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Matheson GJ, Zanderigo F, Miller JM, Bartlett EA, Mann JJ, Ogden RT. PET Imaging of the Serotonin 1A Receptor in Major Depressive Disorder: Hierarchical Multivariate Analysis of [ 11C]WAY100635 Overcomes Outcome Measure Discrepancies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.12.584569. [PMID: 38559101 PMCID: PMC10980040 DOI: 10.1101/2024.03.12.584569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
The serotonin 1A receptor has been linked to both the pathophysiology of major depressive disorder (MDD) and the antidepressant action of serotonin reuptake inhibitors. Most PET studies of the serotonin 1A receptor in MDD used the receptor antagonist radioligand, [carbonyl-11C]WAY100635; however the interpretation of the combined results has been contentious owing to reports of higher or lower binding in MDD with different outcome measures. The reasons for these divergent results originate from several sources, including properties of the radiotracer itself, which complicate its quantification and interpretation; as well as from previously reported differences between MDD and healthy volunteers in both reference tissue binding and plasma free fraction, which are typically assumed not to differ. Recently, we have developed two novel hierarchical multivariate methods which we validated for the quantification and analysis of [11C]WAY100635, which show better accuracy and inferential efficiency compared to standard analysis approaches. Importantly, these new methods should theoretically be more resilient to many of the factors thought to have caused the discrepancies observed in previous studies. We sought to apply these methods in the largest [11C]WAY100635 sample to date, consisting of 160 individuals, including 103 MDD patients, of whom 50 were not-recently-medicated and 53 were antidepressant-exposed, as well as 57 healthy volunteers. While the outcome measure discrepancies were substantial using conventional univariate analysis, our multivariate analysis techniques instead yielded highly consistent results across PET outcome measures and across pharmacokinetic models, with all approaches showing higher serotonin 1A autoreceptor binding potential in the raphe nuclei of not-recently-medicated MDD patients relative to both healthy volunteers and antidepressant-exposed MDD patients. Moreover, with the additional precision of estimates afforded by this approach, we can show that while binding is also higher in projection areas in this group, these group differences are approximately half of those in the raphe nuclei, which are statistically distinguishable from one another. These results are consistent with the biological role of the serotonin 1A autoreceptor in the raphe nuclei in regulating serotonin neuron firing and release, and with preclinical and clinical evidence of deficient serotonin activity in MDD due to over expression of autoreceptors resulting from genetic and/or epigenetic effects. These results are also consistent with downregulation of autoreceptors as a mechanism of action of selective serotonin reuptake inhibitors. In summary, the results using multivariate analysis approaches therefore demonstrate both face and convergent validity, and may serve to provide a resolution and consensus interpretation for the disparate results of previous studies examining the serotonin 1A receptor in MDD.
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Affiliation(s)
- Granville J. Matheson
- Department of Psychiatry, Columbia University, New York, 10032 NY, USA
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, 10032 NY, USA
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, 10032 NY, USA
- Department of Clinical Neuroscience, Center for Psychiatry Research, Karolinska Institutet and Stockholm County Council, Stockholm, SE-171 76, Sweden
| | - Francesca Zanderigo
- Department of Psychiatry, Columbia University, New York, 10032 NY, USA
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, 10032 NY, USA
| | - Jeffrey M. Miller
- Department of Psychiatry, Columbia University, New York, 10032 NY, USA
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, 10032 NY, USA
| | - Elizabeth A. Bartlett
- Department of Psychiatry, Columbia University, New York, 10032 NY, USA
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, 10032 NY, USA
| | - J. John Mann
- Department of Psychiatry, Columbia University, New York, 10032 NY, USA
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, 10032 NY, USA
| | - R. Todd Ogden
- Department of Psychiatry, Columbia University, New York, 10032 NY, USA
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, 10032 NY, USA
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, 10032 NY, USA
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Meda N, Miola A, Cattarinussi G, Sambataro F. Whole-brain structural and functional neuroimaging of individuals who attempted suicide and people who did not: A systematic review and exploratory coordinate-based meta-analysis. Eur Neuropsychopharmacol 2024; 79:66-77. [PMID: 38237538 DOI: 10.1016/j.euroneuro.2023.10.003] [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: 07/10/2023] [Revised: 10/11/2023] [Accepted: 10/14/2023] [Indexed: 02/06/2024]
Abstract
Suicide is the cause of death of approximately 800,000 people a year. Despite the relevance of this behaviour, risk assessment tools rely on clinician experience and subjective ratings. Given that previous suicide attempts are the single strongest predictors of future attempts, we designed a systematic review and coordinate-based meta-analysis to demonstrate whether neuroimaging features can help distinguish individuals who attempted suicide from subjects who did not. Out of 5,659 publications from PubMed, Scopus, and Web of Science, we summarised 102 experiments and meta-analysed 23 of them. A cluster in the right superior temporal gyrus, a region implicated in emotional processing, might be functionally hyperactive in individuals who attempted suicide. No statistically significant differences in brain morphometry were evidenced. Furthermore, we used JuSpace to show that this cluster is enriched in 5-HT1A heteroreceptors in the general population. This exploratory meta-analysis provides a putative neural substrate linked to previous suicide attempts. Heterogeneity in the analytical techniques and weak or absent power analysis of the studies included in this review currently limit the applicability of the findings, the replication of which should be prioritised.
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Affiliation(s)
- Nicola Meda
- Department of Neuroscience, University of Padova, Via Giustiniani, 3, Padua, Italy; Padova University Hospital, Padua, Italy
| | - Alessandro Miola
- Department of Neuroscience, University of Padova, Via Giustiniani, 3, Padua, Italy; Padova Neuroscience Center, University of Padova, Padua, Italy; Casa di Cura Parco dei Tigli, Padova, Italy
| | - Giulia Cattarinussi
- Department of Neuroscience, University of Padova, Via Giustiniani, 3, Padua, Italy; Padova Neuroscience Center, University of Padova, Padua, Italy
| | - Fabio Sambataro
- Department of Neuroscience, University of Padova, Via Giustiniani, 3, Padua, Italy; Padova University Hospital, Padua, Italy; Padova Neuroscience Center, University of Padova, Padua, Italy.
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Candow DG, Forbes SC, Ostojic SM, Prokopidis K, Stock MS, Harmon KK, Faulkner P. "Heads Up" for Creatine Supplementation and its Potential Applications for Brain Health and Function. Sports Med 2023; 53:49-65. [PMID: 37368234 PMCID: PMC10721691 DOI: 10.1007/s40279-023-01870-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/01/2023] [Indexed: 06/28/2023]
Abstract
There is emerging interest regarding the potential beneficial effects of creatine supplementation on indices of brain health and function. Creatine supplementation can increase brain creatine stores, which may help explain some of the positive effects on measures of cognition and memory, especially in aging adults or during times of metabolic stress (i.e., sleep deprivation). Furthermore, creatine has shown promise for improving health outcome measures associated with muscular dystrophy, traumatic brain injury (including concussions in children), depression, and anxiety. However, whether any sex- or age-related differences exist in regard to creatine and indices of brain health and function is relatively unknown. The purpose of this narrative review is to: (1) provide an up-to-date summary and discussion of the current body of research focusing on creatine and indices of brain health and function and (2) discuss possible sex- and age-related differences in response to creatine supplementation on brain bioenergetics, measures of brain health and function, and neurological diseases.
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Affiliation(s)
- Darren G Candow
- Aging Muscle & Bone Health Laboratory, Faculty of Kinesiology & Health Studies, University of Regina, 3737 Wascana Parkway, Regina, SK, S4S 0A2, Canada.
| | - Scott C Forbes
- Department of Physical Education Studies, Brandon University, Brandon, MB, Canada
| | - Sergej M Ostojic
- Department of Nutrition and Public Health, University of Agder, Kristiansand, Norway
| | | | - Matt S Stock
- School of Kinesiology and Rehabilitation Sciences, University of Central Florida, Orlando, FL, USA
| | - Kylie K Harmon
- Department of Exercise Science, Syracuse University, New York, NY, USA
| | - Paul Faulkner
- Department of Psychology, University of Roehampton, London, UK
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Galfalvy H, Shea E, de Vegvar J, Pantazatos S, Huang YY, Burke AK, Sublette ME, Oquendo MA, Zanderigo F, Miller JM, Mann JJ. Brain serotonin 1A receptor binding: relationship to peripheral blood DNA methylation, recent life stress and childhood adversity in unmedicated major depression. Br J Psychiatry 2023; 223:415-421. [PMID: 37395098 PMCID: PMC10514224 DOI: 10.1192/bjp.2023.13] [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: 07/21/2022] [Revised: 12/19/2022] [Accepted: 01/12/2023] [Indexed: 07/04/2023]
Abstract
BACKGROUND Childhood and lifetime adversity may reduce brain serotonergic (5-HT) neurotransmission by epigenetic mechanisms. AIMS We tested the relationships of childhood adversity and recent stress to serotonin 1A (5-HT1A) receptor genotype, DNA methylation of this gene in peripheral blood monocytes and in vivo 5-HT1A receptor binding potential (BPF) determined by positron emission tomography (PET) in 13 a priori brain regions, in participants with major depressive disorder (MDD) and healthy volunteers (controls). METHOD Medication-free participants with MDD (n = 192: 110 female, 81 male, 1 other) and controls (n = 88: 48 female, 40 male) were interviewed about childhood adversity and recent stressors and genotyped for rs6295. DNA methylation was assayed at three upstream promoter sites (-1019, -1007, -681) of the 5-HT1A receptor gene. A subgroup (n = 119) had regional brain 5-HT1A receptor BPF quantified by PET. Multi-predictor models were used to test associations between diagnosis, recent stress, childhood adversity, genotype, methylation and BPF. RESULTS Recent stress correlated positively with blood monocyte methylation at the -681 CpG site, adjusted for diagnosis, and had positive and region-specific correlations with 5-HT1A BPF in participants with MDD, but not in controls. In participants with MDD, but not in controls, methylation at the -1007 CpG site had positive and region-specific correlations with binding potential. Childhood adversity was not associated with methylation or BPF in participants with MDD. CONCLUSIONS These findings support a model in which recent stress increases 5-HT1A receptor binding, via methylation of promoter sites, thus affecting MDD psychopathology.
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MESH Headings
- Humans
- Male
- Female
- Depressive Disorder, Major/diagnostic imaging
- Depressive Disorder, Major/genetics
- Depressive Disorder, Major/drug therapy
- Receptor, Serotonin, 5-HT1A/genetics
- Receptor, Serotonin, 5-HT1A/metabolism
- Receptor, Serotonin, 5-HT1A/therapeutic use
- DNA Methylation
- Serotonin/metabolism
- Serotonin/therapeutic use
- Depression
- Brain/pathology
- Positron-Emission Tomography/methods
- Stress, Psychological/genetics
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Affiliation(s)
- Hanga Galfalvy
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA; and Department of Biostatistics, Columbia University Mailman School of Public Health, New York, New York, USA
| | | | - Jacqueline de Vegvar
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Spiro Pantazatos
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA; and Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, New York, USA
| | - Yung-yu Huang
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA; and Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, New York, USA
| | - Ainsley K. Burke
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA; and Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, New York, USA
| | - M. Elizabeth Sublette
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA; and Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, New York, USA
| | - Maria A. Oquendo
- Psychiatry Department, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Francesca Zanderigo
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA; and Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, New York, USA
| | - Jeffrey M. Miller
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA; and Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, New York, USA
| | - J. John Mann
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA; Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, New York, USA; and Department of Radiology, Columbia University, New York, New York, USA
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Cai L, Xu Z, Luo H, He Q, Diao L, Gui X, Wei L. The association between 5-HT1A binding and temporal lobe epilepsy: A meta-analysis of molecular imaging studies. Epilepsy Behav 2023; 145:109354. [PMID: 37473654 DOI: 10.1016/j.yebeh.2023.109354] [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: 03/04/2023] [Revised: 07/03/2023] [Accepted: 07/06/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND Studies have shown conflicting results in the correlation between serotonin-1A (5-HT1A) receptor binding levels in the brain and temporal lobe epilepsy (TLE). There is a need to systematically evaluate the correlation between the 5-HT1A binding level and TLE from the perspective of the brain using molecular imaging. METHODS Chinese and English databases, such as the China National Knowledge Infrastructure (CNKI), the China Science and Technology Journal Database (VIP), WanFang, the Chinese Biomedical Literature Service System (SinoMed), PubMed and Web of Science, were searched. RESULTS Two evaluators independently screened the literature, extracted data, and evaluated the risk of bias in the included studies according to the inclusion and exclusion criteria. RevMan 5.4.1 was used to analyze the data. A total of 196 participants were included; of these, 95 had TLE and 131 were healthy controls who had never had a seizure before participating in the study. Meta-analysis results suggested that 1) decreased 5-HT1A binding was found on the affected side of patients with TLE (standard mean difference (SMD) = -1.45, 95% confidence interval (CI) [-2.27, -0.64], Z = 3.48, P = 0.0005); 2) decreased 5-HT1A binding was found in the ipsilateral hippocampus of patients with TLE (SMD = -1.76, 95% CI [-2.51, -1.00], Z = 4.57, P<0.00001); 3) decreased 5-HT1A binding was found in the ipsilateral temporal lobe cortex of patients with TLE (SMD = -0.46, 95% CI [-0.80, -0.12], Z = 2.66, P = 0.008); 4) decreased 5-HT1A binding was found in the ipsilateral amygdala in patients with TLE (SMD = -1.36, 95% CI [-2.48, -0.23], Z = 2.37, P = 0.02); and 5) decreased 5-HT1A binding was found in the frontal lobe of patients with TLE(SMD = -0.75, 95% CI [-1.29, -0.20], Z = 2.67, P = 0.008). CONCLUSION A reduction in 5-HT1A binding in the hippocampus, temporal cortex, amygdala, and frontal lobe was observed on the affected side of patients with TLE. The decrease in 5-HT1A binding can be considered related to TLE. Potentially relevant factors should be considered in future molecular imaging studies.
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Affiliation(s)
- Lun Cai
- Department of Neurology, The First Affiliated Hospital of Guangxi University of Chinese Medicine, Guangxi University of Chinese Medicine, Nanning 530023, PR China.
| | - Zihao Xu
- Department of Neurology, The First Affiliated Hospital of Guangxi University of Chinese Medicine, Guangxi University of Chinese Medicine, Nanning 530023, PR China.
| | - Huazheng Luo
- Department of Neurology, The First Affiliated Hospital of Guangxi University of Chinese Medicine, Guangxi University of Chinese Medicine, Nanning 530023, PR China.
| | - Qianchao He
- Department of Neurology, The First Affiliated Hospital of Guangxi University of Chinese Medicine, Guangxi University of Chinese Medicine, Nanning 530023, PR China.
| | - Limei Diao
- Department of Neurology, The First Affiliated Hospital of Guangxi University of Chinese Medicine, Guangxi University of Chinese Medicine, Nanning 530023, PR China.
| | - Xiongbin Gui
- Department of Surgery, The First Affiliated Hospital of Guangxi University of Chinese Medicine, Guangxi University of Chinese Medicine, Nanning 530023, PR China.
| | - Liping Wei
- Department of Surgery, The First Affiliated Hospital of Guangxi University of Chinese Medicine, Guangxi University of Chinese Medicine, Nanning 530023, PR China.
