlier NESDA based papers on comorbidity (n=76). RESULTS Comorbidity was the rule in over three-quarter of subjects with depressive and/or anxiety disorders, most often preceded by an anxiety disorder. Higher severity and chronicity characterized a poorer comorbidity course. Over time, transitions between depressive and anxiety disorders were common. Consistent comorbidity risk indicators in subjects with depressive and anxiety disorders were childhood trauma, neuroticism and early age of onset. Psychological vulnerabilities, such as trait avoidance tendencies, were more pronounced in comorbid than in single disorders. In general, there were few differences in biological markers and neuroimaging findings between persons with comorbid versus single disorders. Most functional, somatic, and other mental health indicators, ranging from disability to cardiovascular and psychiatric multimorbidity, were highest in comorbid disorders. LIMITATIONS The observational design of NESDA limits causal inference. Attrition was higher in comorbid relative to single disorders. CONCLUSIONS As compared to single disorders, persons with comorbid depressive and anxiety disorders were characterized by more psychosocial risk determinants, more somatic and other psychiatric morbidities, more functional impairments, and poorer outcome. These results justify specific attention for comorbidity of depressive and anxiety disorders, particularly in treatment settings.
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Affiliation(s)
- Wendela G Ter Meulen
- Amsterdam UMC, Vrije Universiteit Amsterdam, Psychiatry, Amsterdam Public Health, Amsterdam, The Netherlands & GGZ inGeest Specialized Mental Health Care, Research and Innovation, Amsterdam, the Netherlands; GGZ inGeest Specialized Mental Health Care, Research and Innovation, Oldenaller 1, 1081 HJ Amsterdam, the Netherlands.
| | - Stasja Draisma
- Amsterdam UMC, Vrije Universiteit Amsterdam, Psychiatry, Amsterdam Public Health, Amsterdam, The Netherlands & GGZ inGeest Specialized Mental Health Care, Research and Innovation, Amsterdam, the Netherlands; GGZ inGeest Specialized Mental Health Care, Research and Innovation, Oldenaller 1, 1081 HJ Amsterdam, the Netherlands.
| | - Albert M van Hemert
- Leiden University, Leiden University Medical Centre, Department of Psychiatry, Leiden, the Netherlands.
| | - Robert A Schoevers
- University of Groningen, University Medical Center Groningen, Department of Psychiatry, Research School of Behavioral and Cognitive Neurosciences (BCN), Groningen, the Netherlands.
| | - Ralph W Kupka
- Amsterdam UMC, Vrije Universiteit Amsterdam, Psychiatry, Amsterdam Public Health, Amsterdam, The Netherlands & GGZ inGeest Specialized Mental Health Care, Research and Innovation, Amsterdam, the Netherlands; GGZ inGeest Specialized Mental Health Care, Research and Innovation, Oldenaller 1, 1081 HJ Amsterdam, the Netherlands.
| | - Aartjan T F Beekman
- Amsterdam UMC, Vrije Universiteit Amsterdam, Psychiatry, Amsterdam Public Health, Amsterdam, The Netherlands & GGZ inGeest Specialized Mental Health Care, Research and Innovation, Amsterdam, the Netherlands; GGZ inGeest Specialized Mental Health Care, Research and Innovation, Oldenaller 1, 1081 HJ Amsterdam, the Netherlands.
| | - Brenda W J H Penninx
- Amsterdam UMC, Vrije Universiteit Amsterdam, Psychiatry, Amsterdam Public Health, Amsterdam, The Netherlands & GGZ inGeest Specialized Mental Health Care, Research and Innovation, Amsterdam, the Netherlands; GGZ inGeest Specialized Mental Health Care, Research and Innovation, Oldenaller 1, 1081 HJ Amsterdam, the Netherlands.
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Precision Psychiatry: Biomarker-Guided Tailored Therapy for Effective Treatment and Prevention in Major Depression. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1305:535-563. [PMID: 33834417 DOI: 10.1007/978-981-33-6044-0_27] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Depression contributes greatly to global disability and is a leading cause of suicide. It has multiple etiologies and therefore response to treatment can vary significantly. By applying the concepts of personalized medicine, precision psychiatry attempts to optimize psychiatric patient care by better predicting which individuals will develop an illness, by giving a more accurate biologically based diagnosis, and by utilizing more effective treatments based on an individual's biological characteristics (biomarkers). In this chapter, we discuss the basic principles underlying the role of biomarkers in psychiatric pathology and then explore multiple biomarkers that are specific to depression. These include endophenotypes, gene variants/polymorphisms, epigenetic factors such as methylation, biochemical measures, circadian rhythm dysregulation, and neuroimaging findings. We also examine the role of early childhood trauma in the development of, and treatment response to, depression. In addition, we review how new developments in technology may play a greater role in the determination of new biomarkers for depression.
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Inhaled corticosteroids as treatment for adolescent asthma: effects on adult anxiety-related outcomes in a murine model. Psychopharmacology (Berl) 2021; 238:165-179. [PMID: 33011818 PMCID: PMC8787845 DOI: 10.1007/s00213-020-05666-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 09/14/2020] [Indexed: 02/02/2023]
Abstract
RATIONALE Allergic asthma, typically controlled with inhaled corticosteroids (ICS), is the leading chronic health condition for youth under 18 years of age. During this peri-adolescent period, significant brain maturation occurs. Prior studies indicate that both chronic inflammation and corticosteroid medications increase risk for developing an internalizing disorder like anxiety. OBJECTIVES To determine if chronic ICS treatments exacerbate or alleviate anxiety symptoms associated with developmental allergic asthma, we used a mouse model to isolate the influence of ICS (fluticasone propionate, FLU) vs. airway inflammation (induced with house dust mite extract, HDM). METHODS During development, male and female BALB/cJ mice were repeatedly exposed to HDM or saline plus one of four FLU doses (none/vehicle, low, moderate, or high). In adulthood, we assessed lung inflammation, circulating and excreted corticosteroids, anxiety-like behavior, and gene expression in stress and emotion regulation brain regions. RESULTS FLU treatment decreased body weight and anxiety-like behavior and increased fecal corticosterone metabolite concentrations and Crhr2 gene expression in ventral hippocampus. FLU effects were only observed in saline/non-HDM-exposed mice, and the FLU doses used did not significantly decrease HDM-induced airway inflammation. Females had greater serum and fecal corticosterone concentrations, less anxiety-like behavior, and lower Crhr1 gene expression in ventral hippocampus and prefrontal cortex than males. CONCLUSIONS These findings suggest that steroid medications for youth with allergic asthma may not exacerbate anxiety-related symptoms, and that they should be avoided in children/adolescents without a health condition. The results are informative to future work on the use of corticosteroid medications during childhood or adolescent development.
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Bakouni H, Ouimet MC, Forget H, Vasiliadis HM. Temporal patterns of anxiety disorders and cortisol activity in older adults. J Affect Disord 2020; 277:235-243. [PMID: 32836030 DOI: 10.1016/j.jad.2020.08.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 08/01/2020] [Accepted: 08/05/2020] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Studies focusing on anxiety temporal patterns and cortisol activity in older adults are scarce. The objectives of this study were to examine in older adults the relationship between anxiety temporal patterns and cortisol activity and ascertain the presence of sex differences. METHODS Data were retrieved from the Étude sur la santé des ainés - Services study in Quebec and included N = 762 community living adults aged ≥ 65 years having participated in interviews at baseline (T1) and at 4 years follow-up (T2). A standardized questionnaire, based on DSM-5 criteria, was used to ascertain in the past 6 months the presence of anxiety (absence, remission, incidence, persistence). Cortisol activity during the interview and cortisol concentration on a regular day (at T2) were the dependent variables. Adjusted multivariable linear regression models, stratified by sex, were used. RESULTS Results showed higher cortisol activity during the interview in participants with anxiety in remission (Beta: 2.59; 95% CI: 0.62 , 4.57), specifically in males, and lower activity in participants with persistent anxiety (Beta: -3.97; 95% CI: -7.05, -0.88). Cortisol concentration on a regular day was higher in males reporting incident anxiety (Beta: 8.07; 95% CI: 2.39 , 13.76). LIMITATIONS The convenience sample with losses to follow-up may have led to a potential selection bias. CONCLUSION Anxiety temporal patterns were associated with cortisol activity profiles in older adults with sex being a significant moderator. Future studies are recommended to ascertain the longitudinal changes in cortisol activity and anxiety temporal patterns, which may further inform personalized treatment of anxiety.