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Smith ALW, Harmer CJ, Cowen PJ, Murphy SE. The Serotonin 1A (5-HT 1A) Receptor as a Pharmacological Target in Depression. CNS Drugs 2023; 37:571-585. [PMID: 37386328 DOI: 10.1007/s40263-023-01014-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/15/2023] [Indexed: 07/01/2023]
Abstract
Clinical depression is a common, debilitating and heterogenous disorder. Existing treatments for depression are inadequate for a significant minority of patients and new approaches are urgently needed. A wealth of evidence implicates the serotonin 1A (5-HT1A) receptor in the pathophysiology of depression. Stimulation of the 5-HT1A receptor is an existing therapeutic target for treating depression and anxiety, using drugs such as buspirone and tandospirone. However, activation of 5-HT1A raphe autoreceptors has also been suggested to be responsible for the delay in the therapeutic action of conventional antidepressants such as selective serotonin reuptake inhibitors (SSRIs). This narrative review provides a brief overview of the 5-HT1A receptor, the evidence implicating it in depression and in the effects of conventional antidepressant treatment. We highlight that pre- and post-synaptic 5-HT1A receptors may have divergent roles in the pathophysiology and treatment of depression. To date, developing this understanding to progress therapeutic discovery has been limited, partly due to a paucity of specific pharmacological probes suitable for use in humans. The development of 5-HT1A 'biased agonism', using compounds such as NLX-101, offers the opportunity to further elucidate the roles of pre- and post-synaptic 5-HT1A receptors. We describe how experimental medicine approaches can be helpful in profiling the effects of 5-HT1A receptor modulation on the different clinical domains of depression, and outline some potential neurocognitive models that could be used to test the effects of 5-HT1A biased agonists.
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Affiliation(s)
- Alexander L W Smith
- Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, OX3 7JX, UK
- Oxford Health NHS Foundation Trust, Oxford, UK
| | - Catherine J Harmer
- Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, OX3 7JX, UK
- Oxford Health NHS Foundation Trust, Oxford, UK
| | - Philip J Cowen
- Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, OX3 7JX, UK
- Oxford Health NHS Foundation Trust, Oxford, UK
| | - Susannah E Murphy
- Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, OX3 7JX, UK.
- Oxford Health NHS Foundation Trust, Oxford, UK.
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Sankar A, Ozenne B, Dam VH, Svarer C, Jørgensen MB, Miskowiak KW, Frokjaer VG, Knudsen GM, Fisher PM. Association between brain serotonin 4 receptor binding and reactivity to emotional faces in depressed and healthy individuals. Transl Psychiatry 2023; 13:165. [PMID: 37169780 PMCID: PMC10175268 DOI: 10.1038/s41398-023-02440-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 03/30/2023] [Accepted: 04/19/2023] [Indexed: 05/13/2023] Open
Abstract
Brain serotonergic (5-HT) signaling is posited to modulate neural responses to emotional stimuli. Dysfunction in 5-HT signaling is implicated in major depressive disorder (MDD), a disorder associated with significant disturbances in emotion processing. In MDD, recent evidence points to altered 5-HT4 receptor (5-HT4R) levels, a promising target for antidepressant treatment. However, how these alterations influence neural processing of emotions in MDD remains poorly understood. This is the first study to examine the association between 5-HT4R binding and neural responses to emotions in patients with MDD and healthy controls. The study included one hundred and thirty-eight participants, comprising 88 outpatients with MDD from the NeuroPharm clinical trial (ClinicalTrials.gov identifier: NCT02869035) and 50 healthy controls. Participants underwent an [11C]SB207145 positron emission tomography (PET) scan to quantify 5-HT4R binding (BPND) and a functional magnetic resonance imaging (fMRI) scan during which they performed an emotional face matching task. We examined the association between regional 5-HT4R binding and corticolimbic responses to emotional faces using a linear latent variable model, including whether this association was moderated by depression status. We observed a positive correlation between 5-HT4R BPND and the corticolimbic response to emotional faces across participants (r = 0.20, p = 0.03). This association did not differ between groups (parameter estimate difference = 0.002, 95% CI = -0.008: 0.013, p = 0.72). Thus, in the largest PET/fMRI study of associations between serotonergic signaling and brain function, we found a positive association between 5-HT4R binding and neural responses to emotions that appear unaltered in MDD. Future clinical trials with novel pharmacological agents targeting 5-HT4R are needed to confirm whether they ameliorate emotion processing biases in MDD.
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Affiliation(s)
- Anjali Sankar
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Brice Ozenne
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
- Department of Public Health, Section of Biostatistics, University of Copenhagen, Copenhagen, Denmark
| | - Vibeke H Dam
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Claus Svarer
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Martin B Jørgensen
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Psychiatric Center Copenhagen, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Kamilla W Miskowiak
- Neurocognition and Emotion in Affective Disorders (NEAD) Centre, Mental Health Services, Capital Region of Denmark, and Department of Psychology, University of Copenhagen, Copenhagen, Denmark
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Vibe G Frokjaer
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Psychiatric Center Copenhagen, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Gitte M Knudsen
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Patrick M Fisher
- Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
- Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark.
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Bartlett EA, Zanderigo F, Stanley B, Choo TH, Galfalvy HC, Pantazatos SP, Sublette ME, Miller JM, Oquendo MA, Mann JJ. In vivo serotonin transporter and 1A receptor binding potential and ecological momentary assessment (EMA) of stress in major depression and suicidal behavior. Eur Neuropsychopharmacol 2023; 70:1-13. [PMID: 36780841 PMCID: PMC10121874 DOI: 10.1016/j.euroneuro.2023.01.006] [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: 08/26/2022] [Revised: 01/17/2023] [Accepted: 01/24/2023] [Indexed: 02/13/2023]
Abstract
We examined relationships between the serotonin system and stress in major depression and suicidal behavior. Twenty-five medication-free depressed participants (13 suicide attempters) underwent same-day [11C]DASB and [11C]CUMI-101 positron emission tomography (PET) imaging. Binding potential (BPND) to the serotonin transporter (5-HTT) and serotonin 1A (5-HT1A) receptor, respectively, was quantified using the NRU 5-HT atlas, reflecting distinct spatial distributions of multiple serotonin targets. Ecological momentary assessment (EMA) measured current stress over one week proximal to imaging. EMA stress did not differ between attempters and non-attempters. In all depressed participants, 5-HTT and 5-HT1A BPND were unrelated to EMA stress. There were region-specific effects of 5-HTT (p=0.002) and 5-HT1A BPND (p=0.03) in attempters vs. nonattempters. In attempters, region-specific associations between 5-HTT (p=0.03) and 5-HT1A (p=0.005) BPND and EMA stress emerged. While no post-hoc 5-HTT BPND correlations were significant, 5-HT1A BPND correlated positively with EMA stress in attempters in 9/10 regions (p-values<0.007), including the entire cortex except the largely occipital region 5. Brodmann-based regional analyses found diminished effects for 5-HTT and subcortically localized positive corrrelations between 5-HT1A and EMA stress, in attempters only. Given comparable depression severity and childhood and current stress between attempters and nonattempters, lower 5-HTT binding in attempters vs. nonattempters may suggest a biological risk marker. Localized lower 5-HTT and widespread higher 5-HT1A binding with stress among attempters specifically may suggest that a serotonergic phenotype might be a key determinant of risk or resiliency for suicidal behavior.
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Affiliation(s)
- Elizabeth A Bartlett
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, USA.
| | - Francesca Zanderigo
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, USA
| | - Barbara Stanley
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, USA
| | - Tse-Hwei Choo
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, USA
| | - Hanga C Galfalvy
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, USA
| | - Spiro P Pantazatos
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, USA
| | - M Elizabeth Sublette
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, USA
| | - Jeffrey M Miller
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, USA
| | - Maria A Oquendo
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - J John Mann
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, USA; Department of Radiology, Columbia University Irving Medical Center, New York, USA
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9
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Pawlowski T, Malyszczak K, Pawlak D, Inglot M, Zalewska M, Grzywacz A, Radkowski M, Laskus T, Janocha-Litwin J, Frydecka D. HTR1A, TPH2, and 5-HTTLPR Polymorphisms and Their Impact on the Severity of Depressive Symptoms and on the Concentration of Tryptophan Catabolites during Hepatitis C Treatment with Pegylated Interferon-α2a and Oral Ribavirin (PEG-IFN-α2a/RBV). Cells 2023; 12:cells12060970. [PMID: 36980311 PMCID: PMC10046909 DOI: 10.3390/cells12060970] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Revised: 03/17/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023] Open
Abstract
BACKGROUND Seeing that there are no data about associations between serotonin gene polymorphism and tryptophan catabolite concentration during PEG-IFN-α2a treatment, the aim of the current study is to examine (a) the associations between polymorphisms within the HTR1A, TPH2, and 5-HTT genes and the severity of depression symptoms and (b) the relationships among rs6295, rs4570625, and 5-HTTLPR rs25531polymorphisms and indoleamine 2,3-dioxygenase (IDO) activity, as well as kynurenine (KYN), tryptophan (TRP), kynurenic acid (KA), and anthranilic acid (AA) concentrations. MATERIALS AND METHODS The study followed a prospective, longitudinal, single-center cohort design. The severity of the depressive symptoms of 101 adult patients with chronic HCV infections was measured during PEG-IFN-α2a/RBV treatment. We used the Montgomery-Åsberg Depression Rating Scale (MADRS) to assess the severity of depressive symptoms. The subjects were evaluated six times-at baseline and at weeks 2, 4, 8, 12, and 24. At all the time points, MADRS score, as well as KYN, TRP, KA, and AA concentrations, and IDO activity were measured. At baseline, rs6295, rs4570625, and 5-HTTLPR rs25531polymorphisms were assessed. RESULTS Subjects with C/C genotypes of 5-HT1A and lower-expressing alleles (S/S, LG/LG, and S/LG) of 5-HTTLPR scored the highest total MADRS scores and recorded the highest increase in MADRS scores during treatment. We found associations between TRP concentrations and the TPH-2 and 5-HTTLPR rs25531 genotypes. CONCLUSIONS Our findings provide new data that we believe can help better understand infection-induced depression as a distinct type of depression.
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Affiliation(s)
- Tomasz Pawlowski
- Department of Psychiatry, Wrocław Medical University, 50-367 Wrocław, Poland
| | | | - Dariusz Pawlak
- Department of Pharmacodynamics, Medical University of Bialystok, 15-089 Białystok, Poland
| | - Małgorzata Inglot
- Department of Infectious Diseases, Liver Diseases and Acquired Immune Deficiency, Wroclaw Medical University, 50-367 Wrocław, Poland
| | - Małgorzata Zalewska
- Department of Infectious Diseases, Liver Diseases and Acquired Immune Deficiency, Wroclaw Medical University, 50-367 Wrocław, Poland
| | - Anna Grzywacz
- Independent Laboratory of Health Promotion, Pomeranian Medical University in Szczecin, 70-111 Szczecin, Poland
| | - Marek Radkowski
- Department of Immunopathology of Infectious and Parasitic Diseases, Medical University of Warsaw, 02-091 Warsaw, Poland
| | - Tomasz Laskus
- Department of Adult Infectious Diseases, Medical University of Warsaw, 02-091 Warsaw, Poland
| | - Justyna Janocha-Litwin
- Department of Infectious Diseases and Hepatology, Wroclaw Medical University, 50-367 Wroclaw, Poland
| | - Dorota Frydecka
- Department of Psychiatry, Wrocław Medical University, 50-367 Wrocław, Poland
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10
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Bartlett EA, Yttredahl AA, Boldrini M, Tyrer AE, Hill KR, Ananth MR, Milak MS, Oquendo MA, Mann JJ, DeLorenzo C, Parsey RV. In vivo serotonin 1A receptor hippocampal binding potential in depression and reported childhood adversity. Eur Psychiatry 2023; 66:e17. [PMID: 36691786 PMCID: PMC9970152 DOI: 10.1192/j.eurpsy.2023.4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Reported childhood adversity (CA) is associated with development of depression in adulthood and predicts a more severe course of illness. Although elevated serotonin 1A receptor (5-HT1AR) binding potential, especially in the raphe nuclei, has been shown to be a trait associated with major depression, we did not replicate this finding in an independent sample using the partial agonist positron emission tomography tracer [11C]CUMI-101. Evidence suggests that CA can induce long-lasting changes in expression of 5-HT1AR, and thus, a history of CA may explain the disparate findings. METHODS Following up on our initial report, 28 unmedicated participants in a current depressive episode (bipolar n = 16, unipolar n = 12) and 19 non-depressed healthy volunteers (HVs) underwent [11C]CUMI-101 imaging to quantify 5-HT1AR binding potential. Participants in a depressive episode were stratified into mild/moderate and severe CA groups via the Childhood Trauma Questionnaire. We hypothesized higher hippocampal and raphe nuclei 5-HT1AR with severe CA compared with mild/moderate CA and HVs. RESULTS There was a group-by-region effect (p = 0.011) when considering HV, depressive episode mild/moderate CA, and depressive episode severe CA groups, driven by significantly higher hippocampal 5-HT1AR binding potential in participants in a depressive episode with severe CA relative to HVs (p = 0.019). Contrary to our hypothesis, no significant binding potential differences were detected in the raphe nuclei (p-values > 0.05). CONCLUSIONS With replication in larger samples, elevated hippocampal 5-HT1AR binding potential may serve as a promising biomarker through which to investigate the neurobiological link between CA and depression.
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Affiliation(s)
- Elizabeth A Bartlett
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York10032, USA.,Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York10032, USA
| | - Ashley A Yttredahl
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York10032, USA.,Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York10032, USA
| | - Maura Boldrini
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York10032, USA
| | - Andrea E Tyrer
- Department of Psychiatry, Stony Brook Medicine, Stony Brook, NY11794, USA.,Clinical Genetics Research Program, Centre for Addiction and Mental Health, University of Toronto, Toronto, OntarioM5S, Canada
| | - Kathryn R Hill
- Department of Psychiatry, Stony Brook Medicine, Stony Brook, NY11794, USA
| | - Mala R Ananth
- National Institute of Neurological Disorders and Stroke, National Institute of Health, Bethesda, Maryland20892, USA
| | - Matthew S Milak
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York10032, USA.,Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York10032, USA
| | - Maria A Oquendo
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania19104, USA
| | - J John Mann
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York10032, USA.,Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York10032, USA.,Department of Radiology, Columbia University, New York, New York10027, USA
| | - Christine DeLorenzo
- Department of Psychiatry, Stony Brook Medicine, Stony Brook, NY11794, USA.,Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York11794, USA
| | - Ramin V Parsey
- Department of Psychiatry, Stony Brook Medicine, Stony Brook, NY11794, USA.,Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York11794, USA.,Department of Radiology, Stony Brook University, Stony Brook, New York11794, USA
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11
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Beopoulos A, Géa M, Fasano A, Iris F. Autism spectrum disorders pathogenesis: Toward a comprehensive model based on neuroanatomic and neurodevelopment considerations. Front Neurosci 2022; 16:988735. [PMID: 36408388 PMCID: PMC9671112 DOI: 10.3389/fnins.2022.988735] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 10/10/2022] [Indexed: 11/26/2023] Open
Abstract
Autism spectrum disorder (ASD) involves alterations in neural connectivity affecting cortical network organization and excitation to inhibition ratio. It is characterized by an early increase in brain volume mediated by abnormal cortical overgrowth patterns and by increases in size, spine density, and neuron population in the amygdala and surrounding nuclei. Neuronal expansion is followed by a rapid decline from adolescence to middle age. Since no known neurobiological mechanism in human postnatal life is capable of generating large excesses of frontocortical neurons, this likely occurs due to a dysregulation of layer formation and layer-specific neuronal migration during key early stages of prenatal cerebral cortex development. This leads to the dysregulation of post-natal synaptic pruning and results in a huge variety of forms and degrees of signal-over-noise discrimination losses, accounting for ASD clinical heterogeneities, including autonomic nervous system abnormalities and comorbidities. We postulate that sudden changes in environmental conditions linked to serotonin/kynurenine supply to the developing fetus, throughout the critical GW7 - GW20 (Gestational Week) developmental window, are likely to promote ASD pathogenesis during fetal brain development. This appears to be driven by discrete alterations in differentiation and patterning mechanisms arising from in utero RNA editing, favoring vulnerability outcomes over plasticity outcomes. This paper attempts to provide a comprehensive model of the pathogenesis and progression of ASD neurodevelopmental disorders.