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Affiliation(s)
- Hamzah Bakouni
- Faculté de médecine et des sciences de la santé, Université de Sherbrooke, Longueuil, Quebec, Canada; Centre de recherche Charles-Le Moyne - Saguenay-Lac-Saint-Jean sur les innovations en santé (CR-CSIS), Longueuil, Quebec, Canada
| | - Marie Claude Ouimet
- Faculté de médecine et des sciences de la santé, Université de Sherbrooke, Longueuil, Quebec, Canada; Centre de recherche Charles-Le Moyne - Saguenay-Lac-Saint-Jean sur les innovations en santé (CR-CSIS), Longueuil, Quebec, Canada
| | - Helen Forget
- Université du Québec en Outaouais, Gatineau, Canada
| | - Helen-Maria Vasiliadis
- Faculté de médecine et des sciences de la santé, Université de Sherbrooke, Longueuil, Quebec, Canada; Centre de recherche Charles-Le Moyne - Saguenay-Lac-Saint-Jean sur les innovations en santé (CR-CSIS), Longueuil, Quebec, Canada.
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Hou T, Zhang F, Mao X, Deng G. Chronotype and psychological distress among Chinese rural population: A moderated mediation model of sleep quality and age. PLoS One 2020; 15:e0241301. [PMID: 33125424 PMCID: PMC7598484 DOI: 10.1371/journal.pone.0241301] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 10/12/2020] [Indexed: 12/02/2022] Open
Abstract
PURPOSES Evidence suggests evening-type individuals have a higher risk of reporting psychological distress than morning-type individuals. However, less is known regarding the underlying processes that might mediate or moderate this association among Chinese rural population. This study aimed to evaluate the prevalence of psychological distress, investigate whether sleep quality would mediate the association between chronotype and psychological distress and explore whether age would moderate the direct or indirect effect of the mediation model. METHODS The cross-sectional study utilized a sample of 884 rural residents from rural regions in Anqing City, Anhui Province, China. Morningness-Eveningness Questionnaire (MEQ), Pittsburgh Sleep Quality Index (PSQI) and 21-item Depression Anxiety Stress Scale (DASS-21) were used to measure chronotype, sleep quality and psychological distress, respectively. MacKinnon's four-step procedure was employed to examine the mediation effect, while Hayes PROCESS macro (model 59) was used to perform the moderated mediation analysis. RESULTS The prevalence of psychological distress among Chinese rural population was 33.4%. The association between chronotype and psychological distress was partially mediated by sleep quality (indirect effect = - 0.05, 95% CI = [-0.08, -0.03]). In addition, age moderated the first stage (sleep quality-psychological distress) of the indirect effect, with the indirect effect being attenuated for older rural residents. As suggested by Johnson-Neyman technique, the association between sleep quality and psychological distress was only significant when the age of the participant was lower than 48.59. CONCLUSIONS The incidence of psychological distress among Chinese rural residents cannot be neglected. Interventions for the enhancement of sleep quality to prevent and reduce psychological distress should be prioritized to rural residents who are prone to eveningness, especially those who are younger.
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Affiliation(s)
- Tianya Hou
- Department of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Fan Zhang
- Department of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Xiaofei Mao
- Department of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Guanghui Deng
- Department of Psychology, Naval Medical University (Second Military Medical University), Shanghai, China
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31
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Alenko A, Markos Y, Fikru C, Tadesse E, Gedefaw L. Association of serum cortisol level with severity of depression and improvement in newly diagnosed patients with major depressive disorder in Jimma medical center, Southwest Ethiopia. PLoS One 2020; 15:e0240668. [PMID: 33064754 PMCID: PMC7567351 DOI: 10.1371/journal.pone.0240668] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 09/30/2020] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Major Depressive Disorder (MDD) is the leading psychiatric disorder in low- and middle-income countries, and is to be the second leading cause of burden of disease by 2020. Cortisol plays a significant role in pathophysiology of MDD. Depression can alter serum cortisol level. However, the change in serum cortisol level and its association with depressive symptom severity and improvement among patients with MDD is not well studied. OBJECTIVE To outline change in serum cortisol levels and its association with severity and improvement of depressive symptoms in newly diagnosed patients with MDD. METHOD Hospital based longitudinal study was conducted among 34 newly diagnosed patients who met DSM-V criteria of MDD. Venous blood sample was performed twice; pre- and post- 8 weeks of treatment. Serum cortisol concentration was measured using an extracted radioimmunoassay. The 17-item Hamilton Depression Scale (HAM-D) was used to rate depression at baseline and after 8 weeks of treatment. Paired t-test was done to look the mean difference of serum cortisol level and HAM-D, before and after treatment. Pearson correlation was done to look the association between serum cortisol levels, HAM-D scores and, sociodemographic and clinical factors. Statistical significance was set at p<0.05. RESULTS There is no significant difference in cortisol concentrations at baseline and end line (t (33) = 2.02, p = 0.052). However, there is significant difference in HAM-D total score (t (33) = 5.67, p<0.001). Baseline and end line serum cortisol levels were significantly correlated (r = .561, p = .001). Monthly family income is correlated with baseline HAM-D total score (r = -0.373, p = .030). There is no significant relationship between baseline serum cortisol level and HAM-D score. There is also no significant relationship between end line serum cortisol level and HAM-D score. CONCLUSIONS The symptoms of MDD were reduced following treatment but there is no significant difference in serum cortisol levels. Baseline and end line serum cortisol levels were significantly correlated. We recommend further research based on large sample.
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Affiliation(s)
- Arefayne Alenko
- Department of Psychiatry, Jimma University, Institute of Health, Faculty of Medical Science, Jimma, Ethiopia
| | - Yohannes Markos
- Department of Biomedical Sciences, Jimma University, Institute of Health, Faculty of Medical Science, Jimma, Ethiopia
| | - Chaltu Fikru
- Department of Epidemiology, Jimma University, Institute of Health, Faculty of Public Health, Jimma, Ethiopia
| | - Eyasu Tadesse
- Department of Biomedical Sciences, Jimma University, Institute of Health, Faculty of Medical Science, Jimma, Ethiopia
| | - Lealem Gedefaw
- Department of Laboratory Sciences, Jimma University, Institute of Health, Faculty of Medical Science, Jimma, Ethiopia
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32
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Wang X, Gopinath SCB, Li J. Anxiety determination by antibody-conjugated nanoparticles on an interdigitated electrode sensor. 3 Biotech 2020; 10:377. [PMID: 32802719 DOI: 10.1007/s13205-020-02370-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Accepted: 06/27/2020] [Indexed: 12/16/2022] Open
Abstract
This work focused on the detection of cortisol on an interdigitated electrode sensor surface using an anti-cortisol antibody. To improve immobilization, antibodies were conjugated with silver nanoparticles and attached to the surface of the sensor. Cortisol interacted in a dose-dependent manner on the antibody-immobilized sensor surface, and current changes were observed. Linear regression analysis was performed by a 3σ calculation, and the limit of detection fell into the range of 0.01 and 0.1 ng/mL. The sensitivity of cortisol was calculated to be 0.01 ng/mL and the sensor discriminated against other hormones, namely norepinephrine and progesterone, with higher selectivity for cortisol. This result represented the selective detection of cortisol with high performance, which can help to determine anxiety disorders.