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Affiliation(s)
| | | | - Alessio Fasano
- Division of Pediatric Gastroenterology and Nutrition, Mucosal Immunology and Biology Research Center, Massachusetts General Hospital for Children, Boston, MA, United States
- Division of Pediatric Gastroenterology and Nutrition, Center for Celiac Research and Treatment, Massachusetts General Hospital for Children, Boston, MA, United States
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12
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Pantazatos SP, Melhem NM, Brent DA, Zanderigo F, Bartlett EA, Lesanpezeshki M, Burke A, Miller JM, Mann JJ. Ventral prefrontal serotonin 1A receptor binding: a neural marker of vulnerability for mood disorder and suicidal behavior? Mol Psychiatry 2022; 27:4136-4143. [PMID: 35760877 PMCID: PMC9722608 DOI: 10.1038/s41380-022-01671-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 06/01/2022] [Accepted: 06/10/2022] [Indexed: 02/07/2023]
Abstract
Mood disorders and suicidal behavior have moderate heritability and are associated with altered corticolimbic serotonin 1A receptor (5-HT1A) brain binding. However, it is unclear whether this reflects genetic effects or epigenetic effects of childhood adversity, compensatory mechanisms, or illness stress-related changes. We sought to separate such effects on 5-HT1A binding by examining high familial risk individuals (HR) who have passed through the age of greatest risk for psychopathology onset with and without developing mood disorder or suicidal behavior. PET imaging quantified 5-HT1A binding potential BPND using [11C]CUMI-101 in healthy volunteers (HV, N = 23) and three groups with one or more relatives manifesting early-onset mood disorder and suicide attempt: 1. unaffected HR (N = 23); 2. HR with lifetime mood disorder and no suicide attempt (HR-MOOD, N = 26); and 3. HR-MOOD with previous suicide attempt (HR-MOOD + SA, N = 20). Findings were tested in an independent cohort not selected for family history (HV, MOOD, and MOOD + SA, total N = 185). We tested for regional BPND differences and whether brain-wide patterns distinguished between groups. Low ventral prefrontal 5-HT1A BPND was associated with lifetime mood disorder diagnosis and suicide attempt, but only in subjects with a family history of mood disorder and suicide attempt. Brain-wide 5-HT1A BPND patterns including low ventral prefrontal and mesiotemporal cortical binding distinguished HR-MOOD + SA from HV. A biological endophenotype associated with resilience was not observed. Low ventral prefrontal 5-HT1A BPND may reflect familial mood disorder and suicide-related pathology. Further studies are needed to determine if higher ventral prefrontal 5-HT1A BPND confers resilience, reducing risk of suicidal behavior in the context of familial risk, and thereby offer a potential prevention target.
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Affiliation(s)
- Spiro P Pantazatos
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA.
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA.
| | - Nadine M Melhem
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - David A Brent
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- UPMC Western Psychiatric Hospital, Pittsburgh, PA, USA
| | - Francesca Zanderigo
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
| | - Elizabeth A Bartlett
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
| | - Mohammad Lesanpezeshki
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
| | - Ainsley Burke
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
| | - Jeffrey M Miller
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
| | - J John Mann
- Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA.
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA.
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13
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Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology. Commun Biol 2022; 5:1024. [PMID: 36168040 PMCID: PMC9515219 DOI: 10.1038/s42003-022-03963-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 09/07/2022] [Indexed: 02/06/2023] Open
Abstract
It is increasingly recognized that multiple psychiatric conditions are underpinned by shared neural pathways, affecting similar brain systems. Here, we carried out a multiscale neural contextualization of shared alterations of cortical morphology across six major psychiatric conditions (autism spectrum disorder, attention deficit/hyperactivity disorder, major depression disorder, obsessive-compulsive disorder, bipolar disorder, and schizophrenia). Our framework cross-referenced shared morphological anomalies with respect to cortical myeloarchitecture and cytoarchitecture, as well as connectome and neurotransmitter organization. Pooling disease-related effects on MRI-based cortical thickness measures across six ENIGMA working groups, including a total of 28,546 participants (12,876 patients and 15,670 controls), we identified a cortex-wide dimension of morphological changes that described a sensory-fugal pattern, with paralimbic regions showing the most consistent alterations across conditions. The shared disease dimension was closely related to cortical gradients of microstructure as well as neurotransmitter axes, specifically cortex-wide variations in serotonin and dopamine. Multiple sensitivity analyses confirmed robustness with respect to slight variations in analytical choices. Our findings embed shared effects of common psychiatric conditions on brain structure in multiple scales of brain organization, and may provide insights into neural mechanisms of transdiagnostic vulnerability.
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14
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Fu H, Rong J, Chen Z, Zhou J, Collier T, Liang SH. Positron Emission Tomography (PET) Imaging Tracers for Serotonin Receptors. J Med Chem 2022; 65:10755-10808. [PMID: 35939391 DOI: 10.1021/acs.jmedchem.2c00633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Serotonin (5-hydroxytryptamine, 5-HT) and 5-HT receptors (5-HTRs) have crucial roles in various neuropsychiatric disorders and neurodegenerative diseases, making them attractive diagnostic and therapeutic targets. Positron emission tomography (PET) is a noninvasive nuclear molecular imaging technique and is an essential tool in clinical diagnosis and drug discovery. In this context, numerous PET ligands have been developed for "visualizing" 5-HTRs in the brain and translated into human use to study disease mechanisms and/or support drug development. Herein, we present a comprehensive repertoire of 5-HTR PET ligands by focusing on their chemotypes and performance in PET imaging studies. Furthermore, this Perspective summarizes recent 5-HTR-focused drug discovery, including biased agonists and allosteric modulators, which would stimulate the development of more potent and subtype-selective 5-HTR PET ligands and thus further our understanding of 5-HTR biology.
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Affiliation(s)
- Hualong Fu
- Key Laboratory of Radiopharmaceuticals, Ministry of Education, College of Chemistry, Beijing Normal University, Beijing 100875, China
| | - Jian Rong
- Division of Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, Boston, Massachusetts 02114, United States.,Department of Radiology, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Zhen Chen
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, International Innovation Center for Forest Chemicals and Materials, College of Chemical Engineering, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Jingyin Zhou
- Key Laboratory of Radiopharmaceuticals, Ministry of Education, College of Chemistry, Beijing Normal University, Beijing 100875, China
| | - Thomas Collier
- Division of Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, Boston, Massachusetts 02114, United States.,Department of Radiology, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Steven H Liang
- Division of Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, Boston, Massachusetts 02114, United States.,Department of Radiology, Harvard Medical School, Boston, Massachusetts 02115, United States
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15
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Matheson GJ, Ogden RT. Simultaneous multifactor Bayesian analysis (SiMBA) of PET time activity curve data. Neuroimage 2022; 256:119195. [PMID: 35452807 PMCID: PMC9470242 DOI: 10.1016/j.neuroimage.2022.119195] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 03/24/2022] [Accepted: 04/06/2022] [Indexed: 11/17/2022] Open
Abstract
Positron emission tomography (PET) is an in vivo imaging method essential for studying the neurochemical pathophysiology of psychiatric and neurological disease. However, its high cost and exposure of participants to radiation make it unfeasible to employ large sample sizes. The major shortcoming of PET imaging is therefore its lack of power for studying clinically-relevant research questions. Here, we introduce a new method for performing PET quantification and analysis called SiMBA, which helps to alleviate these issues by improving the efficiency of PET analysis by exploiting similarities between both individuals and regions within individuals. In simulated [11C]WAY100635 data, SiMBA greatly improves both statistical power and the consistency of effect size estimation without affecting the false positive rate. This approach makes use of hierarchical, multifactor, multivariate Bayesian modelling to effectively borrow strength across the whole dataset to improve stability and robustness to measurement error. In so doing, parameter identifiability and estimation are improved, without sacrificing model interpretability. This comes at the cost of increased computational overhead, however this is practically negligible relative to the time taken to collect PET data. This method has the potential to make it possible to test clinically-relevant hypotheses which could never be studied before given the practical constraints. Furthermore, because this method does not require any additional information over and above that required for traditional analysis, it makes it possible to re-examine data which has already previously been collected at great expense. In the absence of dramatic advancements in PET image data quality, radiotracer development, or data sharing, PET imaging has been fundamentally limited in the scope of research hypotheses which could be studied. This method, especially combined with the recent steps taken by the PET imaging community to embrace data sharing, will make it possible to greatly improve the research possibilities and clinical relevance of PET neuroimaging.
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Affiliation(s)
- Granville J Matheson
- Department of Psychiatry, Columbia University, New York, NY 10032, USA; Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY 10032, USA.
| | - R Todd Ogden
- Department of Psychiatry, Columbia University, New York, NY 10032, USA; Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY 10032, USA
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16
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Barrientos R, Alatorre A, Oviedo-Chávez A, Delgado A, Nielsen N, Querejeta E. Tonic serotonergic input increases the burst firing mode and diminishes the firing rate of reticular thalamic nucleus neurons through 5-HT1A receptors activation in anesthetized rats. Exp Brain Res 2022; 240:1341-1356. [PMID: 35234992 DOI: 10.1007/s00221-022-06328-4] [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: 01/04/2022] [Accepted: 02/07/2022] [Indexed: 11/30/2022]
Abstract
The reticular thalamic nucleus (RTn) is a thin shell of GABAergic neurons that covers the dorsal thalamus that regulate the global activity of all thalamic nuclei. RTn controls the flow of information between thalamus and cerebral cortex since it receives glutamatergic information from collaterals of thalamo-cortical (TCs) and cortico-thalamic neurons. It also receives aminergic information from several brain stem nuclei, including serotonergic fibers originated in the dorsal raphe nucleus. RTn neurons express serotonergic receptors including the 5-HT1A subtype, however, the role of this receptor in the RTn electrical activity has been scarcely analyzed. In this work, we recorded in vivo the unitary spontaneous electrical activity of RTn neurons in anesthetized rats; our study aimed to obtain information about the effects of 5-HT1A receptors in RTn neurons. Local application of fluoxetine (a serotonin reuptake inhibitor) increases burst firing index accompanied by a decrease in the basal spiking rate. Local application of different doses of serotonin and 8-OH-DPAT (a specific 5-HT1A receptor agonist) causes a similar response to fluoxetine effects. Local 5-HT1A receptors blockade produces opposite effects and suppresses the effect by 8-OH-DPAT. Our findings indicate the presence of a serotonergic tonic discharge in the RTn that increases the burst firing index and simultaneously decreases the basal spiking frequency through 5-HT1A receptors activation.
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Affiliation(s)
- Rafael Barrientos
- Academia de Fisiología, Escuela Superior de Medicina, Instituto Politécnico, Nacional. Plan de San Luis y Díaz Mirón, 11340, Colonia Casco de Santo Tomás, CdMx, Mexico
- Sección de Investigación y Posgrado de la Escuela Superior de Medicina del IPN, Instituto Politécnico Nacional, Plan de San Luis y Díaz Mirón, 11340, Colonia Casco de Santo Tomás, CdMx, Mexico
| | - Alberto Alatorre
- Academia de Fisiología, Escuela Superior de Medicina, Instituto Politécnico, Nacional. Plan de San Luis y Díaz Mirón, 11340, Colonia Casco de Santo Tomás, CdMx, Mexico
- Sección de Investigación y Posgrado de la Escuela Superior de Medicina del IPN, Instituto Politécnico Nacional, Plan de San Luis y Díaz Mirón, 11340, Colonia Casco de Santo Tomás, CdMx, Mexico
| | - Aldo Oviedo-Chávez
- Academia de Fisiología, Escuela Superior de Medicina, Instituto Politécnico, Nacional. Plan de San Luis y Díaz Mirón, 11340, Colonia Casco de Santo Tomás, CdMx, Mexico
| | - Alfonso Delgado
- Departamento de Fisiología Experimental, Facultad de Medicina y Ciencias Biomédicas, Universidad Autónoma de Chihuahua, Circuito Universitario Campus II, 31127, Chihuahua, Mexico
| | - Nielsine Nielsen
- Sección de Investigación y Posgrado de la Escuela Superior de Medicina del IPN, Instituto Politécnico Nacional, Plan de San Luis y Díaz Mirón, 11340, Colonia Casco de Santo Tomás, CdMx, Mexico
| | - Enrique Querejeta
- Academia de Fisiología, Escuela Superior de Medicina, Instituto Politécnico, Nacional. Plan de San Luis y Díaz Mirón, 11340, Colonia Casco de Santo Tomás, CdMx, Mexico.
- Sección de Investigación y Posgrado de la Escuela Superior de Medicina del IPN, Instituto Politécnico Nacional, Plan de San Luis y Díaz Mirón, 11340, Colonia Casco de Santo Tomás, CdMx, Mexico.
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17
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Deo N, Redpath G. Serotonin Receptor and Transporter Endocytosis Is an Important Factor in the Cellular Basis of Depression and Anxiety. Front Cell Neurosci 2022; 15:804592. [PMID: 35280519 PMCID: PMC8912961 DOI: 10.3389/fncel.2021.804592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 12/16/2021] [Indexed: 11/13/2022] Open
Abstract
Depression and anxiety are common, debilitating psychiatric conditions affecting millions of people throughout the world. Current treatments revolve around selective serotonin reuptake inhibitors (SSRIs), yet these drugs are only moderately effective at relieving depression. Moreover, up to 30% of sufferers are SSRI non-responders. Endocytosis, the process by which plasma membrane and extracellular constituents are internalized into the cell, plays a central role in the regulation of serotonin (5-hydroxytryptophan, 5-HT) signaling, SSRI function and depression and anxiety pathogenesis. Despite their therapeutic potential, surprisingly little is known about the endocytosis of the serotonin receptors (5-HT receptors) or the serotonin transporter (SERT). A subset of 5-HT receptors are endocytosed by clathrin-mediated endocytosis following serotonin binding, while for the majority of 5-HT receptors the endocytic regulation is not known. SERT internalizes serotonin from the extracellular space into the cell to limit the availability of serotonin for receptor binding and signaling. Endocytosis of SERT reduces serotonin uptake, facilitating serotonin signaling. SSRIs predominantly inhibit SERT, preventing serotonin uptake to enhance 5-HT receptor signaling, while hallucinogenic compounds directly activate specific 5-HT receptors, altering their interaction with endocytic adaptor proteins to induce alternate signaling outcomes. Further, multiple polymorphisms and transcriptional/proteomic alterations have been linked to depression, anxiety, and SSRI non-response. In this review, we detail the endocytic regulation of 5-HT receptors and SERT and outline how SSRIs and hallucinogenic compounds modulate serotonin signaling through endocytosis. Finally, we will examine the deregulated proteomes in depression and anxiety and link these with 5-HT receptor and SERT endocytosis. Ultimately, in attempting to integrate the current studies on the cellular biology of depression and anxiety, we propose that endocytosis is an important factor in the cellular basis of depression and anxiety. We will highlight how a thorough understanding 5-HT receptor and SERT endocytosis is integral to understanding the biological basis of depression and anxiety, and to facilitate the development of a next generation of specific, efficacious antidepressant treatments.