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Affiliation(s)
- Xijian Wang
- Department of Psychiatry, Southeast Corner of the Intersection of Aerospace Avenue and Baomao Expressway, Xi'an Mental Health Center, Chang'an District, Xi'an, 710061 Shaanxi China
| | - Subash C B Gopinath
- School of Bioprocess Engineering, Universiti Malaysia Perlis, 02600 Arau, Malaysia
- Institute of Nano Electronic Engineering, Universiti Malaysia Perlis, 01000 Kangar, Perlis Malaysia
| | - Jiexing Li
- Department of Psychiatry, Southeast Corner of the Intersection of Aerospace Avenue and Baomao Expressway, Xi'an Mental Health Center, Chang'an District, Xi'an, 710061 Shaanxi China
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Donnachie E, Schneider A, Enck P. Comorbidities of Patients with Functional Somatic Syndromes Before, During and After First Diagnosis: A Population-based Study using Bavarian Routine Data. Sci Rep 2020; 10:9810. [PMID: 32555301 PMCID: PMC7299983 DOI: 10.1038/s41598-020-66685-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 05/26/2020] [Indexed: 12/15/2022] Open
Abstract
Functional somatic syndromes (FSS) are characterised by the presence of one or multiple chronic symptoms that cannot be attributed to a known somatic disease. They are thought to arise though a complex interaction of biological and psychosocial factors, but it is unclear whether they share a common aetiology. One hypothesis supported by recent studies is that the FSS are postinfectious disorders, as is widely recognised for a subset of patients with irritable bowel syndrome. Our study used claims data submitted by office-based physicians to compare groups of patients with different FSS in the five years before and after the point of first diagnosis. Even five years prior to diagnosis, FSS patients consulted more frequently for a range of psychological and somatic conditions than did controls. Following diagnosis, consultation rates increased further and remained persistently high. Five years after diagnosis, between 34% (somatization disorder) and 66% (fibromyalgia) of patients were still being treated for the condition. Both prior gastrointestinal and upper-respiratory infection were associated with an increased risk of developing an FSS. We therefore recommend that patients at risk should be identified at an early stage and the underlying psychosocial and somatic issues addressed to prevent progression of the condition.
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Affiliation(s)
- Ewan Donnachie
- Department of Internal Medicine VI: Psychosomatic Medicine and Psychotherapy, University Hospital Tübingen, Germany and TUM School of Medicine, Institute of General Practice and Health Services Research, Technical University of Munich, Munich, Germany.
| | - Antonius Schneider
- TUM School of Medicine, Institute of General Practice and Health Services Research, Technical University of Munich, Munich, Germany
| | - Paul Enck
- Department of Internal Medicine VI: Psychosomatic Medicine and Psychotherapy, University Hospital Tübingen, Tübingen, Germany
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Epstein CM, Houfek JF, Rice MJ, Weiss SJ, French JA, Kupzyk KA, Hammer SJ, Pullen CH. Early life adversity and depressive symptoms predict cortisol in pregnancy. Arch Womens Ment Health 2020; 23:379-389. [PMID: 31289940 PMCID: PMC7913604 DOI: 10.1007/s00737-019-00983-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 06/07/2019] [Indexed: 11/28/2022]
Abstract
Evidence suggests that exposure to early life adversity (ELA) programs the hypothalamic-pituitary-adrenal (HPA) axis to influence responses to later adversity and predisposes women to depression. However, few studies have examined whether ELA moderates the HPA cortisol response to adulthood adversity and depressive symptoms in pregnant women. The aims of this study were to determine (a) whether ELA, adulthood adversity, and depressive symptoms differentially predict patterns of cortisol and (b) whether ELA moderates the relationship of adulthood adversity or depressive symptoms to cortisol. This was a descriptive, cross-sectional study of pregnant women (N = 58, mean = 26.5 weeks gestation). Participants completed the Stress and Adversity Inventory and Edinburgh Depression Scale and collected salivary cortisol five times per day for 3 days to assess cortisol awakening response (CAR), diurnal cortisol slope, and cortisol area under the curve (AUC). ELA predicted a larger CAR, while depressive symptoms predicted a blunted CAR and higher cortisol AUC. Adulthood adversity predicted a blunted CAR and steeper diurnal slope, but only in women with high ELA. ELA also moderated the effect of depressive symptoms on diurnal slope. Early adversity and depressive symptoms appear to have significant effects on the HPA axis during pregnancy, with early adversity also moderating effects of depressive symptoms and adulthood adversity on cortisol regulation. Early adversity may be an important factor in identifying unique HPA phenotypes and risk for HPA axis dysregulation in pregnancy.
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Affiliation(s)
- Crystal Modde Epstein
- UCSF School of Nursing, 2 Koret Way, San Francisco, CA, 94143, USA. .,UNMC College of Nursing, 985330 Nebraska Medical Center, Omaha, NE, 68198-5330, USA.
| | - Julia F Houfek
- UNMC College of Nursing, 985330 Nebraska Medical Center, Omaha, NE, 68198-5330, USA
| | - Michael J Rice
- College of Nursing, University of Colorado Anschutz Medical Campus, 13120 East 19th Ave, Ed 2 North Bldg, Aurora, CO, 80045, USA
| | - Sandra J Weiss
- UCSF School of Nursing, 2 Koret Way, San Francisco, CA, 94143, USA
| | - Jeffrey A French
- Department of Psychology, University of Nebraska at Omaha, 6001 Dodge St Allwine Hall 419, Omaha, NE, 68182, USA
| | - Kevin A Kupzyk
- UNMC College of Nursing, 985330 Nebraska Medical Center, Omaha, NE, 68198-5330, USA
| | - Sharon J Hammer
- UNMC College of Medicine, S 42nd St & Emile St, Omaha, NE, 68198, USA
| | - Carol H Pullen
- UNMC College of Nursing, 985330 Nebraska Medical Center, Omaha, NE, 68198-5330, USA
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Lever-van Milligen BA, Lamers F, Smit JH, Penninx BWJH. Physiological stress markers, mental health and objective physical function. J Psychosom Res 2020; 133:109996. [PMID: 32229341 DOI: 10.1016/j.jpsychores.2020.109996] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 03/13/2020] [Accepted: 03/14/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVE The observed poorer physical function in persons with mental disorders could partly be due to dysregulation in physiological stress systems. However, an integrated picture of the role of physiological stress systems on objective physical function is lacking. This study examined the association of multiple physiological stress systems with objective physical function, and explored whether these stress systems contribute to the relationship between depression/anxiety and poorer physical function. METHODS Data of 2860 persons of the Netherlands Study of Depression and Anxiety was used. Physical function was indicated by hand grip strength assessed using a hand-held dynamometer and lung function assessed using a peak flow meter. Inflammatory markers (CRP, IL-6, TNF-α), salivary cortisol (cortisol awakening response (AUCg, AUCi), evening cortisol) and ANS markers (heartrate, PEP, RSA) were determined. Depression/anxiety disorders were determined using psychiatric interviews. Linear regression analyses were adjusted for sociodemographics, health and lifestyle factors. RESULTS Higher inflammation levels were associated with lower hand grip strength (BCRP = -0.21(SE = 0.06), p < .001) and lower lung function (BCRP = -2.07(SE = 0.66), p = .002), BTNF-α = -3.35(SE = 1.42), p = .022). Higher salivary cortisol levels were associated with lower lung function (Bevening cortisol = -2.22(SE = 0.59), p < .001). The association, in women, between depression/anxiety disorders and poorer physical function did not significantly diminish after adjustment for physiological stress markers. CONCLUSION This large cohort study showed that stress system dysfunction (especially the immune-inflammatory system and HPA-axis) contributes to poorer objective physical function. Stress system dysfunction did not explain the poorer physical function observed in persons with depression/anxiety disorders, suggesting that other pathways are involved to explain that association.
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Affiliation(s)
- Bianca A Lever-van Milligen
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry and GGZ inGeest, Amsterdam Public Health Research Institute, the Netherlands.
| | - Femke Lamers
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry and GGZ inGeest, Amsterdam Public Health Research Institute, the Netherlands
| | - Johannes H Smit
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry and GGZ inGeest, Amsterdam Public Health Research Institute, the Netherlands
| | - Brenda W J H Penninx
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry and GGZ inGeest, Amsterdam Public Health Research Institute, the Netherlands
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36
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Toorop AA, van der Voorn B, Hollanders JJ, Dijkstra LR, Dolman KM, Heijboer AC, Rotteveel J, Honig A, Finken MJJ. Diurnal rhythmicity in breast-milk glucocorticoids, and infant behavior and sleep at age 3 months. Endocrine 2020; 68:660-668. [PMID: 32274700 PMCID: PMC7308244 DOI: 10.1007/s12020-020-02273-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Accepted: 03/16/2020] [Indexed: 01/30/2023]
Abstract
PURPOSE In previous studies, associations between breast-milk cortisol levels obtained on one occasion and infant neurodevelopment were demonstrated. However, more recent evidence indicates that breast-milk cortisol and cortisone concentrations follow the diurnal rhythm of maternal hypothalamus-pituitary-adrenal axis, peaking in the early morning and with a nadir at midnight. We studied associations between breast-milk glucocorticoid (GC) rhythmicity, and infant behavior and sleep. METHODS We included 59 mothers, and their infants, of whom 17 had consulted an expert center during pregnancy for an increased risk of psychological distress. At 1 month postpartum, breast milk was sampled (on average six times) over a 24 h period for assessment of cortisol and cortisone using LC-MS/MS, and experienced maternal distress was assessed using the Hospital Anxiety and Depression Scale questionnaire. Three months after birth, infant behavior was assessed with the Infant Behavior Questionnaire, and infant sleep pattern was quantified by questionnaire. Associations between breast-milk GC rhythm parameters (maximum, delta, and Area Under the Curve increase and ground) and infant behavior and sleep were tested with linear regression analyses. RESULTS No consistent associations between breast-milk GC rhythm parameters and infant behavior or sleep were found. CONCLUSIONS Breast-milk GC rhythmicity at 1 month postpartum was not associated with infant behavior or sleep at the age of 3 months. Findings from previous studies linking breast-milk cortisol to infant neurodevelopment might be biased by the lack of GC measurements across the full diurnal cycle, and should therefore be interpreted with caution.