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Affiliation(s)
- Nikita Deo
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
| | - Gregory Redpath
- European Molecular Biology Lab (EMBL) Australia Node in Single Molecule Science, School of Medical Sciences and the Australian Research Council (ARC) Centre of Excellence in Advanced Molecular Imaging, University of New South Wales, Sydney, NSW, Australia
- *Correspondence: Gregory Redpath
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18
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Lan MJ, Zanderigo F, Pantazatos SP, Sublette ME, Miller J, Ogden RT, Mann JJ. Serotonin 1A Receptor Binding of [11C]CUMI-101 in Bipolar Depression Quantified Using Positron Emission Tomography: Relationship to Psychopathology and Antidepressant Response. Int J Neuropsychopharmacol 2022; 25:534-544. [PMID: 34996114 PMCID: PMC9352178 DOI: 10.1093/ijnp/pyac001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 12/15/2021] [Accepted: 01/05/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The pathophysiology of bipolar disorder (BD) remains largely unknown despite it causing significant disability and suicide risk. Serotonin signaling may play a role in the pathophysiology, but direct evidence for this is lacking. Treatment of the depressed phase of the disorder is limited. Previous studies have indicated that positron emission tomography (PET) imaging of the serotonin 1A receptor (5HT1AR) may predict antidepressant response. METHODS A total of 20 participants with BD in a current major depressive episode and 16 healthy volunteers had PET imaging with [11C]CUMI-101, employing a metabolite-corrected input function for quantification of binding potential to the 5HT1AR. Bipolar participants then received an open-labeled, 6-week clinical trial with a selective serotonin reuptake inhibitor (SSRI) in addition to their mood stabilizer. Clinical ratings were obtained at baseline and during SSRI treatment. RESULTS Pretreatment binding potential (BPF) of [11C]CUMI-101 was associated with a number of pretreatment clinical variables within BD participants. Within the raphe nucleus, it was inversely associated with the baseline Montgomery Åsberg Rating Scale (P = .026), the Beck Depression Inventory score (P = .0023), and the Buss Durkee Hostility Index (P = .0058), a measure of lifetime aggression. A secondary analysis found [11C]CUMI-101 BPF was higher in bipolar participants compared with healthy volunteers (P = .00275). [11C]CUMI-101 BPF did not differ between SSRI responders and non-responders (P = .907) to treatment and did not predict antidepressant response (P = .580). Voxel-wise analyses confirmed the results obtained in regions of interest analyses. CONCLUSIONS A disturbance of serotonin system function is associated with both the diagnosis of BD and its severity of depression. Pretreatment 5HT1AR binding did not predict SSRI antidepressant outcome.The study was listed on clinicaltrials.gov with identifier NCT02473250.
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Affiliation(s)
- Martin J Lan
- Correspondence: Martin Lan, MD, PhD, 1051 Riverside Dr., Unit 42, New York, NY 10032, USA ()
| | - Francesca Zanderigo
- Department of Psychiatry, Vagelos College of Physicians and Surgeons at Columbia University, New York, NY, USA,Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA
| | - Spiro P Pantazatos
- Department of Psychiatry, Vagelos College of Physicians and Surgeons at Columbia University, New York, NY, USA,Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA
| | - M Elizabeth Sublette
- Department of Psychiatry, Vagelos College of Physicians and Surgeons at Columbia University, New York, NY, USA,Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA
| | - Jeffrey Miller
- Department of Psychiatry, Vagelos College of Physicians and Surgeons at Columbia University, New York, NY, USA,Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA
| | - R Todd Ogden
- Department of Psychiatry, Vagelos College of Physicians and Surgeons at Columbia University, New York, NY, USA,Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA
| | - J John Mann
- Department of Psychiatry, Vagelos College of Physicians and Surgeons at Columbia University, New York, NY, USA,Molecular Imaging and Neuropathology Area, New York State Psychiatric Institute, New York, NY, USA,Department of Radiology, Vagelos College of Physicians and Surgeons at Columbia University, New York, NY, USA
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19
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Gamma camera imaging in psychiatric disorders. Nucl Med Mol Imaging 2022. [DOI: 10.1016/b978-0-12-822960-6.00222-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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20
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5-HT Receptors and the Development of New Antidepressants. Int J Mol Sci 2021; 22:ijms22169015. [PMID: 34445721 PMCID: PMC8396477 DOI: 10.3390/ijms22169015] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 08/13/2021] [Accepted: 08/19/2021] [Indexed: 02/06/2023] Open
Abstract
Serotonin modulates several physiological and cognitive pathways throughout the human body that affect emotions, memory, sleep, and thermal regulation. The complex nature of the serotonergic system and interactions with other neurochemical systems indicate that the development of depression may be mediated by various pathomechanisms, the common denominator of which is undoubtedly the disturbed transmission in central 5-HT synapses. Therefore, the deliberate pharmacological modulation of serotonergic transmission in the brain seems to be one of the most appropriate strategies for the search for new antidepressants. As discussed in this review, the serotonergic system offers great potential for the development of new antidepressant therapies based on the combination of SERT inhibition with different pharmacological activity towards the 5-HT system. The aim of this article is to summarize the search for new antidepressants in recent years, focusing primarily on the possibility of benefiting from interactions with various 5-HT receptors in the pharmacotherapy of depression.
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21
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Tanwar S, Mattoo B, Kumar U, Dada R, Bhatia R. Does human serotonin-1A receptor polymorphism (rs6295) code for pain and associated symptoms in fibromyalgia syndrome? Reumatismo 2021; 73:24-31. [PMID: 33874644 DOI: 10.4081/reumatismo.2021.1312] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 02/23/2021] [Indexed: 11/22/2022] Open
Abstract
Genetic predisposition may play an important role in the development of fibromyalgia syndrome (FMS). Serotonin is known to be involved in pain modulation and serotonin-1A receptor plays a considerable role in determining the central 5-HT tone. Consequently, variation in 5-HT1A receptor gene (HTR1A) may be responsible for inter-individual variability in pain sensitivity and other clinical symptoms of FMS. Therefore, the objectives of this research work were to study the gene polymorphism of 5-HTR1A gene and to explore the correlation between rs6295 genotype (-1019C/G HTR1A) and duration of pain, pain intensity and pain related depression and anxiety, if any, in FMS. 5-HTR1A genotype for the C(-1019)G polymorphism was typed in 62 patients with FMS and 42 healthy subjects. Present pain intensity, components of pain and pain related depression and anxiety were assessed using the numerical pain rating scale, McGill pain questionnaire and Hamilton depression and anxiety rating scale respectively. 5-HTR1A gene was represented by three different genotypes, homozygous C/C, heterozygous C/G and homozygous G/G. Analysis of the 5-HTR1A gene showed a frequency of 58%, 31% and 11% for the C/C, C/G and G/G genotypes, respectively in FMS group. This proportion was 69%, 23% and 8% in healthy subjects. No significant correlation was observed between 5-HTR1A gene polymorphism and pain and related symptoms in FMS patients. To the best of our knowledge this is the first study which investigated the correlation between the 5-HTR1A gene polymorphism and pain intensity, the affective component of pain, pain related depression and anxiety in FMS.
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Affiliation(s)
- S Tanwar
- Department of Physiology, All India Institute of Medical Sciences (AIIMS), New Delhi.
| | - B Mattoo
- Department of Physiology, All India Institute of Medical Sciences (AIIMS), New Delhi.
| | - U Kumar
- Department of Rheumatology, All India Institute of Medical Sciences (AIIMS), New Delhi.
| | - R Dada
- Department of Anatomy, All India Institute of Medical Sciences (AIIMS), New Delhi.
| | - R Bhatia
- Department of Physiology, All India Institute of Medical Sciences (AIIMS), New Delhi.
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22
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Terock J, Weihs A, Teumer A, Klinger-König J, Janowitz D, Grabe HJ. Associations and interactions of the serotonin receptor genes 5-HT1A, 5-HT2A, and childhood trauma with alexithymia in two independent general-population samples. Psychiatry Res 2021; 298:113783. [PMID: 33567384 DOI: 10.1016/j.psychres.2021.113783] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 01/31/2021] [Indexed: 12/18/2022]
Abstract
Previous studies suggested that childhood trauma and a disturbed serotonergic neurotransmission are involved in the pathogenesis of alexithymia. Specifically, genetic polymorphisms of the serotonin receptors 5-HT1A and 5-HT2A were found to be associated with alexithymia. However, it is unclear whether these factors show main or interaction effects with childhood trauma on alexithymia. Data from two independent general-population cohorts of the Study of Health in Pomerania (SHIP-Trend: N=3,706, Age: range=20-83, 51.6% female, SHIP-LEGEND: N=2,162, Age: range=20-80, 52.5% female) were used. The Toronto Alexithymia Scale-20 (TAS-20) and the Childhood Trauma Questionnaire (CTQ) were applied. Genotypes of rs6295 of 5-HT1A and rs6311 of 5-HT2A were determined. Ordinary least-squared regression models with robust standard errors were applied to investigate associations of the main and interaction effects of childhood maltreatment and the polymorphisms with alexithymia. Childhood trauma, but none of the investigated polymorphisms showed main effects on alexithymia. However, childhood trauma showed significant CTQ sum score x rs6295 interactions in male subjects in both samples such that the presence of the G-allele diminished the CTQ associated increase in the TAS-20 sum scores. Our results support a strong role of early life stress and interactions with rs6295 on alexithymic personality features at least in male subjects.
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Affiliation(s)
- Jan Terock
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany; Department of Psychiatry and Psychotherapy, HELIOS Hanseklinikum Stralsund, Stralsund, Germany.
| | - Antoine Weihs
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany
| | - Alexander Teumer
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Johanna Klinger-König
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany
| | - Deborah Janowitz
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany
| | - Hans J Grabe
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany; German Center for Neurodegenerative Diseases DZNE, Site Rostock/ Greifswald, Germany
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23
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Ghassemi Nejad J, Lee BH, Kim JY, Chemere B, Sung KI, Lee HG. Effect of alpine grazing on plasma and hair cortisol, serotonin, and DHEA in dairy cows and its welfare impact. Domest Anim Endocrinol 2021; 75:106581. [PMID: 33189967 DOI: 10.1016/j.domaniend.2020.106581] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 10/18/2020] [Accepted: 10/18/2020] [Indexed: 01/31/2023]
Abstract
Through the analysis of blood and hair samples, this study evaluated the effects of grazing in alpine areas on welfare indices and indicators of stress in dairy cows. Twenty-one Holstein dairy cows (body weight: 637 ± 21.5 kg; days in milk: 133 ± 17.7, and second parity) were randomly assigned to 3 groups: control (nongrazing), 12 h of alpine grazing (12 hG), and 24 h of alpine grazing (24 hG). Blood samples for plasma collection were taken for 3 consecutive days at the end of the experiment. Hair samples were collected at the beginning and end of the experiment. Hormone measurements included cortisol, serotonin, and dehydroepiandrosterone (DHEA) in both plasma and hair samples. Plasma cortisol and DHEA levels did not differ among the 3 groups, whereas the plasma serotonin level was higher in the 24 hG group than that in the other groups. The plasma cortisol to DHEA ratio was lower in the 24 hG group than that in the control and 12 hG group. The hair samples taken at the end of the experiment showed that the cortisol level was significantly higher in the control group than that in both of the grazing groups and also higher in the 12 hG than that in the 24 hG group. Hair DHEA and serotonin levels were highest in the 24 hG group. The hair cortisol to DHEA ratio was significantly higher in the control group than that in the 12 hG and 24 hG groups and in the 12 hG group than that in the 24 hG group. Our study showed that grazing dairy cows in alpine areas for 24 h improved their welfare, as indicated by increased serotonin levels in hair and plasma, increased hair DHEA level, and decreased stress indicators, including the hair cortisol level and cortisol to DHEA ratio. Farm facilities should allocate optimal grazing time for optimal welfare of dairy cows.
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Affiliation(s)
- J Ghassemi Nejad
- Department of Animal Science and Technology, Sanghuh College of Life Sciences, Konkuk University, Seoul 05029, Republic of Korea; Team of An Educational Program for Specialists in Global Animal Science, Brain Korea 21 Plus Project, Sanghuh College of Life Sciences, Konkuk University, Seoul 05029, Republic of Korea
| | - B-H Lee
- National Institute of Animal Science, RDA, Cheonan 31000, Republic of Korea
| | - J-Y Kim
- College of Animal Life Sciences, Kangwon National University, Chuncheon, 24341 Gangwon, Republic of Korea
| | - B Chemere
- Department of Animal Science, College of Agriculture and Environmental Sciences, Arsi University, P.O.Box: 193, Asella, Arsi, Oromia, Ethiopia
| | - K-I Sung
- College of Animal Life Sciences, Kangwon National University, Chuncheon, 24341 Gangwon, Republic of Korea.
| | - H-G Lee
- Department of Animal Science and Technology, Sanghuh College of Life Sciences, Konkuk University, Seoul 05029, Republic of Korea; Team of An Educational Program for Specialists in Global Animal Science, Brain Korea 21 Plus Project, Sanghuh College of Life Sciences, Konkuk University, Seoul 05029, Republic of Korea.
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24
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Faulkner P, Huys QJM, Renz D, Eshel N, Pilling S, Dayan P, Roiser JP. A comparison of 'pruning' during multi-step planning in depressed and healthy individuals. Psychol Med 2021; 52:1-9. [PMID: 33706833 PMCID: PMC9811346 DOI: 10.1017/s0033291721000799] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 12/23/2020] [Accepted: 02/18/2021] [Indexed: 01/12/2023]
Abstract
BACKGROUND Real-life decisions are often complex because they involve making sequential choices that constrain future options. We have previously shown that to render such multi-step decisions manageable, people 'prune' (i.e. selectively disregard) branches of decision trees that contain negative outcomes. We have theorized that sub-optimal pruning contributes to depression by promoting an oversampling of branches that result in unsavoury outcomes, which results in a negatively-biased valuation of the world. However, no study has tested this theory in depressed individuals. METHODS Thirty unmedicated depressed and 31 healthy participants were administered a sequential reinforcement-based decision-making task to determine pruning behaviours, and completed measures of depression and anxiety. Computational, Bayesian and frequentist analyses examined group differences in task performance and relationships between pruning and depressive symptoms. RESULTS Consistent with prior findings, participants robustly pruned branches of decision trees that began with large losses, regardless of the potential utility of those branches. However, there was no group difference in pruning behaviours. Further, there was no relationship between pruning and levels of depression/anxiety. CONCLUSIONS We found no evidence that sub-optimal pruning is evident in depression. Future research could determine whether maladaptive pruning behaviours are observable in specific sub-groups of depressed patients (e.g. in treatment-resistant individuals), or whether misuse of other heuristics may contribute to depression.
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Affiliation(s)
- Paul Faulkner
- Department of Psychology, University of Roehampton, London, UK
| | - Quentin J. M. Huys
- Division of Psychiatry, University College London, London, UK
- Max Planck Centre for Computational Psychiatry and Ageing Research, University College London, London, UK
| | - Daniel Renz
- Translational Neuromodeling Unit, Institute for Biomedical Engineering, University of Zurich and ETH Zurich, Zurich, Switzerland
| | - Neir Eshel
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Stephen Pilling
- Division of Psychology and Language Sciences, University College London, London, UK
| | - Peter Dayan
- Department of Computational Neuroscience, Max Planck Institute for Biological Cybernetics, Tübingen, Germany
| | - Jonathan P. Roiser
- Institute of Cognitive Neuroscience, University College London, London, UK
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25
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Jiang YF, Liu J, Yang J, Guo Y, Hu W, Zhang J, La XM, Xie W, Wang HS, Zhang L. Involvement of the Dorsal Hippocampus 5-HT1A Receptors in the Regulation of Depressive-Like Behaviors in Hemiparkinsonian Rats. Neuropsychobiology 2021; 79:198-207. [PMID: 31940619 DOI: 10.1159/000505212] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2019] [Accepted: 12/02/2019] [Indexed: 11/19/2022]
Abstract
BACKGROUND Depression is one of the most common neuropsychiatric disturbances in Parkinson's disease (PD), but its pathophysiology is not definite. Lines of evidence have indicated that the hippocampus and serotonin 1A (5-HT1A) receptors are related to the regulation of depression. OBJECTIVE The purpose of the present study was to observe the effect of 5-HT1A receptors in the dorsal hippocampus (dHIP) on PD-related depression in rats. METHODS Unilateral 6-hydroxydopamine lesioning of the medial forebrain bundle (MFB) was used to establish the hemiparkinsonian rat model. The effects of intra-dHIP injection of the 5-HT1A receptor -agonist 8-hydroxy-2-(dipropylamino)tetralin hydrobromide (8-OH-DPAT) or antagonist WAY-100635 on depressive-like behaviors were observed in sucrose preference and forced swim tests in control and lesioned rats. Monoamine levels including dopamine (DA), 5-HT, and noradrenaline (NA) in depression-related brain regions were determined by a neurochemical method in all groups. RESULTS Behavioral results showed that MFB lesions induced depressive-like behaviors. Intra-dHIP injection of 8-OH-DPAT produced antidepressant effects, while WAY-100635 induced or increased the depressive-like behaviors in both control and the lesioned rats. Neurochemical results found that intra-dHIP injection of 8-OH-DPAT significantly increased DA and 5-HT levels in the medial prefrontal cortex (mPFC), lateral habenula (LHb), ventral hippocampus and amygdala in the lesioned group and decreased NA levels in the mPFC and LHb in the control group. Moreover, after injection of WAY-100635, NA levels in all these regions of the lesioned group were significantly increased. CONCLUSIONS These findings suggest that hippocampal 5-HT1A receptors regulate depression and PD-related depression by neurochemical mechanisms.
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Affiliation(s)
- Yi-Fan Jiang
- Department of Physiology and Pathophysiology, School of Medicine, Xi'an Jiaotong University, Xi'an, China.,Department of Clinical Medicine, School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Jian Liu
- Department of Physiology and Pathophysiology, School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Jie Yang
- Department of Physiology and Pathophysiology, School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Yuan Guo
- Department of Physiology and Pathophysiology, School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Wei Hu
- Department of Physiology and Pathophysiology, School of Medicine, Xi'an Jiaotong University, Xi'an, China.,Department of Clinical Medicine, School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Jin Zhang
- Department of Physiology and Pathophysiology, School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Xue-Mei La
- Department of Physiology and Pathophysiology, School of Medicine, Xi'an Jiaotong University, Xi'an, China.,Department of Stomatology, School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Wen Xie
- Department of Physiology and Pathophysiology, School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Hui-Sheng Wang
- Department of Physiology and Pathophysiology, School of Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Li Zhang
- Department of Physiology and Pathophysiology, School of Medicine, Xi'an Jiaotong University, Xi'an, China,
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Suicidality in Epilepsy: Does It Share Common Pathogenic Mechanisms with Epilepsy? Curr Top Behav Neurosci 2021; 55:209-250. [PMID: 33683680 DOI: 10.1007/7854_2021_220] [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] [Indexed: 12/24/2022]
Abstract
Suicidality presents a major global health concern and its association with epilepsy has been suggested. The body of evidence is growing due to targeted epidemiological studies, genetic findings, and neuroimaging data, use of specific neuropsychiatric inventories, neuropsychological tests, and metabolic and immunological studies.Suicide tendencies and psychiatric comorbidity such as depression are not uncommon in chronic diseases, especially in epilepsy. Suicide is an important cause of death in epilepsy, and is usually underestimated. Persons with epilepsy have higher risk for suicide than healthy controls. It appears that some epilepsy types have stronger tendencies for suicide, in particular temporal lobe epilepsy. The suicidal risk factors in persons with epilepsy include difficult to treat epilepsies, onset of epilepsy at an earlier age, and comorbid depression.This clinical evidence is mostly based on observational studies in which we found an increased risk of suicidal ideation, suicidal attempts, and completed suicides in persons with epilepsy. However, we lack prospective and longitudinal studies on suicide in epilepsy. In this chapter we will examine recent research in neurobiological mechanisms between suicidality and epilepsy, and comorbid depression.
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Sex and the serotonergic underpinnings of depression and migraine. HANDBOOK OF CLINICAL NEUROLOGY 2020; 175:117-140. [PMID: 33008520 DOI: 10.1016/b978-0-444-64123-6.00009-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Most psychiatric disorders demonstrate sex differences in their prevalence and symptomatology, and in their response to treatment. These differences are particularly pronounced in mood disorders. Differences in sex hormone levels are among the most overt distinctions between males and females and are thus an intuitive underpinning for these clinical observations. In fact, treatment with estrogen and testosterone was shown to exert antidepressant effects, which underscores this link. Changes to monoaminergic signaling in general, and serotonergic transmission in particular, are understood as central components of depressive pathophysiology. Thus, modulation of the serotonin system may serve as a mechanism via which sex hormones exert their clinical effects in mental health disorders. Over the past 20 years, various experimental approaches have been applied to identify modes of influence of sex and sex hormones on the serotonin system. This chapter provides an overview of different molecular components of the serotonin system, followed by a review of studies performed in animals and in humans with the purpose of elucidating sex hormone effects. Particular emphasis will be placed on studies performed with positron emission tomography, a method that allows for human in vivo molecular imaging and, therefore, assessment of effects in a clinically representative context. The studies addressed in this chapter provide a wealth of information on the interaction between sex, sex hormones, and serotonin in the brain. In general, they offer evidence for the concept that the influence of sex hormones on various components of the serotonin system may serve as an underpinning for the clinical effects these hormones demonstrate.
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Wang Y, Wang G, Wang L, Ogden RT. Simultaneous confidence corridors for mean functions in functional data analysis of imaging data. Biometrics 2020; 76:427-437. [PMID: 31544958 PMCID: PMC7310608 DOI: 10.1111/biom.13156] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 09/09/2019] [Indexed: 11/30/2022]
Abstract
Motivated by recent work involving the analysis of biomedical imaging data, we present a novel procedure for constructing simultaneous confidence corridors for the mean of imaging data. We propose to use flexible bivariate splines over triangulations to handle an irregular domain of the images that is common in brain imaging studies and in other biomedical imaging applications. The proposed spline estimators of the mean functions are shown to be consistent and asymptotically normal under some regularity conditions. We also provide a computationally efficient estimator of the covariance function and derive its uniform consistency. The procedure is also extended to the two-sample case in which we focus on comparing the mean functions from two populations of imaging data. Through Monte Carlo simulation studies, we examine the finite sample performance of the proposed method. Finally, the proposed method is applied to analyze brain positron emission tomography data in two different studies. One data set used in preparation of this article was obtained from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database.
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Affiliation(s)
- Yueying Wang
- Department of Statistics, Iowa State University, Ames, Iowa
| | - Guannan Wang
- Department of Mathematics, College of William and Mary, Williamsburg, Virginia
| | - Li Wang
- Department of Statistics, Iowa State University, Ames, Iowa
| | - R. Todd Ogden
- Department of Biostatistics, Columbia University, New York, New York
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Machine learning classification of ADHD and HC by multimodal serotonergic data. Transl Psychiatry 2020; 10:104. [PMID: 32265436 PMCID: PMC7138849 DOI: 10.1038/s41398-020-0781-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 02/20/2020] [Accepted: 02/28/2020] [Indexed: 12/15/2022] Open
Abstract
Serotonin neurotransmission may impact the etiology and pathology of attention-deficit and hyperactivity disorder (ADHD), partly mediated through single nucleotide polymorphisms (SNPs). We propose a multivariate, genetic and positron emission tomography (PET) imaging classification model for ADHD and healthy controls (HC). Sixteen patients with ADHD and 22 HC were scanned by PET to measure serotonin transporter (SERT') binding potential with [11C]DASB. All subjects were genotyped for thirty SNPs within the HTR1A, HTR1B, HTR2A and TPH2 genes. Cortical and subcortical regions of interest (ROI) were defined and random forest (RF) machine learning was used for feature selection and classification in a five-fold cross-validation model with ten repeats. Variable selection highlighted the ROI posterior cingulate gyrus, cuneus, precuneus, pre-, para- and postcentral gyri as well as the SNPs HTR2A rs1328684 and rs6311 and HTR1B rs130058 as most discriminative between ADHD and HC status. The mean accuracy for the validation sets across repeats was 0.82 (±0.09) with balanced sensitivity and specificity of 0.75 and 0.86, respectively. With a prediction accuracy above 0.8, the findings underlying the proposed model advocate the relevance of the SERT as well as the HTR1B and HTR2A genes in ADHD and hint towards disease-specific effects. Regarding the high rates of comorbidities and difficult differential diagnosis especially for ADHD, a reliable computer-aided diagnostic tool for disorders anchored in the serotonergic system will support clinical decisions.
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30
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Pillai RLI, Bartlett EA, Ananth MR, Zhu C, Yang J, Hajcak G, Parsey RV, DeLorenzo C. Examining the underpinnings of loudness dependence of auditory evoked potentials with positron emission tomography. Neuroimage 2020; 213:116733. [PMID: 32169543 DOI: 10.1016/j.neuroimage.2020.116733] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 03/07/2020] [Accepted: 03/09/2020] [Indexed: 11/30/2022] Open
Abstract
Loudness dependence of auditory evoked potentials (LDAEP) has long been considered to reflect central basal serotonin transmission. However, the relationship between LDAEP and individual serotonin receptors and transporters has not been fully explored in humans and may involve other neurotransmitter systems. To examine LDAEP's relationship with the serotonin system, we performed PET using serotonin-1A (5-HT1A) imaging via [11C]CUMI-101 and serotonin transporter (5-HTT) imaging via [11C]DASB on a mixed sample of healthy controls (n = 4: 4 females, 0 males), patients with unipolar (MDD, n = 11: 4 females, 7 males) and bipolar depression (BD, n = 8: 4 females, 4 males). On these same participants, we also performed electroencephalography (EEG) within a week of PET scanning, using 1000 Hz tones of varying intensity to evoke LDAEP. We then evaluated the relationship between LDAEP and 5-HT1A or 5-HTT binding in both the raphe (5-HT1A)/midbrain (5-HTT) areas and in the temporal cortex. We found that LDAEP was significantly correlated with 5-HT1A positively and with 5-HTT negatively in the temporal cortex (p < 0.05), but not correlated with either in midbrain or raphe. In males only, exploratory analysis showed multiple regions in which LDAEP significantly correlated with 5-HT1A throughout the brain; we did not find this with 5-HTT. This multimodal study partially validates preclinical models of a serotonergic influence on LDAEP. Replication in larger samples is necessary to further clarify our understanding of the role of serotonin in perception of auditory tones.
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Affiliation(s)
| | - Elizabeth A Bartlett
- Department of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, United States
| | - Mala R Ananth
- Department of Psychiatry, Stony Brook University, United States
| | - Chencan Zhu
- Department of Applied Mathematics and Statistics, Stony Brook University, United States
| | - Jie Yang
- Department of Family, Population, and Preventive Medicine, Stony Brook University, United States
| | - Greg Hajcak
- Department of Biomedical Sciences and Psychology, Florida State University, United States
| | - Ramin V Parsey
- Department of Psychiatry, Stony Brook University, United States
| | - Christine DeLorenzo
- Department of Psychiatry, Stony Brook University, United States; Department of Biomedical Engineering, Stony Brook University, United States
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Schmaal L, van Harmelen AL, Chatzi V, Lippard ETC, Toenders YJ, Averill LA, Mazure CM, Blumberg HP. Imaging suicidal thoughts and behaviors: a comprehensive review of 2 decades of neuroimaging studies. Mol Psychiatry 2020; 25:408-427. [PMID: 31787757 PMCID: PMC6974434 DOI: 10.1038/s41380-019-0587-x] [Citation(s) in RCA: 177] [Impact Index Per Article: 44.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 10/21/2019] [Accepted: 10/29/2019] [Indexed: 01/06/2023]
Abstract
Identifying brain alterations that contribute to suicidal thoughts and behaviors (STBs) are important to develop more targeted and effective strategies to prevent suicide. In the last decade, and especially in the last 5 years, there has been exponential growth in the number of neuroimaging studies reporting structural and functional brain circuitry correlates of STBs. Within this narrative review, we conducted a comprehensive review of neuroimaging studies of STBs published to date and summarize the progress achieved on elucidating neurobiological substrates of STBs, with a focus on converging findings across studies. We review neuroimaging evidence across differing mental disorders for structural, functional, and molecular alterations in association with STBs, which converges particularly in regions of brain systems that subserve emotion and impulse regulation including the ventral prefrontal cortex (VPFC) and dorsal PFC (DPFC), insula and their mesial temporal, striatal and posterior connection sites, as well as in the connections between these brain areas. The reviewed literature suggests that impairments in medial and lateral VPFC regions and their connections may be important in the excessive negative and blunted positive internal states that can stimulate suicidal ideation, and that impairments in a DPFC and inferior frontal gyrus (IFG) system may be important in suicide attempt behaviors. A combination of VPFC and DPFC system disturbances may lead to very high risk circumstances in which suicidal ideation is converted to lethal actions via decreased top-down inhibition of behavior and/or maladaptive, inflexible decision-making and planning. The dorsal anterior cingulate cortex and insula may play important roles in switching between these VPFC and DPFC systems, which may contribute to the transition from suicide thoughts to behaviors. Future neuroimaging research of larger sample sizes, including global efforts, longitudinal designs, and careful consideration of developmental stages, and sex and gender, will facilitate more effectively targeted preventions and interventions to reduce loss of life to suicide.
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Affiliation(s)
- Lianne Schmaal
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, VIC, Australia
- Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | | | - Vasiliki Chatzi
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | | | - Yara J Toenders
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, VIC, Australia
- Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Lynnette A Averill
- Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Veterans Affairs National Center for PTSD, Clinical Neurosciences Division, West Haven, CT, USA
| | - Carolyn M Mazure
- Psychiatry and Women's Health Research at Yale, Yale School of Medicine, New Haven, CT, USA
| | - Hilary P Blumberg
- Psychiatry, Radiology and Biomedical Imaging, Child Study Center, Yale School of Medicine, New Haven, CT, USA.
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Attenuated palmitoylation of serotonin receptor 5-HT1A affects receptor function and contributes to depression-like behaviors. Nat Commun 2019; 10:3924. [PMID: 31477731 PMCID: PMC6718429 DOI: 10.1038/s41467-019-11876-5] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 07/24/2019] [Indexed: 12/20/2022] Open
Abstract
The serotonergic system and in particular serotonin 1A receptor (5-HT1AR) are implicated in major depressive disorder (MDD). Here we demonstrated that 5-HT1AR is palmitoylated in human and rodent brains, and identified ZDHHC21 as a major palmitoyl acyltransferase, whose depletion reduced palmitoylation and consequently signaling functions of 5-HT1AR. Two rodent models for depression-like behavior show reduced brain ZDHHC21 expression and attenuated 5-HT1AR palmitoylation. Moreover, selective knock-down of ZDHHC21 in the murine forebrain induced depression-like behavior. We also identified the microRNA miR-30e as a negative regulator of Zdhhc21 expression. Through analysis of the post-mortem brain samples in individuals with MDD that died by suicide we find that miR-30e expression is increased, while ZDHHC21 expression, as well as palmitoylation of 5-HT1AR, are reduced within the prefrontal cortex. Our study suggests that downregulation of 5-HT1AR palmitoylation is a mechanism involved in depression, making the restoration of 5-HT1AR palmitoylation a promising clinical strategy for the treatment of MDD. Palmitoylation is a post translational modification that regulates GPCR activity. Here the authors show that palmitoylation of 5-HT1AR by the palmitoyltransferase enzyme ZDHHC21 contributes to depression-like behaviour in rodents and might be implicated in major depressive disorder.