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Affiliation(s)
- Alyssa A Toorop
- Emma Children's Hospital, Department of Pediatric Endocrinology, Amsterdam University Medical Centers, location VUmc, Amsterdam, The Netherlands
| | - Bibian van der Voorn
- Emma Children's Hospital, Department of Pediatric Endocrinology, Amsterdam University Medical Centers, location VUmc, Amsterdam, The Netherlands
- Department of Pediatric Endocrinology, Erasmus University Medical Center-Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Jonneke J Hollanders
- Emma Children's Hospital, Department of Pediatric Endocrinology, Amsterdam University Medical Centers, location VUmc, Amsterdam, The Netherlands
| | - Lisette R Dijkstra
- Emma Children's Hospital, Department of Pediatric Endocrinology, Amsterdam University Medical Centers, location VUmc, Amsterdam, The Netherlands
| | - Koert M Dolman
- Department of Pediatrics, OLVG Hospital, Amsterdam, The Netherlands
| | - Annemieke C Heijboer
- Department of Clinical Chemistry, Endocrine Laboratory, Amsterdam University Medical Centers, location VUmc and AMC, Amsterdam, The Netherlands
| | - Joost Rotteveel
- Emma Children's Hospital, Department of Pediatric Endocrinology, Amsterdam University Medical Centers, location VUmc, Amsterdam, The Netherlands
| | - Adriaan Honig
- Department of Psychiatry, Amsterdam Public Health, Amsterdam University Medical Centers, location VUmc, Amsterdam, The Netherlands
| | - Martijn J J Finken
- Emma Children's Hospital, Department of Pediatric Endocrinology, Amsterdam University Medical Centers, location VUmc, Amsterdam, The Netherlands.
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Santiago GTP, de Menezes Galvão AC, de Almeida RN, Mota-Rolim SA, Palhano-Fontes F, Maia-de-Oliveira JP, de Araújo DB, Lobão-Soares B, Galvão-Coelho NL. Changes in Cortisol but Not in Brain-Derived Neurotrophic Factor Modulate the Association Between Sleep Disturbances and Major Depression. Front Behav Neurosci 2020; 14:44. [PMID: 32410966 PMCID: PMC7199815 DOI: 10.3389/fnbeh.2020.00044] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 03/13/2020] [Indexed: 12/18/2022] Open
Abstract
Sleep disturbance is a symptom consistently found in major depression and is associated with a longer course of illness, reduced response to treatment, increased risk of relapse and recurrence. Chronic insomnia has been associated with changes in cortisol and serum brain-derived neurotrophic factor (BDNF) levels, which in turn are also changed in major depression. Here, we evaluated the relationship between sleep quality, salivary cortisol awakening response (CAR), and serum BDNF levels in patients with sleep disturbance and treatment-resistant major depression (n = 18), and in a control group of healthy subjects with good (n = 21) and poor (n = 18) sleep quality. We observed that the patients had the lowest CAR and sleep duration of all three groups and a higher latency to sleep than the healthy volunteers with a good sleep profile. Besides, low CAR was correlated with more severe depressive symptoms and worse sleep quality. There was no difference in serum BDNF levels between groups with distinct sleep quality. Taken together, our results showed a relationship between changes in CAR and in sleep quality in patients with treatment-resistant depression, which were correlated with the severity of disease, suggesting that cortisol could be a physiological link between sleep disturbance and major depression.
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Affiliation(s)
| | - Ana Cecília de Menezes Galvão
- Laboratory of Hormonal Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil
- Postgraduate Program in Psychobiology, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Raíssa Nóbrega de Almeida
- Laboratory of Hormonal Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil
- Postgraduate Program in Psychobiology, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Sergio Arthuro Mota-Rolim
- Brain Institute, Federal University of Rio Grande do Norte, Natal, Brazil
- Onofre Lopes University Hospital, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Fernanda Palhano-Fontes
- Brain Institute, Federal University of Rio Grande do Norte, Natal, Brazil
- Onofre Lopes University Hospital, Federal University of Rio Grande do Norte, Natal, Brazil
| | - João Paulo Maia-de-Oliveira
- Onofre Lopes University Hospital, Federal University of Rio Grande do Norte, Natal, Brazil
- National Science and Technology Institute for Translational Medicine (INCT-TM), Natal, Brazil
- Department of Clinical Medicine, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Dráulio Barros de Araújo
- Brain Institute, Federal University of Rio Grande do Norte, Natal, Brazil
- Onofre Lopes University Hospital, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Bruno Lobão-Soares
- National Science and Technology Institute for Translational Medicine (INCT-TM), Natal, Brazil
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Nicole Leite Galvão-Coelho
- Laboratory of Hormonal Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil
- Postgraduate Program in Psychobiology, Federal University of Rio Grande do Norte, Natal, Brazil
- National Science and Technology Institute for Translational Medicine (INCT-TM), Natal, Brazil
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Robinson R, Barber K, Jones G, Blakey J, Burhan H. Exploring the relationship between generalised anxiety/depression scales and asthma-specific quality of life/control questionnaires in a specialist asthma clinic. J Asthma 2020; 58:912-920. [PMID: 32186425 DOI: 10.1080/02770903.2020.1744640] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
INTRODUCTION Psychological issues are common in patients with chronic disabling diseases such as asthma. National guidance recommends that specialist asthma clinic attendees should complete questionnaires screening for psychological comorbidities. However, completing these in addition to asthma specific questionnaires can be burdensome. In order to investigate whether anxiety and depression questionnaires can be used in a targeted manner, this study investigates the correlation between the respective scores. We hypothesize that there is correlation between asthma-specific and anxiety/depression questionnaire scores. METHODS Three-hundred individuals with poorly controlled asthma attending a specialist clinic were asked to complete Asthma Control Questionnaire (ACQ), mini-Asthma Quality of Life Questionnaire (mini-AQLQ), Generalized Anxiety Disorder (GAD-7) and Patient Health Questionnaires (PHQ-9). A Pearson correlation coefficient was generated and area under ROC and confusion matrices were used to assess correlation. RESULTS 49% and 47% of patients completing the GAD-7 or PHQ-9 questionnaires, respectively had scores above the screening level for co-morbid anxiety and depression. Additional questionnaires were often incomplete (GAD-7 = 150 and PHQ-9 = 140). GAD-7 and PHQ-9 correlated with ACQ and mini-AQLQ (all p = <0.001, r values 0.53-0.65). Asthma-specific questionnaire scores were predictive of GAD-7 and PHQ-9 scores (AUCs of 0.78 to 0.84). 75% of patients with a mini-AQLQ score of <3 met the threshold GAD-7 and PHQ-9 score of 10. CONCLUSIONS ACQ and mini-AQLQ correlate with GAD-7 and PHQ-9 amongst specialist asthma clinic attendees. A mini-AQLQ >3 suggests patients are unlikely to have anxiety or depression. These findings could be used to identify patients requiring formal screening for psychological co-morbidity.