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Steinberg LJ, Underwood MD, Bakalian MJ, Kassir SA, Mann JJ, Arango V. 5-HT1A receptor, 5-HT2A receptor and serotonin transporter binding in the human auditory cortex in depression. J Psychiatry Neurosci 2019; 44:294-302. [PMID: 31120232 PMCID: PMC6710086 DOI: 10.1503/jpn.180190] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Serotonergic system abnormalities are implicated in many psychiatric disorders, including major depression. The temporal lobe receives a high density of serotonergic afferent projections, and responses in the primary auditory cortex to sound are modulated by serotonergic tone. However, the associations between changes in serotonergic tone, disease state and changes in auditory cortical function remain to be clarified. METHODS We quantified serotonin 1A (5-HT1A) receptor binding, serotonin 2A (5-HT2A) receptor binding, and serotonin transporter (SERT) binding in Brodmann areas (BA) 41/42, 22, 9 and 4 from postmortem brain sections of 40 psychiatrically healthy controls and 39 individuals who had a history of a major depressive episode (MDE). RESULTS There was 33% lower 5-HT2A receptor binding in BA 41/42 in individuals who had an MDE than in controls (p = 0.0069). Neither 5-HT1A nor SERT binding in BA 41/42 differed between individuals who had an MDE and controls. We also found 14% higher 5-HT1A receptor binding (p = 0.045) and 21% lower SERT binding in BA 9 of individuals who had an MDE (p = 0.045). LIMITATIONS The study was limited by the small number of postmortem brain samples including BA 41/42 available for binding assays and the large overlap between suicide and depression in the MDE sample. CONCLUSION Depression may be associated with altered serotonergic function in the auditory cortex involving the 5-HT2A receptor and is part of a wider view of the pathophysiology of mood disorders extending beyond psychopathology.
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Affiliation(s)
- Louisa J. Steinberg
- From the Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Bakalian, Kassir, Mann, Arango); the Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Mann, Arango); and the Department of Radiology, Columbia University, New York, NY, USA (Mann)
| | - Mark D. Underwood
- From the Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Bakalian, Kassir, Mann, Arango); the Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Mann, Arango); and the Department of Radiology, Columbia University, New York, NY, USA (Mann)
| | - Mihran J. Bakalian
- From the Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Bakalian, Kassir, Mann, Arango); the Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Mann, Arango); and the Department of Radiology, Columbia University, New York, NY, USA (Mann)
| | - Suham A. Kassir
- From the Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Bakalian, Kassir, Mann, Arango); the Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Mann, Arango); and the Department of Radiology, Columbia University, New York, NY, USA (Mann)
| | - J. John Mann
- From the Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Bakalian, Kassir, Mann, Arango); the Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Mann, Arango); and the Department of Radiology, Columbia University, New York, NY, USA (Mann)
| | - Victoria Arango
- From the Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Bakalian, Kassir, Mann, Arango); the Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY, USA (Steinberg, Underwood, Mann, Arango); and the Department of Radiology, Columbia University, New York, NY, USA (Mann)
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Pillai RL, Zhang M, Yang J, Mann JJ, Oquendo MA, Parsey RV, DeLorenzo C. Molecular connectivity disruptions in males with major depressive disorder. J Cereb Blood Flow Metab 2019; 39. [PMID: 29519187 PMCID: PMC6681531 DOI: 10.1177/0271678x18764053] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
In most positron emission tomography (PET) molecular brain imaging studies, regions of interest have been defined anatomically and examined in isolation. However, by defining regions based on physiology and examining relationships between them, we may derive more sensitive measures of receptor abnormalities in conditions such as major depressive disorder (MDD). Using an average of 52 normalized binding potential maps, acquired using radiotracer [11C]-WAY100635 and full arterial input analysis, we identified two molecular volumes of interest (VOIs) with contiguously high serotonin 1A receptor (5-HT1A) binding sites: the olfactory sulcus (OLFS) and a band of tissue including piriform, olfactory, and entorhinal cortex (PRF). We applied these VOIs to a separate cohort of 25 healthy control males and 16 males with MDD who received [11C]-WAY100635 imaging. Patients with MDD had significantly higher binding than controls in both VOIs, (p < 0.01). To identify potential homeostatic disruptions in MDD, we examined molecular connectivity, i.e. the correlation between binding of raphe nucleus (RN) 5-HT1A autoreceptors and post-synaptic receptors in molecular VOIs. Molecular connectivity was significant in healthy controls (p < 0.01), but not in patients with MDD. This disruption in molecular connectivity allowed identification of MDD cases with high sensitivity (81%) and specificity (88%).
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Affiliation(s)
| | - Mengru Zhang
- 2 Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY, USA
| | - Jie Yang
- 3 Department of Family, Population, & Preventive Medicine, Stony Brook University, Stony Brook, NY, USA
| | - J John Mann
- 4 Department of Psychiatry, Molecular Imaging and Neuropathology Division, Columbia University, New York, NY, USA
| | - Maria A Oquendo
- 5 Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - Ramin V Parsey
- 1 Department of Psychiatry, Stony Brook University, Stony Brook, NY, USA
| | - Christine DeLorenzo
- 1 Department of Psychiatry, Stony Brook University, Stony Brook, NY, USA.,4 Department of Psychiatry, Molecular Imaging and Neuropathology Division, Columbia University, New York, NY, USA
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Patrikelis P, Alexoudi A, Takoussi M, Liouta E, Lucci G, Korfias S, Verentzioti A, Sakas D, Gatzonis S. Emotional asymmetries in refractory medial temporal and frontal lobe epilepsy: Their impact on predicting lateralization and localization of seizures. Epilepsy Behav 2019; 94:269-276. [PMID: 30981983 DOI: 10.1016/j.yebeh.2019.03.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 03/04/2019] [Accepted: 03/06/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND Emotional disturbances have been reported in patients with epilepsy. Although conflicting results emanate from relevant studies, depressive symptoms are seen more often in temporal lobe epilepsy (TLE) whereas, hypomanic/manic symptoms usually accompany frontal lobe epilepsy (FLE); the above psychiatric symptoms are especially seen in refractory epilepsy. However, neocortical TLE and medial TLE are considered as distinct epileptic syndromes, and there is limited literature on comparison of affective traits in medial TLE (MTLE) and FLE. AIM In the present study, we sought to investigate affective traits among epilepsy surgery candidates suffering refractory left medial TLE (LMTLE), right medial TLE (RMTLE), left FLE (LFLE), and right FLE (RFLE). RESULTS Our results revealed that patients with MTLE scored significantly higher than the ones with FLE in depression, anxiety, asthenia, and melancholia as measured by the Symptoms Rating Scale for Depression and Anxiety (SRSDA), while patients with FLE scored significantly higher in mania than those with MTLE. Moreover, patients with MTLE scored significantly higher than their FLE counterparts on the anxiety scale of the State Trait Personality Inventory (STPI)-trait version. When laterality of the seizure focus was taken into account, no differences were found among both patients with MTLE and patients with FLE, with exception for the Trail Making Test part B (TMT-B) in which patients with RMTLE performed significantly worse than patients with LMTLE. Seizure frequency was higher for FLE. CONCLUSIONS We provide evidence for an anterior-frontal versus a posterior-medial temporal cerebral functional asymmetry with regard to the manifestation of manic and depressive emotional traits in FLE and MTLE, respectively. Our results are mainly discussed within the frame of their contribution in localizing and to a lesser extent in lateralizing seizures foci in epilepsy surgery candidates. We suggest that this is of great importance in the context of preoperative monitoring of epilepsy surgery, especially when neuropsychologists are called upon to provide anatomical information in defining the functional deficit zone.
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Affiliation(s)
- Panayiotis Patrikelis
- Department of Neurosurgery, Epilepsy Surgery Unit, School of Medicine, Evangelismos Hospital, University of Athens, Greece; University of Rome G. Marconi, Rome, Italy.
| | - Athanasia Alexoudi
- Department of Neurosurgery, Epilepsy Surgery Unit, School of Medicine, Evangelismos Hospital, University of Athens, Greece
| | - Maria Takoussi
- Department of Neurosurgery, Epilepsy Surgery Unit, School of Medicine, Evangelismos Hospital, University of Athens, Greece
| | - Evangelia Liouta
- Department of Neurosurgery, Epilepsy Surgery Unit, School of Medicine, Evangelismos Hospital, University of Athens, Greece
| | | | - Stefanos Korfias
- Department of Neurosurgery, Epilepsy Surgery Unit, School of Medicine, Evangelismos Hospital, University of Athens, Greece
| | - Anastasia Verentzioti
- Department of Neurosurgery, Epilepsy Surgery Unit, School of Medicine, Evangelismos Hospital, University of Athens, Greece
| | - Damianos Sakas
- Department of Neurosurgery, Epilepsy Surgery Unit, School of Medicine, Evangelismos Hospital, University of Athens, Greece
| | - Stylianos Gatzonis
- Department of Neurosurgery, Epilepsy Surgery Unit, School of Medicine, Evangelismos Hospital, University of Athens, Greece
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Langenecker SA, Mickey BJ, Eichhammer P, Sen S, Elverman KH, Kennedy SE, Heitzeg MM, Ribeiro SM, Love TM, Hsu DT, Koeppe RA, Watson SJ, Akil H, Goldman D, Burmeister M, Zubieta JK. Cognitive Control as a 5-HT 1A-Based Domain That Is Disrupted in Major Depressive Disorder. Front Psychol 2019; 10:691. [PMID: 30984083 PMCID: PMC6450211 DOI: 10.3389/fpsyg.2019.00691] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 03/12/2019] [Indexed: 12/21/2022] Open
Abstract
Heterogeneity within Major Depressive Disorder (MDD) has hampered identification of biological markers (e.g., intermediate phenotypes, IPs) that might increase risk for the disorder or reflect closer links to the genes underlying the disease process. The newer characterizations of dimensions of MDD within Research Domain Criteria (RDoC) domains may align well with the goal of defining IPs. We compare a sample of 25 individuals with MDD compared to 29 age and education matched controls in multimodal assessment. The multimodal RDoC assessment included the primary IP biomarker, positron emission tomography (PET) with a selective radiotracer for 5-HT1A [(11C)WAY-100635], as well as event-related functional MRI with a Go/No-go task targeting the Cognitive Control network, neuropsychological assessment of affective perception, negative memory bias and Cognitive Control domains. There was also an exploratory genetic analysis with the serotonin transporter (5-HTTLPR) and monamine oxidase A (MAO-A) genes. In regression analyses, lower 5-HT1A binding potential (BP) in the MDD group was related to diminished engagement of the Cognitive Control network, slowed resolution of interfering cognitive stimuli, one element of Cognitive Control. In contrast, higher/normative levels of 5-HT1A BP in MDD (only) was related to a substantial memory bias toward negative information, but intact resolution of interfering cognitive stimuli and greater engagement of Cognitive Control circuitry. The serotonin transporter risk allele was associated with lower 1a BP and the corresponding imaging and cognitive IPs in MDD. Lowered 5HT 1a BP was present in half of the MDD group relative to the control group. Lowered 5HT 1a BP may represent a subtype including decreased engagement of Cognitive Control network and impaired resolution of interfering cognitive stimuli. Future investigations might link lowered 1a BP to neurobiological pathways and markers, as well as probing subtype-specific treatment targets.
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Affiliation(s)
- Scott A. Langenecker
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Brian J. Mickey
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Peter Eichhammer
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Srijan Sen
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | | | - Susan E. Kennedy
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - Mary M. Heitzeg
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Saulo M. Ribeiro
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - Tiffany M. Love
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - David T. Hsu
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - Robert A. Koeppe
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Stanley J. Watson
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Huda Akil
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - David Goldman
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, United States
| | - Margit Burmeister
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Jon-Kar Zubieta
- The Molecular & Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
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Steinberg LJ, Rubin-Falcone H, Galfalvy HC, Kaufman J, Miller JM, Sublette ME, Cooper TB, Min E, Keilp JG, Stanley BH, Oquendo MA, Ogden RT, Mann JJ. Cortisol Stress Response and in Vivo PET Imaging of Human Brain Serotonin 1A Receptor Binding. Int J Neuropsychopharmacol 2019; 22:329-338. [PMID: 30927011 PMCID: PMC6499240 DOI: 10.1093/ijnp/pyz009] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 12/07/2018] [Accepted: 02/15/2019] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Abnormalities in the hypothalamic-pituitary-adrenal axis, serotonergic system, and stress response have been linked to the pathogenesis of major depressive disorder. State-dependent hyper-reactivity of the hypothalamic-pituitary-adrenal axis is seen in major depressive disorder, and higher binding to the serotonin 1A receptor is observed as a trait in both currently depressed and remitted untreated major depressive disorder. Here, we sought to examine whether a relationship exists between cortisol secretion in response to a stressor and serotonin 1A receptor binding throughout the brain, both in healthy controls and participants with major depressive disorder. METHODS Research participants included 42 medication-free, depressed subjects and 31 healthy volunteers. Participants were exposed to either an acute, physical stressor (radial artery catheter insertion) or a psychological stressor (Trier Social Stress Test). Levels of serotonin 1A receptor binding on positron emission tomography with [11C]WAY-100635 were also obtained from all participants. The relationship between [11C]WAY-100635 binding and cortisol was examined using mixed linear effects models with group (major depressive disorder vs control), cortisol, brain region, and their interactions as fixed effects and subject as a random effect. RESULTS We found a positive correlation between post-stress cortisol measures and serotonin 1A receptor ligand binding levels across multiple cortical and subcortical regions, independent of diagnosis and with both types of stress. The relationship between [11C]WAY-100635 binding and cortisol was homogenous across all a priori brain regions. In contrast, resting cortisol levels were negatively correlated with serotonin 1A receptor ligand binding levels independently of diagnosis, except in the RN. There was no significant difference in cortisol between major depressive disorder participants and healthy volunteers with either stressor. Similarly, there was no correlation between cortisol and depression severity in either stressor group. CONCLUSIONS This study suggests that there may be a common underlying mechanism that links abnormalities in the serotonin system and hypothalamic-pituitary-adrenal axis hyper-reactivity to stress. Future studies need to determine how hypothalamic-pituitary-adrenal axis dysfunction affects mood to increase the risk of suicide in major depression.
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Affiliation(s)
- Louisa J Steinberg
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY,Correspondence: Louisa J. Steinberg, MD, PhD, 1051 Riverside Drive, New York, NY 10032 ()
| | - Harry Rubin-Falcone
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY
| | - Hanga C Galfalvy
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY
| | - Joshua Kaufman
- Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY
| | - Jeffrey M Miller
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY
| | - M Elizabeth Sublette
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY
| | - Thomas B Cooper
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY,Nathan S. Kline Institute for Psychiatric Research, New York, NY
| | - Eli Min
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY
| | - John G Keilp
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY
| | - Barbara H Stanley
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY
| | - Maria A Oquendo
- Psychiatry Department, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - R Todd Ogden
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY,Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY
| | - J John Mann
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY,Department of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY,Department of Radiology, Columbia University, New York, NY
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Metts AV, Rubin-Falcone H, Ogden RT, Lin X, Wilner DE, Burke AK, Sublette ME, Oquendo MA, Miller JM, Mann JJ. Antidepressant medication exposure and 5-HT 1A autoreceptor binding in major depressive disorder. Synapse 2019; 73:e22089. [PMID: 30693567 DOI: 10.1002/syn.22089] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 01/13/2019] [Accepted: 01/23/2019] [Indexed: 01/01/2023]
Abstract
OBJECTIVE We have previously reported higher brain serotonin 1A (5-HT1A ) autoreceptor binding in antidepressant-naïve patients with Major Depressive Disorder (MDD) compared with healthy volunteers, and a decrease in binding in MDD after selective serotonin reuptake inhibitor (SSRI) treatment. This SSRI effect is also present in rodents administered SSRIs chronically. We therefore sought to determine the duration of antidepressant medication effects on 5-HT1A receptor binding after medication discontinuation. METHODS Positron emission tomography (PET) imaging with the 5-HT1A receptor radioligand [11 C]WAY-100635 was performed in 66 individuals with current DSM-IV MDD to examine relationships between 5-HT1A binding and time since most recent antidepressant treatment. All subjects were medication-free for at least 2 weeks prior to scanning. Thirty-two additional MDD comparison subjects were antidepressant naïve. RESULTS No differences in [11 C]WAY-100635 binding were observed between antidepressant naïve and antidepressant exposed MDD groups in 13 a priori cortical and subcortical regions of interest, including raphe autoreceptors, assessed simultaneously in linear mixed effects models. Furthermore, [11 C]WAY-100635 binding did not correlate with time off antidepressants in the antidepressant exposed patients considering these ROIs. The same results were observed when effects of treatment discontinuation of any psychotropic medication used to treat their depression was examined. CONCLUSION These results indicate that any antidepressant-associated downregulation of 5-HT1A autoreceptor binding reverses within 2 weeks of medication discontinuation. Since this effect is hypothesized to mediate the antidepressant action of SSRIs, and perhaps other antidepressants, it suggests that patients who need ongoing treatment may relapse rapidly when medication is discontinued. Moreover, 2 weeks appears to be a sufficiently long washout of antidepressant medications for a reliable measure of illness-related binding levels.