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Affiliation(s)
- R Robinson
- Respiratory Medicine, Royal Liverpool University Hospital, Liverpool, UK
| | - K Barber
- Respiratory Medicine, Countess of Chester Hospital, Chester, UK
| | - G Jones
- Respiratory Medicine, Royal Liverpool University Hospital, Liverpool, UK
| | - J Blakey
- Respiratory Medicine, Sir Charles Gairdner Hospital, Perth, Australia.,Curtin University Medical School, Perth, Australia
| | - H Burhan
- Respiratory Medicine, Royal Liverpool University Hospital, Liverpool, UK
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Hollanders JJ, van der Voorn B, de Goede P, Toorop AA, Dijkstra LR, Honig A, Rotteveel J, Dolman KM, Kalsbeek A, Finken MJJ. Biphasic Glucocorticoid Rhythm in One-Month-Old Infants: Reflection of a Developing HPA-Axis? J Clin Endocrinol Metab 2020; 105:5606942. [PMID: 31650172 PMCID: PMC9216505 DOI: 10.1210/clinem/dgz089] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 10/07/2019] [Indexed: 12/15/2022]
Abstract
CONTEXT The hypothalamus-pituitary-adrenal (HPA) axis displays a diurnal rhythm. However, little is known about its development in early life. OBJECTIVE To describe HPA-axis activity and study possible influencing factors in 1-month-old infants. DESIGN Observational. SETTING Amsterdam University Medical Center, location VU University Medical Center (VUMC), and Onze Lieve Vrouwe Gasthuis (OLVG), Amsterdam. PARTICIPANTS Fifty-five mother-infant pairs. INTERVENTIONS Collection of breast milk and infants' saliva 1 month postpartum for analysis of glucocorticoids (GCs; ie, cortisol and cortisone) using liquid chromatography- tandem mass spectrometry. MAIN OUTCOME MEASURE GC rhythm in infants' saliva and associations with vulnerability for maternal psychological distress (increased Hospital Anxiety and Depression Scale [HADS] score) or consultation at the Psychiatric Obstetric Pediatric (POP clinic), season at sampling, sex, and breast milk GC rhythmicity analyzed with SigmaPlot 14.0 software (Systat Software, San Jose, CA, USA) and regression analyses. RESULTS A significant biphasic GC rhythm was detected in infants, with mean peaks [standard error of the mean, SEM] at 6:53 am [1:01] and 18:36 pm [1:49] for cortisol, and at 8:50 am [1:11] and 19:57 pm [1:13] for cortisone. HADS score, POP consultation, season at sampling, and sex were not associated with the infants' GC rhythm. Breast milk cortisol maximum was positively associated with infants' cortisol area-under-the-curve (AUC) increase and maximum. Higher breast milk cortisone AUC increase, AUC ground, and maximum were associated with an earlier maximum in infants. Breast milk and infant GC concentrations were associated between 6:00 am and 9:00 am. CONCLUSIONS A biphasic GC rhythm, peaking in the morning and evening, was seen in 1-month-old infants at a group level. Breast milk GC parameters might be associated with the infants' GC rhythm, possibly caused by a signaling effect of breast milk GCs, or as an associative effect of increased mother-infant synchrony. These results contribute to an increased understanding of early life HPA-axis development.
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Affiliation(s)
- Jonneke J Hollanders
- Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Correspondence: Jonneke J. Hollanders, MD, Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pediatrics, Room ZH 9 D 36, Postbus 7057, 1007 MB Amsterdam, The Netherlands. E-mail:
| | - Bibian van der Voorn
- Department of Paediatric Endocrinology, Obesity Center Centrum voor Gezond Gewicht (CGG), Sophia Children’s Hospital, Rotterdam, The Netherlands
| | - Paul de Goede
- Laboratory of Endocrinology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam Gastroenterology & Metabolism, Amsterdam, The Netherlands
- Netherlands Institute for Neuroscience (NIN), Royal Dutch Academy of Arts and Sciences (KNAW), Amsterdam, Netherlands
| | - Alyssa A Toorop
- Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Lisette R Dijkstra
- Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Adriaan Honig
- Department of Psychiatry Obstetrics and Pediatrics (POP), Onze Lieve Vrouwe Gasthuis (OLVG), Amsterdam, The Netherlands
| | - Joost Rotteveel
- Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Koert M Dolman
- Department of Psychiatry Obstetrics and Pediatrics (POP), Onze Lieve Vrouwe Gasthuis (OLVG), Amsterdam, The Netherlands
| | - Andries Kalsbeek
- Laboratory of Endocrinology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam Gastroenterology & Metabolism, Amsterdam, The Netherlands
- Netherlands Institute for Neuroscience (NIN), Royal Dutch Academy of Arts and Sciences (KNAW), Amsterdam, Netherlands
| | - Martijn J J Finken
- Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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Malekzadeh A, Bader I, van Dieteren J, Heijboer AC, Beckerman H, Twisk JWR, de Groot V, Teunissen CE. Diurnal Cortisol Secretion Is Not Related to Multiple Sclerosis-Related Fatigue. Front Neurol 2020; 10:1363. [PMID: 32063881 PMCID: PMC6999765 DOI: 10.3389/fneur.2019.01363] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 12/10/2019] [Indexed: 11/13/2022] Open
Abstract
Some evidence supports the involvement of the hypothalamic–pituitary–adrenal axis (HPA axis) with multiple sclerosis (MS)-related fatigue. In this study, we determined the relation of HPA-axis function with primary fatigue in MS patients in the longitudinal treating fatigue in a MS cohort. MS patients from the TREeating FAtigue in MS (TREFAMS) research program that consists of three randomized controlled trials to study the effects of aerobic training, energy conservation management, and cognitive behavioral therapy on MS-related fatigue were included. The HPA-axis functioning was determined at baseline, the end of treatment (16 weeks) and after 52 weeks. The cortisol awakening response (CAR) and night-time cortisol levels were analyzed. Fatigue was measured with the fatigue subscale of the Checklist Individual Strength (CIS20r fatigue). There was no relationship between CAR and night-time cortisol parameters with CIS20r fatigue scores. Neither of the treatments influenced CAR and night-time cortisol parameters, with the exception of an effect in the energy conservation management treatment group on the CAR surge increase over 52 weeks (β = −114.8, p = 0.007, 95% CI = −197.6, −31.9). Our data suggest that the diurnal cortisol secretion is not associated with MS-related fatigue. This indicates that MS-related fatigue is not attributed to diurnal cortisol secretion and is likely caused by other disease mechanisms.
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Affiliation(s)
- Arjan Malekzadeh
- Neurochemistry Laboratory, Department of Clinical Chemistry, VU University Medical Center, Amsterdam, Netherlands
| | - Ilona Bader
- Neurochemistry Laboratory, Department of Clinical Chemistry, VU University Medical Center, Amsterdam, Netherlands
| | - Julia van Dieteren
- Neurochemistry Laboratory, Department of Clinical Chemistry, VU University Medical Center, Amsterdam, Netherlands
| | - Annemieke C Heijboer
- Endocrinology Laboratory, Department of Clinical Chemistry, VU University Medical Center, Amsterdam, Netherlands
| | - Heleen Beckerman
- Department of Rehabilitation Medicine, VU University Medical Center, Amsterdam, Netherlands.,MS Center Amsterdam, VU University Medical Center, Amsterdam, Netherlands.,Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, Netherlands
| | - Jos W R Twisk
- Department of Clinical Epidemiology and Biostatistics, VU University Medical Center, Amsterdam, Netherlands
| | - Vincent de Groot
- Department of Rehabilitation Medicine, VU University Medical Center, Amsterdam, Netherlands.,MS Center Amsterdam, VU University Medical Center, Amsterdam, Netherlands.,Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, Netherlands
| | - Charlotte E Teunissen
- Neurochemistry Laboratory, Department of Clinical Chemistry, VU University Medical Center, Amsterdam, Netherlands.,Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, Netherlands
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Frässle S, Marquand AF, Schmaal L, Dinga R, Veltman DJ, van der Wee NJA, van Tol MJ, Schöbi D, Penninx BWJH, Stephan KE. Predicting individual clinical trajectories of depression with generative embedding. NEUROIMAGE-CLINICAL 2020; 26:102213. [PMID: 32197140 PMCID: PMC7082217 DOI: 10.1016/j.nicl.2020.102213] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 01/27/2020] [Accepted: 02/13/2020] [Indexed: 12/11/2022]
Abstract
Patients with major depressive disorder (MDD) show variable clinical trajectories. Generative embedding (GE) is used to predict clinical trajectories in MDD patients. GE classifies patients with chronic depression vs. fast remission with 79% accuracy. GE provides mechanistic interpretability and outperforms conventional measures. Proof-of-concept that illustrates the potential of GE for clinical prediction.
Patients with major depressive disorder (MDD) show heterogeneous treatment response and highly variable clinical trajectories: while some patients experience swift recovery, others show relapsing-remitting or chronic courses. Predicting individual clinical trajectories at an early stage is a key challenge for psychiatry and might facilitate individually tailored interventions. So far, however, reliable predictors at the single-patient level are absent. Here, we evaluated the utility of a machine learning strategy – generative embedding (GE) – which combines interpretable generative models with discriminative classifiers. Specifically, we used functional magnetic resonance imaging (fMRI) data of emotional face perception in 85 MDD patients from the NEtherlands Study of Depression and Anxiety (NESDA) who had been followed up over two years and classified into three subgroups with distinct clinical trajectories. Combining a generative model of effective (directed) connectivity with support vector machines (SVMs), we could predict whether a given patient would experience chronic depression vs. fast remission with a balanced accuracy of 79%. Gradual improvement vs. fast remission could still be predicted above-chance, but less convincingly, with a balanced accuracy of 61%. Generative embedding outperformed classification based on conventional (descriptive) features, such as functional connectivity or local activation estimates, which were obtained from the same data and did not allow for above-chance classification accuracy. Furthermore, predictive performance of GE could be assigned to a specific network property: the trial-by-trial modulation of connections by emotional content. Given the limited sample size of our study, the present results are preliminary but may serve as proof-of-concept, illustrating the potential of GE for obtaining clinical predictions that are interpretable in terms of network mechanisms. Our findings suggest that abnormal dynamic changes of connections involved in emotional face processing might be associated with higher risk of developing a less favorable clinical course.
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Affiliation(s)
- Stefan Frässle
- Translational Neuromodeling Unit (TNU), Institute for Biomedical Engineering, University of Zurich & ETH Zurich, Zurich 8032, Switzerland.
| | - Andre F Marquand
- Donders Institute for Brain, Cognition and Behaviour, Radbound University, Nijmegen, The Netherlands; Department of Neuroimaging, Institute of Psychiatry, King's College London, London, United Kingdom
| | - Lianne Schmaal
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Richard Dinga
- Department of Psychiatry and Neuroscience Campus Amsterdam, VU University Medical Center Amsterdam, Amsterdam, The Netherlands
| | - Dick J Veltman
- Department of Psychiatry and Neuroscience Campus Amsterdam, VU University Medical Center Amsterdam, Amsterdam, The Netherlands
| | - Nic J A van der Wee
- Department of Psychiatry, Leiden University Medical Center, Leiden University, Leiden, The Netherlands
| | - Marie-José van Tol
- Cognitive Neuroscience Center, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Dario Schöbi
- Translational Neuromodeling Unit (TNU), Institute for Biomedical Engineering, University of Zurich & ETH Zurich, Zurich 8032, Switzerland
| | - Brenda W J H Penninx
- Department of Psychiatry and Neuroscience Campus Amsterdam, VU University Medical Center Amsterdam, Amsterdam, The Netherlands; Department of Psychiatry, Amsterdam UMC, VU University, and Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Klaas E Stephan
- Translational Neuromodeling Unit (TNU), Institute for Biomedical Engineering, University of Zurich & ETH Zurich, Zurich 8032, Switzerland; Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3BG, United Kingdom; Max Planck Institute for Metabolism Research, Cologne, Germany
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Izakova L, Hlavacova N, Segeda V, Kapsdorfer D, Morovicsova E, Jezova D. Salivary Aldosterone, Cortisol, and Their Morning to Evening Slopes in Patients with Depressive Disorder and Healthy Subjects: Acute Episode and Follow-Up 6 Months after Reaching Remission. Neuroendocrinology 2020; 110:1001-1009. [PMID: 31935730 DOI: 10.1159/000505921] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Accepted: 01/11/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND/OBJECTIVE Cortisol is thought to be involved in the pathophysiology of affective disorders. Less attention has been given to other neuroendocrine factors. The aim of the present study was to test the hypothesis that adrenocortical steroids aldosterone and cortisol show different dynamic changes in the course of clinical depression with the assumption that aldosterone is a state marker of depression. METHODS A total of 78 adult subjects (39 patients with depressive disorder and 39 healthy controls) participated in a prospective non-interventional clinical study. Patients were investigated at the time of an acute episode and 6 months after reaching remission. The clinical and personal characteristics, and morning and evening salivary concentrations of aldosterone and cortisol were evaluated. RESULTS Patients with an acute depressive episode exhibited higher evening aldosterone and lower morning cortisol concentrations compared to healthy subjects. In these patients, both hormone concentrations showed flatter morning to evening slopes. Salivary aldosterone, but not cortisol concentrations, were lower in patients 6 months after reaching remission compared to those in the acute state. Similarly, 6 months of remission resulted in a steeper morning to evening slope of salivary aldosterone compared to the acute state. The cortisol rhythm remained dysregulated. A significant negative correlation between trait anxiety scores and morning cortisol concentrations in patients at 6 months of clinical remission was observed. CONCLUSION Diurnal changes in salivary aldosterone concentrations appear to be a state marker, whilst those of cortisol a trait marker of depression.
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Affiliation(s)
- Lubomira Izakova
- Department of Psychiatry, Faculty of Medicine, Comenius University and University Hospital, Bratislava, Slovakia
| | - Natasa Hlavacova
- Institute of Experimental Endocrinology, Biomedical Research Center, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Viktor Segeda
- Department of Psychiatry, Faculty of Medicine, Comenius University and University Hospital, Bratislava, Slovakia
| | - Daniela Kapsdorfer
- Institute of Experimental Endocrinology, Biomedical Research Center, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Eva Morovicsova
- Department of Psychiatry, Faculty of Medicine, Comenius University and University Hospital, Bratislava, Slovakia
| | - Daniela Jezova
- Institute of Experimental Endocrinology, Biomedical Research Center, Slovak Academy of Sciences, Bratislava, Slovakia ,
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Cox RC, Olatunji BO. Differential associations between chronotype, anxiety, and negative affect: A structural equation modeling approach. J Affect Disord 2019; 257:321-330. [PMID: 31302521 PMCID: PMC6711779 DOI: 10.1016/j.jad.2019.07.012] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 05/23/2019] [Accepted: 07/04/2019] [Indexed: 12/16/2022]
Abstract
BACKGROUND Increasing evidence implicates circadian rhythms, including chronotype, in anxiety symptoms and disorders. However, it remains unclear whether this relation is accounted for by sleep disturbance. Likewise, given overlap between anxiety and negative affect, a unique link between chronotype and anxiety remains to be established. The present study addressed these questions using a multimethod approach to determine whether there is a unique relation between chronotype and anxiety symptoms, controlling for sleep disturbance. METHODS Indicators of chronotype, sleep disturbance, anxiety, and negative affect were collected in a sample of adults (N = 151) using a combination of subjective and behavioral measures both within and outside the laboratory over a 9-day period. Structural equation modeling was used to examine associations between latent constructs. RESULTS Results revealed significant associations between sleep disturbance and both anxiety and negative affect. A significant association was found between chronotype and anxiety, over and above the effect of sleep disturbance. In contrast, the relation between chronotype and negative affect was nonsignificant after controlling for sleep disturbance. LIMITATIONS Unselected sample, lack of experimental manipulation, cross-sectional design. CONCLUSIONS These findings suggest a unique role of chronotype in anxiety and point to circadian disruption as a potential biological mechanism in anxiety-related disorders.