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Affiliation(s)
- A V Metts
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York
| | - H Rubin-Falcone
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York
| | - R T Ogden
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York
| | - X Lin
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York
| | - D E Wilner
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York
| | - A K Burke
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York
| | - M E Sublette
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York
| | - M A Oquendo
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York
| | - J M Miller
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York
| | - J J Mann
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, New York
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Kautzky A, James GM, Philippe C, Baldinger-Melich P, Kraus C, Kranz GS, Vanicek T, Gryglewski G, Hartmann AM, Hahn A, Wadsak W, Mitterhauser M, Rujescu D, Kasper S, Lanzenberger R. Epistasis of HTR1A and BDNF risk genes alters cortical 5-HT1A receptor binding: PET results link genotype to molecular phenotype in depression. Transl Psychiatry 2019; 9:5. [PMID: 30664620 PMCID: PMC6341100 DOI: 10.1038/s41398-018-0308-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 07/31/2018] [Indexed: 02/07/2023] Open
Abstract
Alterations of the 5-HT1A receptor and BDNF have consistently been associated with affective disorders. Two functional single nucleotide polymorphisms (SNPs), rs6295 of the serotonin 1A receptor gene (HTR1A) and rs6265 of brain-derived neurotrophic factor gene (BDNF), may impact transcriptional regulation and expression of the 5-HT1A receptor. Here we investigated interaction effects of rs6295 and rs6265 on 5-HT1A receptor binding. Forty-six healthy subjects were scanned with PET using the radioligand [carbonyl-11C]WAY-100635. Genotyping was performed for rs6265 and rs6295. Subjects showing a genotype with at least three risk alleles (G of rs6295 or A of rs6265) were compared to control genotypes. Cortical surface binding potential (BPND) was computed for 32 cortical regions of interest (ROI). Mixed model was applied to study main and interaction effects of ROI and genotype. ANOVA was used for post hoc analyses. Individuals with the risk genotypes exhibited an increase in 5-HT1A receptor binding by an average of 17% (mean BPND 3.56 ± 0.74 vs. 2.96 ± 0.88). Mixed model produced an interaction effect of ROI and genotype on BPND and differences could be demonstrated in 10 ROI post hoc. The combination of disadvantageous allelic expression of rs6295 and rs6265 may result in a 5-HT1A receptor profile comparable to affective disorders as increased 5-HT1A receptor binding is a well published phenotype of depression. Thus, epistasis between BDNF and HTR1A may contribute to the multifactorial risk for affective disorders and our results strongly advocate further research on this genetic signature in affective disorders.
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Affiliation(s)
- Alexander Kautzky
- 0000 0000 9259 8492grid.22937.3dDepartment of Psychiatry and Psychotherapy, Medical University of Vienna, Wien, Austria
| | - Gregory M. James
- 0000 0000 9259 8492grid.22937.3dDepartment of Psychiatry and Psychotherapy, Medical University of Vienna, Wien, Austria
| | - Cecile Philippe
- 0000 0000 9259 8492grid.22937.3dDivision of Nuclear Medicine, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Wien, Austria
| | - Pia Baldinger-Melich
- 0000 0000 9259 8492grid.22937.3dDepartment of Psychiatry and Psychotherapy, Medical University of Vienna, Wien, Austria
| | - Christoph Kraus
- 0000 0000 9259 8492grid.22937.3dDepartment of Psychiatry and Psychotherapy, Medical University of Vienna, Wien, Austria
| | - Georg S. Kranz
- 0000 0000 9259 8492grid.22937.3dDepartment of Psychiatry and Psychotherapy, Medical University of Vienna, Wien, Austria
| | - Thomas Vanicek
- 0000 0000 9259 8492grid.22937.3dDepartment of Psychiatry and Psychotherapy, Medical University of Vienna, Wien, Austria
| | - Gregor Gryglewski
- 0000 0000 9259 8492grid.22937.3dDepartment of Psychiatry and Psychotherapy, Medical University of Vienna, Wien, Austria
| | - Annette M. Hartmann
- 0000 0001 0679 2801grid.9018.0University Clinic for Psychiatry, Psychotherapy and Psychosomatic, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Andreas Hahn
- 0000 0000 9259 8492grid.22937.3dDepartment of Psychiatry and Psychotherapy, Medical University of Vienna, Wien, Austria
| | - Wolfgang Wadsak
- 0000 0000 9259 8492grid.22937.3dDivision of Nuclear Medicine, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Wien, Austria ,grid.499898.dCenter for Biomarker Research in Medicine (CBmed), Graz, Austria
| | - Markus Mitterhauser
- 0000 0000 9259 8492grid.22937.3dDivision of Nuclear Medicine, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Wien, Austria ,Ludwig Boltzmann Institute Applied Diagnostics, Vienna, Austria
| | - Dan Rujescu
- 0000 0001 0679 2801grid.9018.0University Clinic for Psychiatry, Psychotherapy and Psychosomatic, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Siegfried Kasper
- 0000 0000 9259 8492grid.22937.3dDepartment of Psychiatry and Psychotherapy, Medical University of Vienna, Wien, Austria
| | - Rupert Lanzenberger
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Wien, Austria.
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Roohi-Azizi M, Torkaman-Boutorabi A, Akhondzadeh S, Nejatisafa AA, Sadat-Shirazi MS, Zarrindast MR. Influence of citicoline on citalopram-induced antidepressant activity in depressive-like symptoms in male mice. Physiol Behav 2018; 195:151-157. [PMID: 30107190 DOI: 10.1016/j.physbeh.2018.08.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 07/21/2018] [Accepted: 08/10/2018] [Indexed: 12/21/2022]
Abstract
Depression is associated with significant functional disabilities. Application of new drugs which could enhance the effectiveness of antidepressants drug and reduce side effects of their long-term use seems necessary. Citicoline is used as an effective chemical agent for improving the symptoms of some neurodegenerative diseases. Therefore, in this survey, the application of citicoline as an adjuvant drug was evaluated in mice model of depression. A total of 180 adult NMRI male albino mice were used in this study. All groups were exposed to chronic unexpected mild stress (CUMS) followed by treatment with various doses of citalopram or/and citicoline or saline for 21 days. Sucrose preference (SP), open field (OF), and forced swimming test (FST) were applied to evaluate depression symptoms in the groups. The results indicated that only citicoline at the 5 mg/kg dose had shifted its status from being noneffective to become significantly effective in the co-administered group. The means of SP, OFT, and FST of the treatment groups were significantly different in favor of co-administered group compared with the other groups as well as the control group. Based on the results, it can be concluded that administration of citicoline, as an adjuvant drug, in combination with citalopram, enhanced the effectiveness of selective serotonin reuptake inhibitors (SSRI) drugs for depression treatment.
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Affiliation(s)
- Mahtab Roohi-Azizi
- Department of Neuroscience, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran; Department of Rehabilitation Basic Sciences, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Anahita Torkaman-Boutorabi
- Department of Neuroscience, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Shahin Akhondzadeh
- Psychiatric Research Center, Roozbeh Psychiatric Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Ali-Akbar Nejatisafa
- Department of Psychiatry, Psychosomatic Medicine Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mitra-Sadat Sadat-Shirazi
- Department of Neuroscience, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran; Iranian National Center for Addiction Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad-Reza Zarrindast
- Iranian National Center for Addiction Studies, Tehran University of Medical Sciences, Tehran, Iran.; Department of Pharmacology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran; Department of Neuroendocrinology, Endocrinology and Metabolism Research Institute, Tehran University of Medical Science, Tehran, Iran.
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Milak MS, Pantazatos S, Rashid R, Zanderigo F, DeLorenzo C, Hesselgrave N, Ogden RT, Oquendo MA, Mulhern ST, Miller JM, Burke AK, Parsey RV, Mann JJ. Higher 5-HT 1A autoreceptor binding as an endophenotype for major depressive disorder identified in high risk offspring - A pilot study. Psychiatry Res Neuroimaging 2018; 276:15-23. [PMID: 29702461 PMCID: PMC5959803 DOI: 10.1016/j.pscychresns.2018.04.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2016] [Revised: 04/10/2018] [Accepted: 04/12/2018] [Indexed: 01/10/2023]
Abstract
Higher serotonin-1A (5-HT1A) receptor binding potential (BPF) has been found in major depressive disorder (MDD) during and between major depressive episodes. We investigated whether higher 5-HT1A binding is a biologic trait transmitted to healthy high risk (HR) offspring of MDD probands. Data were collected contemporaneously from: nine HR, 30 depressed not-recently medicated (NRM) MDD, 18 remitted NRM MDD, 51 healthy volunteer (HV) subjects. Subjects underwent positron emission tomography (PET) using [11C]WAY100635 to quantify 5-HT1A BPF, estimated using metabolite, free fraction-corrected arterial input function and cerebellar white matter as reference region. Multivoxel pattern analyses (MVPA) of PET data evaluated group status classification of individuals. When tested across 13 regions of interest, an effect of diagnosis is found on BPF which remains significant after correction for sex, age, injected mass and dose: HR have higher BPF than HV (84.3% higher in midbrain raphe, 40.8% higher in hippocampus, mean BPF across all 13 brain regions is 49.9% ± 11.8% higher). Voxel-level BPF maps distinguish HR vs. HV. Elevated 5-HT1A BPF appears to be a familially transmitted trait abnormality. Future studies are needed to replicate this finding in a larger cohort and demonstrate the link to the familial transmission of mood disorders.
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Affiliation(s)
- Matthew S Milak
- Department of Psychiatry, Columbia University, College of Physicians and Surgeons, New York, NY, United States; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, United States.
| | - Spiro Pantazatos
- Department of Psychiatry, Columbia University, College of Physicians and Surgeons, New York, NY, United States; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, United States
| | - Rain Rashid
- Department of Psychiatry, Columbia University, College of Physicians and Surgeons, New York, NY, United States; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, United States
| | - Francesca Zanderigo
- Department of Psychiatry, Columbia University, College of Physicians and Surgeons, New York, NY, United States; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, United States
| | | | - Natalie Hesselgrave
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, United States
| | - R Todd Ogden
- Department of Biostatistics, Columbia University, Mailman School of Public Health, New York, NY, United States; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, United States
| | - Maria A Oquendo
- Department of Psychiatry, Perelman School of Medicine, United States
| | - Stephanie T Mulhern
- Department of Psychiatry, Columbia University, College of Physicians and Surgeons, New York, NY, United States; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, United States
| | - Jeffrey M Miller
- Department of Psychiatry, Columbia University, College of Physicians and Surgeons, New York, NY, United States; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, United States
| | - Ainsley K Burke
- Department of Psychiatry, Columbia University, College of Physicians and Surgeons, New York, NY, United States; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, United States
| | - Ramin V Parsey
- Department of Psychiatry, Stony Brook Medicine, Stony Brook, New York, United States
| | - J John Mann
- Department of Psychiatry, Columbia University, College of Physicians and Surgeons, New York, NY, United States; Department of Radiology, Columbia University, College of Physicians and Surgeons, New York, NY, United States; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, New York, NY, United States
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42
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Pillai RLI, Zhang M, Yang J, Boldrini M, Mann JJ, Oquendo MA, Parsey RV, DeLorenzo C. Will imaging individual raphe nuclei in males with major depressive disorder enhance diagnostic sensitivity and specificity? Depress Anxiety 2018; 35:411-420. [PMID: 29365217 PMCID: PMC5934332 DOI: 10.1002/da.22721] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Revised: 12/01/2017] [Accepted: 01/05/2018] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Positron emission tomography (PET) studies in major depressive disorder (MDD) have reported higher serotonin 1A (5-HT1A ) autoreceptor binding in the raphe. In males, the difference is so large that it can potentially be used as the first biological marker for MDD. However, the raphe includes several nuclei, which project to different regions of the brain and spinal cord and may be differentially involved in disease. We aimed to identify 5-HT1A differences in individual raphe nuclei using PET in order to determine whether use of subnuclei would provide greater sensitivity and specificity of diagnosing MDD. METHODS We identified individual nuclei using a hybrid set-level technique on an average [11 C]-WAY100635 PET image derived from 52 healthy volunteers (HV). We delineated three nuclei: dorsal raphe nucleus (DRN), median raphe nucleus (MRN), and raphe magnus (RMg). An atlas image of these nuclei was created and nonlinearly warped to each subject (through an associated MRI) in a separate sample of 41 males (25 HV, 16 MDD) who underwent [11 C]-WAY100635 PET. RESULTS 5-HT1A binding was elevated in DRN in MDD (P < .01), and was not different in the RMg and MRN between groups. Receiver operating characteristic (ROC) curves showed that combining DRN and MRN produces highest sensitivity (94%) and specificity (84%) to identify MDD. CONCLUSION In agreement with postmortem studies, we found higher 5-HT1A autoreceptor binding in MDD selectively in the DRN. 5-HT1A autoreceptor binding in the combined DRN and MRN is a better biomarker for MDD than in the raphe as a whole.
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Affiliation(s)
| | - Mengru Zhang
- Department of Applied Mathematics and Statistics, Columbia University, 630 W 168 St, New York, NY 10032
| | - Jie Yang
- Department of Family, Population, & Preventive Medicine, Columbia University, 630 W 168 St, New York, NY 10032
| | - Maura Boldrini
- Department of Psychiatry, Molecular Imaging and Neuropathology Division, University of Pennsylvania, 3525 Market Street, Philadelphia, PA 19104
| | - J. John Mann
- Department of Psychiatry, Molecular Imaging and Neuropathology Division, University of Pennsylvania, 3525 Market Street, Philadelphia, PA 19104
| | - Maria A. Oquendo
- Department of Psychiatry, University of Pennsylvania, 3525 Market Street, Philadelphia, PA 19104
| | - Ramin V. Parsey
- Department of Psychiatry, Stony Brook University, 101 Nicolls Rd, Stony Brook NY 11794
| | - Christine DeLorenzo
- Department of Psychiatry, Stony Brook University, 101 Nicolls Rd, Stony Brook NY 11794,Department of Psychiatry, Molecular Imaging and Neuropathology Division, University of Pennsylvania, 3525 Market Street, Philadelphia, PA 19104
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43
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Probing the association between serotonin-1A autoreceptor binding and amygdala reactivity in healthy volunteers. Neuroimage 2018; 171:1-5. [DOI: 10.1016/j.neuroimage.2017.12.092] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 12/19/2017] [Accepted: 12/28/2017] [Indexed: 11/22/2022] Open
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Zanderigo F, Pantazatos S, Rubin-Falcone H, Ogden RT, Chhetry BT, Sullivan G, Oquendo M, Miller JM, Mann JJ. In vivo relationship between serotonin 1A receptor binding and gray matter volume in the healthy brain and in major depressive disorder. Brain Struct Funct 2018; 223:2609-2625. [PMID: 29550938 DOI: 10.1007/s00429-018-1649-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Accepted: 03/09/2018] [Indexed: 12/17/2022]
Abstract
Serotonin 1A (5-HT1A) receptors mediate serotonin trophic role in brain neurogenesis. Gray matter volume (GMV) loss and 5-HT1A receptor binding alterations have been identified in major depressive disorder (MDD). Here we investigated the relationship between 5-HT1A receptor binding and GMV in 40 healthy controls (HCs) and, for the first time, 47 antidepressant-free MDD patients using Voxel-Based Morphometry and [11C]WAY100635 Positron Emission Tomography. Values of GMV and 5-HT1A binding (expressed as BPF, one of the types of binding potentials that refer to displaceable or specific binding that can be quantified in vivo with PET) were obtained in 13 regions of interest, including raphe, and at the voxel level. We used regression analysis within each group to predict GMV from BPF, while covarying for age, sex, total gray matter volume and medication status. In the HCs group, we found overall a positive correlation between terminal field 5-HT1A receptor binding and GMV, which reached statistical significance in regions such as hippocampus, insula, orbital prefrontal cortex, and parietal lobe. We observed a trend towards inverse correlation between raphe 5-HT1A autoreceptor binding and anterior cingulate GMV in both groups, and a statistically significant positive correlation between raphe 5-HT1A binding and temporal GMV in MDD. Analysis of covariance at the voxel-level revealed a trend towards interaction between diagnosis and raphe 5-HT1A binding in predicting GMV in cerebellum and supramarginal gyrus (higher correlation in HCs compared with MDD). Our results replicated previous findings in the normative brain, but did not extend them to the brain in MDD, and indicated a trend towards dissociation between MDD and HCs in the relationship of raphe 5-HT1A binding with postsynaptic GMV. These results suggest that 5-HT1A receptors contribute to altered neuroplasticity in MDD, possibly via effects predating depression onset.