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Affiliation(s)
- Rebecca C. Cox
- Correspondence concerning this article should be addressed to Rebecca Cox, Department of Psychology, Vanderbilt University, 301 Wilson Hall, 111 21st Avenue South, Nashville, TN 37240,
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Khalili-Mahani N, Smyrnova A, Kakinami L. To Each Stress Its Own Screen: A Cross-Sectional Survey of the Patterns of Stress and Various Screen Uses in Relation to Self-Admitted Screen Addiction. J Med Internet Res 2019; 21:e11485. [PMID: 30938685 PMCID: PMC6465981 DOI: 10.2196/11485] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 11/05/2018] [Accepted: 12/09/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The relationship between stress and screen addiction is often studied by exploring a single aspect of screen-related behavior in terms of maladaptive dependency or the risks associated with the content. Generally, little attention is given to the pattern of using different screens for different types of stressors, and variations arising from the subjective perception of stress and screen addiction are often neglected. Given that both addiction and stress are complex and multidimensional factors, we performed a multivariate analysis of the link between individual's subjective perceptions of screen addiction, various types of stress, and the pattern of screen usage. OBJECTIVE Using the media-repertoires framework to study usage patterns, we explored (1) the relation between subjective and quantitative assessments of stress and screen addiction; and (2) differences in stress types in relation to subjective screen addiction and different types of needs for screens. We hypothesized that interindividual heterogeneity in screen-related behavior would reflect coping differences in dealing with different stressors. METHODS A multifactorial Web-based survey was conducted to gather data about screen-related behaviors (such as screen time, internet addiction, and salience of different types of screens and related activities), and different sources of stress (emotional states, perceptual risks, health problems, and general life domain satisfaction). We performed group comparisons based on whether participants reported themselves as addicted to internet and games (A1) or not (A0), and whether they had experienced a major life stress (S1) or not (S0). RESULTS Complete responses were obtained in 459 out of 654 survey responders, with the majority in the S1A0 (44.6%, 205/459) group, followed by S0A0 (25.9%, 119/459), S1A1 (19.8%, 91/459), and S0A1 (9.5%, 44/459). The S1A1 group was significantly different from S0A0 in all types of stress, internet overuse, and screen time (P<.001). Groups did not differ in rating screens important for short message service (SMS) or mail, searching information, shopping, and following the news, but a greater majority of A1 depended on screens for entertainment (χ23=20.5; P<.001), gaming (χ23=35.6; P<.001), and social networking (χ23=26.5; P<.001). Those who depended on screens for entertainment and social networking had up to 19% more emotional stress and up to 14% more perceptual stress. In contrast, those who relied on screens for work and professional networking had up to 10% higher levels of life satisfaction. Regression models including age, gender, and 4 stress types explained less than 30% of variation in internet use and less than 24% of the likelihood of being screen addicted. CONCLUSIONS We showed a robust but heterogeneous link between screen dependency and emotional and perceptual stressors that shift the pattern of screen usage toward entertainment and social networking. Our findings underline the potential of using ludic and interactive apps for intervention against stress.
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Affiliation(s)
- Najmeh Khalili-Mahani
- PERFORM Centre, Design and Computation Arts, Concordia University, Montreal, QC, Canada.,McGill Centre for Integrative Neuroscience, Montreal Neurological Institute, McGill University, Montreal, QC, Canada
| | - Anna Smyrnova
- PERFORM Centre, Department of Mathematics and Statistics, Concordia University, Montreal, QC, Canada
| | - Lisa Kakinami
- PERFORM Centre, Department of Mathematics and Statistics, Concordia University, Montreal, QC, Canada
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How to Deal With Temporal Relationships Between Biopsychosocial Variables: A Practical Guide to Time Series Analysis. Psychosom Med 2019; 81:289-304. [PMID: 30730383 DOI: 10.1097/psy.0000000000000680] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Longitudinal data allow for conclusions about the temporal order of events and interactional dynamics between several processes. The aim of this article is to provide a concise and pragmatic description of time series analyses (TSAs) of patient samples with numerous (or daily) repeated biological, behavioral, or psychological measurements. In addition, the article demonstrates how to implement the described analyses with the software R. METHODS To illustrate the concrete application of the time series method, we use two case series of patients with anorexia nervosa. Upon awakening, the patients collected salivary cortisol on a daily basis and answered several questions on a handheld computer (electronic diary) regarding psychosocial variables at the time of salivary collection. RESULTS Basic concepts of time series analysis such as stationarity, auto- and cross-correlation, Granger causality, impulse response function, and variance decomposition are presented. In addition, we demonstrate vector autoregressive analyses with three variables. For Patient 1, we demonstrate how TSA is used to detect cortisol and anxiety decreases during inpatient treatment and also how TSA can be used to show that an increase in cortisol is followed by a next-day increase in anxiety. For Patient 2, TSA was used to show higher salivary cortisol upon awakening on the days the patient was weighed compared with other days. In addition, we show how interdependencies of depressive feelings, positive anticipations, and cortisol values can be quantified using TSA. CONCLUSIONS Time series designs enable modeling of temporal relationships and bidirectional associations between biopsychosocial variables within individuals. These individual patterns cannot be derived from traditional group-based statistical analyses. This article provides accessible research tools for conducting TSA relevant to psychosomatic and biobehavioral research.
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Eikeseth FF, Denninghaus S, Cropley M, Witthöft M, Pawelzik M, Sütterlin S. The cortisol awakening response at admission to hospital predicts depression severity after discharge in MDD patients. J Psychiatr Res 2019; 111:44-50. [PMID: 30669031 DOI: 10.1016/j.jpsychires.2019.01.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Revised: 12/22/2018] [Accepted: 01/02/2019] [Indexed: 01/27/2023]
Abstract
Major Depressive Disorder (MDD) is associated with hypothalamic-pituitary-adrenal (HPA) axis dysregulation and altered cortisol awakening response (CAR), a non-invasive biomarker for HPA axis reactivity. We theorized that the CAR resembles the accumulated effects of depression over time, and may therefore predict depressive symptom severity once patients return home following inpatient treatment. Two studies are reported. In Study 1 (n = 101; 57% female), the CAR was measured at intake and self-ratings of depression severity was assessed six weeks following discharge. Study 2 (n = 127; 58% female) was a replication and extension of Study 1 where a follow-up assessment of self-rated depression severity was added at six months following discharge. In Study 1 the CAR at intake showed a tendency towards a negative association with self-reported depression six weeks after discharge. Study 2 extended this finding within a more severely depressed, larger sample, where a blunted CAR predicted self-reported depressive severity six weeks and six month following discharge. These findings suggest that a blunted CAR can predict mood deterioration post treatment in inpatients diagnosed with severe MDD.
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Affiliation(s)
| | | | - Mark Cropley
- School of Psychology, University of Surrey, United Kingdom
| | - Michael Witthöft
- Department for Clinical Psychology, Psychotherapy and Experimental Psychopathology, University of Mainz, Germany
| | | | - Stefan Sütterlin
- Faculty for Health and Welfare Sciences, Østfold University College, Norway; CHBD Research Group, Division of Clinical Neuroscience, Oslo University Hospital, Norway
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The Impact of Stress and Major Depressive Disorder on Hippocampal and Medial Prefrontal Cortex Morphology. Biol Psychiatry 2019; 85:443-453. [PMID: 30470559 PMCID: PMC6380948 DOI: 10.1016/j.biopsych.2018.09.031] [Citation(s) in RCA: 300] [Impact Index Per Article: 60.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Revised: 07/25/2018] [Accepted: 09/10/2018] [Indexed: 02/07/2023]
Abstract
Volumetric reductions in the hippocampus and medial prefrontal cortex (mPFC) are among the most well-documented neural abnormalities in major depressive disorder (MDD). Hippocampal and mPFC structural reductions have been specifically tied to MDD illness progression markers, including greater number of major depressive episodes (MDEs), longer illness duration, and nonremission/treatment resistance. Chronic stress plays a critical role in the development of hippocampal and mPFC deficits, with some studies suggesting that these deficits occur irrespective of MDE occurrence. However, preclinical and human research also points to other stress-mediated neurotoxic processes, including enhanced inflammation and neurotransmitter disturbances, which may require the presence of an MDE and contribute to further brain structural decline as the illness advances. Specifically, hypothalamic-pituitary-adrenal axis dysfunction, enhanced inflammation and oxidative stress, and neurotransmitter abnormalities (e.g., serotonin, glutamate, gamma-aminobutyric acid) likely interact to facilitate illness progression in MDD. Congruent with stress sensitization models of MDD, with each consecutive MDE it may take lower levels of stress to trigger these neurotoxic pathways, leading to more pronounced brain volumetric reductions. Given that stress and MDD have overlapping and distinct influences on neurobiological pathways implicated in hippocampal and mPFC structural decline, further work is needed to clarify which precise mechanisms ultimately contribute to MDD development and maintenance.
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Brooks S, Jacobs GE, de Boer P, Kent JM, Van Nueten L, van Amerongen G, Zuiker R, Kezic I, Luthringer R, van der Ark P, van Gerven JM, Drevets W. The selective orexin-2 receptor antagonist seltorexant improves sleep: An exploratory double-blind, placebo controlled, crossover study in antidepressant-treated major depressive disorder patients with persistent insomnia. J Psychopharmacol 2019; 33:202-209. [PMID: 30644312 DOI: 10.1177/0269881118822258] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND Insomnia is common in patients with major depressive disorder. Although antidepressants improve mood, insomnia often persists as a result of physiological hyperarousal. The orexin-2 receptor is increasingly being recognized as a new target for the treatment of persistent insomnia in major depressive disorder . AIM This exploratory study investigated the effects of seltorexant on objective sleep parameters and subjective depressive symptoms in antidepressant treated major depressive disorder patients with persistent insomnia. METHODS Twenty male and female patients received a single dose of 10, 20, 40 mg seltorexant and placebo with a washout period of seven days in a double-blind four-way crossover study. Effects on latency to persistent sleep, total sleep time and sleep efficiency were assessed with polysomnography. Subjective changes in mood were explored by the Quick Inventory of Depressive Symptomatology Self-Report. Safety was recorded and suicidal ideation and behavior were assessed with the Columbia Suicide Severity Rating Scale. RESULTS Latency to persistent sleep was significantly shorter for all doses of seltorexant compared to placebo. Placebo least square mean was 61.05 min with least square mean ratios treatment/placebo (80% confidence interval) of 0.32 (0.24-0.44), 0.15 (0.11-0.2) and 0.17 (0.12-0.23) 19.69, 9.2, 10.15 for 10, 20 and 40 mg seltorexant respectively, (all p<0.001). Total sleep time was significantly longer for all doses of seltorexant compared to placebo. Sleep efficiency was significantly improved. The Quick Inventory of Depressive Symptomatology Self-Report demonstrated a trend to mood-improvement for the 40 mg group. CONCLUSIONS Seltorexant showed a statistically significant, dose-dependent decrease in latency to persistent sleep, and increase in total sleep time and sleep efficiency combined with a tendency toward subjectively improved mood.
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Affiliation(s)
- Sander Brooks
- 1 Clinical Pharmacology, Centre for Human Drug Research, Leiden, The Netherlands
| | - Gabriël E Jacobs
- 1 Clinical Pharmacology, Centre for Human Drug Research, Leiden, The Netherlands
| | - Peter de Boer
- 2 Neuroscience Development, Janssen Research and Development, Beerse, Belgium
| | | | - Luc Van Nueten
- 2 Neuroscience Development, Janssen Research and Development, Beerse, Belgium
| | - Guido van Amerongen
- 1 Clinical Pharmacology, Centre for Human Drug Research, Leiden, The Netherlands
| | - Rob Zuiker
- 1 Clinical Pharmacology, Centre for Human Drug Research, Leiden, The Netherlands
| | - Iva Kezic
- 4 Quantitative Sciences, Janssen Research and Development, Beerse, Belgium
| | | | - Peter van der Ark
- 2 Neuroscience Development, Janssen Research and Development, Beerse, Belgium
| | - Joop Ma van Gerven
- 1 Clinical Pharmacology, Centre for Human Drug Research, Leiden, The Netherlands
| | - Wayne Drevets
- 6 Neuroscience Development, Janssen Research and Development, San Diego, CA, USA
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Hollanders JJ, Kouwenhoven SMP, van der Voorn B, van Goudoever JB, Rotteveel J, Finken MJJ. The Association between Breastmilk Glucocorticoid Concentrations and Macronutrient Contents Throughout the Day. Nutrients 2019; 11:nu11020259. [PMID: 30682836 PMCID: PMC6412799 DOI: 10.3390/nu11020259] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 01/11/2019] [Accepted: 01/16/2019] [Indexed: 12/20/2022] Open
Abstract
Background: Glucocorticoids (GCs) in breastmilk follow the maternal hypothalamus–pituitary–adrenal axis activity and may affect the offspring’s growth and neurodevelopment. There is some evidence suggesting that macronutrients in breastmilk also fluctuate throughout the day. We aimed to research whether GCs and macronutrients are correlated in multiple breastmilk samples obtained over a 24-h period. Methods: A total of 10 mothers provided 45 breastmilk samples collected over a 24-h period. Cortisol and cortisone levels were determined by LC–MS/MS, and macronutrients were measured with mid-infrared spectroscopy. Correlations between breastmilk GCs and macronutrients were assessed with Pearson correlations and linear mixed models. Results: No associations were found between breastmilk GCs and macronutrients (cortisol: β-0.1 (95% confidence interval: −1.0 to 0.7), −4.9 (−12.9 to 3.1) for fat, protein, and carbohydrates, respectively; and −0.3 (−5.6 to 5.0) and cortisone: 0.0 (−2.5 to 2.5), −17.4 (−39.8 to 5.0), and −2.7 (−17.7 to 12.3)) for fat, protein, and carbohydrates, respectively. Adjusting for the time of collection to account for GC rhythmicity did not change the results. Conclusion: We found no associations between GCs and macronutrients in human breastmilk. The excretion of GCs in breastmilk and the effects of breastmilk GCs on offspring are, therefore, likely independent of the excretion and effects of the macronutrients.
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Affiliation(s)
- Jonneke J Hollanders
- Room ZH 9 D 36, Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands.
| | - Stefanie M P Kouwenhoven
- Room ZH 9 D 36, Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands.
| | - Bibian van der Voorn
- Room ZH 9 D 36, Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands.
- Department of Pediatric Endocrinology, Sophia Children's Hospital, Erasmus MC, P.O. Box 2060, 3000 CA Rotterdam, The Netherlands.
| | - Johannes B van Goudoever
- Room ZH 9 D 36, Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands.
| | - Joost Rotteveel
- Room ZH 9 D 36, Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands.
| | - Martijn J J Finken
- Room ZH 9 D 36, Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, P.O. Box 7057, 1007 MB Amsterdam, The Netherlands.
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50
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Beserra AHN, Kameda P, Deslandes AC, Schuch FB, Laks J, Moraes HSD. Can physical exercise modulate cortisol level in subjects with depression? A systematic review and meta-analysis. TRENDS IN PSYCHIATRY AND PSYCHOTHERAPY 2019; 40:360-368. [PMID: 30570106 DOI: 10.1590/2237-6089-2017-0155] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 05/03/2018] [Indexed: 01/03/2023]
Abstract
INTRODUCTION Major depressive disorder (MDD) is a prevalent medical illness that is associated with chronic stress. Patients with MDD can show an imbalance in cortisol levels, which can be restored with the remission of symptoms. Physical exercise training has been used as a tool to promote changes in cortisol levels in healthy individuals. However, it is unknown if exercise can produce the same results in individuals with MDD. OBJECTIVE To review evidence of cortisol changes after exercise training in individuals with MDD. METHODS We conducted a search on PubMed, SciELO, LILACS, ISI Web of Knowledge, Scopus, and PsycInfo databases. Random effects meta-analysis was performed and standardized mean difference (SMD) effect size was calculated. Analyses of forest and funnel plots was conducted using Stata v.11.0 software. RESULTS At first, 463 studies were obtained in the search. After completion of the selection procedure, five articles with seven analyses were included. Type of exercise, frequency of training, cortisol measurement, and type of control group were analyzed. There was a reduction of cortisol levels in the exercise group (SMD = -0.65, 95%CI 1.30-0.01). Moreover, sensitivity analysis and subgroup analyses revealed an effect of type (aerobic exercise) and frequency (five times per week) of exercise on reduction of cortisol levels. However, these results should be interpreted cautiously due to the small number of studies and a substantial heterogeneity among them. CONCLUSION Physical exercise promotes a reduction in cortisol levels in individuals with MDD. However, this finding can be influenced by type of exercise, weekly frequency, and type of cortisol measurement.
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Affiliation(s)
- Ana Heloisa Nascimento Beserra
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil.,Laboratório de Neurociência do Exercício (LaNEx), UFRJ, Rio de Janeiro, RJ, Brazil
| | - Priscila Kameda
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil.,Laboratório de Neurociência do Exercício (LaNEx), UFRJ, Rio de Janeiro, RJ, Brazil
| | - Andrea Camaz Deslandes
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil.,Laboratório de Neurociência do Exercício (LaNEx), UFRJ, Rio de Janeiro, RJ, Brazil
| | | | - Jerson Laks
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil.,Programa de Pós-Graduação em Biomedicina Translacional, Universidade do Grande Rio (Unigranrio), Duque de Caxias, RJ, Brazil
| | - Helena Sales de Moraes
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil.,Laboratório de Neurociência do Exercício (LaNEx), UFRJ, Rio de Janeiro, RJ, Brazil
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