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Affiliation(s)
- Francesca Zanderigo
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA. .,Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.
| | - Spiro Pantazatos
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA.,Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Harry Rubin-Falcone
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA
| | - R Todd Ogden
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA.,Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.,Department of Biostatistics, Columbia University, Mailman School of Public Health, 722 W 168th Street, New York, NY, 10032, USA
| | - Binod Thapa Chhetry
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Gregory Sullivan
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Maria Oquendo
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA.,Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Jeffrey M Miller
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA.,Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA
| | - J John Mann
- Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA.,Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.,Department of Radiology, Columbia University, 622 W 168th Street, New York, NY, 10032, USA
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Effects of hypothyroidism on serotonin 1A receptors in the rat brain. Psychopharmacology (Berl) 2018; 235:729-736. [PMID: 29209734 DOI: 10.1007/s00213-017-4799-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Accepted: 11/08/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE We investigated the effects of hypothyroidism on serotonin 1A receptors in the rat brain in vivo. METHODS Five surgically thyroidectomized male Sprague-Dawley (SD) rats and five hypophysectomized SD rats were used as animal models of hypothyroidism; the same number of sham-operated SD rats served as age-matched controls. After hypothyroidism was confirmed by thyroid function tests, serotonin positron emission tomography (PET) was performed for 120 min. All PET data were spatially normalized to T2-weighted magnetic resonance imaging templates; then, time-activity curves of the hippocampus, septum, and cerebellum were extracted using predefined volume-of-interest templates. Non-displaceable binding values in the hippocampus and septum were calculated using a multilinear reference tissue model and parametric maps were constructed. Both volume-of-interest and voxel-based analyses showed higher brain uptake in the thyroidectomized and hypophysectomized rats compared to the respective sham-operated rats. RESULTS Time-activity curves showed that the brain uptake values for the thyroidectomized and hypophysectomized groups were 21-52% higher than were those in the respective control groups. In the thyroidectomized group, the binding potential values for the hippocampus and septum were 20-26% higher than were those in the sham-thyroidectomized group. In the hypophysectomized group, the binding value for the hippocampus was 23% higher than was that in the sham-hypophysectomized group, whereas the septal binding was not significantly different from that in the sham-hypophysectomized group. Parametric maps for the hypothyroidism also showed significantly higher binding values than did those for the controls. CONCLUSION Our results demonstrate that hypothyroidism elevates serotonin 1A receptor binding in the limbic system.
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Vai B, Riberto M, Ghiglino D, Poletti S, Bollettini I, Lorenzi C, Colombo C, Benedetti F. A 5-HT 1Areceptor promoter polymorphism influences fronto-limbic functional connectivity and depression severity in bipolar disorder. Psychiatry Res Neuroimaging 2017; 270:1-7. [PMID: 28985530 DOI: 10.1016/j.pscychresns.2017.09.012] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 09/18/2017] [Accepted: 09/18/2017] [Indexed: 12/15/2022]
Affiliation(s)
- Benedetta Vai
- IRCCS Ospedale San Raffaele, Department of Clinical Neurosciences, Milan, Italy; C.E.R.M.A.C. (Centro di Eccellenza Risonanza Magnetica ad Alto Campo), University Vita-Salute San Raffaele, Milan, Italy.
| | - Martina Riberto
- IRCCS Ospedale San Raffaele, Department of Clinical Neurosciences, Milan, Italy
| | - Davide Ghiglino
- IRCCS Ospedale San Raffaele, Department of Clinical Neurosciences, Milan, Italy
| | - Sara Poletti
- IRCCS Ospedale San Raffaele, Department of Clinical Neurosciences, Milan, Italy; C.E.R.M.A.C. (Centro di Eccellenza Risonanza Magnetica ad Alto Campo), University Vita-Salute San Raffaele, Milan, Italy
| | - Irene Bollettini
- IRCCS Ospedale San Raffaele, Department of Clinical Neurosciences, Milan, Italy; C.E.R.M.A.C. (Centro di Eccellenza Risonanza Magnetica ad Alto Campo), University Vita-Salute San Raffaele, Milan, Italy
| | - Cristina Lorenzi
- IRCCS Ospedale San Raffaele, Department of Clinical Neurosciences, Milan, Italy
| | - Cristina Colombo
- IRCCS Ospedale San Raffaele, Department of Clinical Neurosciences, Milan, Italy
| | - Francesco Benedetti
- IRCCS Ospedale San Raffaele, Department of Clinical Neurosciences, Milan, Italy; C.E.R.M.A.C. (Centro di Eccellenza Risonanza Magnetica ad Alto Campo), University Vita-Salute San Raffaele, Milan, Italy
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Jesulola E, Micalos P, Baguley IJ. Understanding the pathophysiology of depression: From monoamines to the neurogenesis hypothesis model - are we there yet? Behav Brain Res 2017; 341:79-90. [PMID: 29284108 DOI: 10.1016/j.bbr.2017.12.025] [Citation(s) in RCA: 184] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 12/19/2017] [Accepted: 12/22/2017] [Indexed: 02/07/2023]
Abstract
A number of factors (biogenic amine deficiency, genetic, environmental, immunologic, endocrine factors and neurogenesis) have been identified as mechanisms which provide unitary explanations for the pathophysiology of depression. Rather than a unitary construct, the combination and linkage of these factors have been implicated in the pathogenesis of depression. That is, environmental stressors and heritable genetic factors acting through immunologic and endocrine responses initiate structural and functional changes in many brain regions, resulting in dysfunctional neurogenesis and neurotransmission which then manifest as a constellation of symptoms which present as depression.
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Affiliation(s)
- Emmanuel Jesulola
- Paramedicine Discipline, Charles Sturt University, Bathurst Campus, NSW Australia.
| | - Peter Micalos
- Paramedicine Discipline, Charles Sturt University, Bathurst Campus, NSW Australia
| | - Ian J Baguley
- Brain Injury Rehabilitation Service, Westmead Hospital, Hawkesbury Rd, Wentworthville, NSW Australia
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48
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Mlinar B, Montalbano A, Waider J, Lesch KP, Corradetti R. Increased functional coupling of 5-HT 1A autoreceptors to GIRK channels in Tph2 -/- mice. Eur Neuropsychopharmacol 2017; 27:1258-1267. [PMID: 29126768 DOI: 10.1016/j.euroneuro.2017.10.033] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2016] [Revised: 10/14/2017] [Accepted: 10/22/2017] [Indexed: 10/18/2022]
Abstract
Firing activity of serotonergic neurons is under regulatory control by somatodendritic 5-HT1A autoreceptors (5-HT1AARs). Enhanced 5-HT1AAR functioning may cause decreased serotonergic signaling in brain and has thereby been implicated in the etiology of mood and anxiety disorders. Tryptophan hydroxylase-2 knockout (Tph2-/-) mice exhibit sensitization of 5-HT1A agonist-induced inhibition of serotonergic neuron firing and thus represents a unique animal model of enhanced 5-HT1AAR functioning. To elucidate the mechanisms underlying 5-HT1AAR supersensitivity in Tph2-/- mice, we characterized the activation of G protein-coupled inwardly-rectifying potassium (GIRK) conductance by the 5-HT1A receptor agonist 5-carboxamidotryptamine using whole-cell recordings from serotonergic neurons in dorsal raphe nucleus. Tph2-/- mice exhibited a mean twofold leftward shift of the agonist concentration-response curve (p < 0.001) whereas the maximal response, proportional to the 5-HT1AAR number, was not different (p = 0.42) compared to Tph2+/- and Tph2+/+ littermates. No differences were found in the basal inwardly-rectifying potassium conductance, determined in the absence of agonist, (p = 0.80) nor in total GIRK conductance activated by intracellular application of GTP-γ-S (p = 0.69). These findings indicate increased functional coupling of 5-HT1AARs to GIRK channels in Tph2-/- mice without a concomitant increase in 5-HT1AARs and/or GIRK channel density. In addition, no changes were found in α1-adrenergic facilitation of firing (p = 0.72) indicating lack of adaptive changes Tph2-/- mice. 5-HT1AAR supersensitivity may represents a previously unrecognized cause of serotonergic system hypofunction and associated disorders and provides a possible explanation for conflicting results on the correlation between 5-HT1AAR density and depression in clinical imaging studies.
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Affiliation(s)
- Boris Mlinar
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy.
| | - Alberto Montalbano
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Jonas Waider
- Division of Molecular Psychiatry, Laboratory of Translational Neuroscience, Center of Mental Health, University of Wuerzburg, Wuerzburg, Germany
| | - Klaus-Peter Lesch
- Division of Molecular Psychiatry, Laboratory of Translational Neuroscience, Center of Mental Health, University of Wuerzburg, Wuerzburg, Germany; Laboratory of Psychiatric Neurobiology, Institute of Molecular Medicine, I.M. Sechenov First Moscow State Medical University, Moscow, Russia; Department of Translational Neuroscience, School of Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Renato Corradetti
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
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Zsido RG, Villringer A, Sacher J. Using positron emission tomography to investigate hormone-mediated neurochemical changes across the female lifespan: implications for depression. Int Rev Psychiatry 2017; 29:580-596. [PMID: 29199875 DOI: 10.1080/09540261.2017.1397607] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Ovarian hormones, particularly oestrogen and progesterone, undergo major fluctuations across the female lifespan. These hormone transition periods, such as the transition from pregnancy to postpartum, as well as the transition into menopause (perimenopause), are also known to be times of elevated susceptibility to depression. This study reviews how these transition periods likely influence neurochemical changes in the brain that result in disease vulnerability. While there are known associations between oestrogen/progesterone and different monoaminergic systems, the interactions and their potential implications for mood disorders are relatively unknown. Positron Emission Tomography (PET) allows for the in-vivo quantification of such neurochemical changes, and, thus, can provide valuable insight into how both subtle and dramatic shifts in hormones contribute to the elevated rates of depression during pre-menstrual, post-partum, and perimenopausal periods in a woman's life. As one better understands how to address the challenges of PET studies involving highly vulnerable populations, such as women who have recently given birth, one will gain the insight necessary to design and individualize treatment and therapy. Understanding the precise time-line in younger women when dramatic fluctuations in the hormonal milieu may contribute to brain changes may present a powerful opportunity to intervene before a vulnerable state develops into a diseased state in later life.
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Affiliation(s)
- Rachel G Zsido
- a Emotion NeuroimaGinG(EGG)-Lab , Max Planck Institute for Cognitive and Brain Sciences , Leipzig , Germany.,b Department of Neurology , Max Planck Institute for Cognitive and Brain Sciences , Leipzig , Germany
| | - Arno Villringer
- b Department of Neurology , Max Planck Institute for Cognitive and Brain Sciences , Leipzig , Germany.,c Clinic for Cognitive Neurology , University of Leipzig , Leipzig , Germany
| | - Julia Sacher
- a Emotion NeuroimaGinG(EGG)-Lab , Max Planck Institute for Cognitive and Brain Sciences , Leipzig , Germany.,b Department of Neurology , Max Planck Institute for Cognitive and Brain Sciences , Leipzig , Germany.,c Clinic for Cognitive Neurology , University of Leipzig , Leipzig , Germany
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50
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Pillai RLI, Malhotra A, Rupert DD, Weschler B, Williams JC, Zhang M, Yang J, Mann JJ, Oquendo MA, Parsey RV, DeLorenzo C. Relations between cortical thickness, serotonin 1A receptor binding, and structural connectivity: A multimodal imaging study. Hum Brain Mapp 2017; 39:1043-1055. [PMID: 29323797 DOI: 10.1002/hbm.23903] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 11/19/2017] [Accepted: 11/22/2017] [Indexed: 01/03/2023] Open
Abstract
Serotonin 1A (5-HT1A ) receptors play a direct role in neuronal development, cell proliferation, and dendritic branching. We hypothesized that variability in 5-HT1A binding can affect cortical thickness, and may account for a subtype of major depressive disorder (MDD) in which both are altered. To evaluate this, we measured cortical thickness from structural magnetic resonance imaging (MRI) and 5-HT1A binding by positron emission tomography (PET) in an exploratory study. To examine a range of 5-HT1A binding and cortical thickness values, we recruited 25 healthy controls and 19 patients with MDD. We hypothesized increased 5-HT1A binding in the raphe nucleus (RN) would be negatively associated with cortical thickness due to reduced serotonergic transmission. Contrary to our hypothesis, raphe 5-HT1A binding was positively correlated with cortical thickness in right posterior cingulate cortex (PCC), a region implicated in the default mode network. Cortical thickness was also positively correlated with 5-HT1A in each cortical region. We further hypothesized that the strength of 5-HT1A -cortical thickness correlation depends on the number of axons between the raphe nucleus and each region. To explore this we related 5-HT1A -cortical thickness correlation coefficients to the number of tracts connecting that region and the raphe, as measured by diffusion tensor imaging (DTI) in an independent sample. The 5-HT1A -cortical thickness association correlated significantly with the number of tracts to each region, supporting our hypothesis. We posit a defect in the raphe may affect the PCC within the default mode network in MDD through serotonergic fibers, resulting in increased ruminative processing.
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Affiliation(s)
- Rajapillai L I Pillai
- Stony Brook University SOM, Stony Brook, New York.,Department of Psychiatry, Stony Brook University, Stony Brook, New York.,Center for Understanding Biology using Imaging Technology, Stony Brook University, Stony Brook, New York
| | - Ashwin Malhotra
- Department of Neurology, New York-Presbyterian Weill Cornell Medical Center, New York, New York
| | | | | | | | - Mengru Zhang
- Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, New York
| | - Jie Yang
- Department of Family, Population, and Preventive Medicine, Stony Brook University, Stony Brook, New York
| | - J John Mann
- Department of Biomedical Engineering, Columbia University, New York, New York
| | - Maria A Oquendo
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philidelphia, Pennsylvania
| | - Ramin V Parsey
- Department of Psychiatry, Stony Brook University, Stony Brook, New York.,Center for Understanding Biology using Imaging Technology, Stony Brook University, Stony Brook, New York
| | - Christine DeLorenzo
- Department of Psychiatry, Stony Brook University, Stony Brook, New York.,Center for Understanding Biology using Imaging Technology, Stony Brook University, Stony Brook, New York.,Department of Biomedical Engineering, Columbia University, New York, New York
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