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Suseelan S, Pinna G. Heterogeneity in major depressive disorder: The need for biomarker-based personalized treatments. Adv Clin Chem 2022; 112:1-67. [PMID: 36642481 DOI: 10.1016/bs.acc.2022.09.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Major Depressive Disorder (MDD) or depression is a pathological mental condition affecting millions of people worldwide. Identification of objective biological markers of depression can provide for a better diagnostic and intervention criteria; ultimately aiding to reduce its socioeconomic health burden. This review provides a comprehensive insight into the major biomarker candidates that have been implicated in depression neurobiology. The key biomarker categories are covered across all the "omics" levels. At the epigenomic level, DNA-methylation, non-coding RNA and histone-modifications have been discussed in relation to depression. The proteomics system shows great promise with inflammatory markers as well as growth factors and neurobiological alterations within the endocannabinoid system. Characteristic lipids implicated in depression together with the endocrine system are reviewed under the metabolomics section. The chapter also examines the novel biomarkers for depression that have been proposed by studies in the microbiome. Depression affects individuals differentially and explicit biomarkers identified by robust research criteria may pave the way for better diagnosis, intervention, treatment, and prediction of treatment response.
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Affiliation(s)
- Shayam Suseelan
- The Psychiatric Institute, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States
| | - Graziano Pinna
- The Psychiatric Institute, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States; UI Center on Depression and Resilience (UICDR), Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States; Center for Alcohol Research in Epigenetics, Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, United States.
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Tauil CB, da Rocha Lima AD, Ferrari BB, da Silva VA, Moraes AS, da Silva FM, Melo-Silva CA, Farias AS, Brandão CO, Leonilda MD, dos Santos-Neto LL. Depression and anxiety in patients with multiple sclerosis treated with interferon-beta or fingolimod: Role of indoleamine 2,3-dioxygenase and pro-inflammatory cytokines. Brain Behav Immun Health 2020; 9:100162. [PMID: 34589900 PMCID: PMC8474597 DOI: 10.1016/j.bbih.2020.100162] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 10/16/2020] [Accepted: 10/21/2020] [Indexed: 01/25/2023] Open
Abstract
Depression/anxiety (D/A) occurs in up to 50% of multiple sclerosis (MS) patients. Proinflammatory cytokines induce classical symptoms of depression. Activation of the inflammatory response also triggers production of indoleamine 2,3-dioxygenase (IDO), which catabolizes tryptophan, the amino acid precursor of serotonin and melatonin. It has been suggested that IDO is the link between the immune and serotonergic systems. This study aimed to quantify the levels of IDO and pro-inflammatory and anti-inflammatory cytokines in patients with MS and depression, according to treatment with interferon-beta (IFN-β) or fingolimod. The study inclusion criteria were age 18-60 years and a clinical and radiological diagnosis of MS. One hundred and thirty-two patients diagnosed by McDonald's criteria and followed up at Brasília District Hospital, Brazil, with relapsing-remitting MS were identified as potential study participants. Thirty-five of these patients were identified to be receiving treatment with fingolimod or IFN-β and to have a diagnosis of D/A. IDO and pro-inflammatory and anti-inflammatory cytokine levels were compared between these 35 patients and 18 healthy controls. The level of IL-10 (an anti-inflammatory cytokine) was lower in both the fingolimod-treated (P < 0.001) and IFN-β-treated (P < 0.01) patient groups than in the control group. IFN-β-treated patients showed increased IDO expression and decreased inflammatory cytokine levels. In contrast, fingolimod-treated patients showed significantly decreased expression of IDO and significantly increased levels of proinflammatory cytokines produced by innate immune cells, including tumor necrosis factor-alpha and interleukin-6. The agents used to treat MS maintain symptoms of D/A in patients with MS via different mechanisms.
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Affiliation(s)
- Carlos B. Tauil
- Department of Medical Sciences, University of Brasília, Brazil
| | - Amanda D. da Rocha Lima
- Neuroimmunology Unit, Department of Genetics, Evolution, Microbiology and Immunology, Biology Institute, University of Campinas, Brazil
| | - Breno B. Ferrari
- Neuroimmunology Unit, Department of Genetics, Evolution, Microbiology and Immunology, Biology Institute, University of Campinas, Brazil
| | - Verônica A.G. da Silva
- Neuroimmunology Unit, Department of Genetics, Evolution, Microbiology and Immunology, Biology Institute, University of Campinas, Brazil
| | - Adriel S. Moraes
- Neuroimmunology Unit, Department of Genetics, Evolution, Microbiology and Immunology, Biology Institute, University of Campinas, Brazil
| | | | | | - Alessandro S. Farias
- Neuroimmunology Unit, Department of Genetics, Evolution, Microbiology and Immunology, Biology Institute, University of Campinas, Brazil
- National Institute of Science and Technology on Neuroimmunomodulation (INCT-NIM), CNPq, Brazil
| | - Carlos O. Brandão
- Neuroimmunology Unit, Department of Genetics, Evolution, Microbiology and Immunology, Biology Institute, University of Campinas, Brazil
| | - M.B. dosSantos Leonilda
- Neuroimmunology Unit, Department of Genetics, Evolution, Microbiology and Immunology, Biology Institute, University of Campinas, Brazil
- National Institute of Science and Technology on Neuroimmunomodulation (INCT-NIM), CNPq, Brazil
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Lin CY, Guu TW, Lai HC, Peng CY, Chiang JYJ, Chen HT, Li TC, Yang SY, Su KP, Chang JPC. Somatic pain associated with initiation of interferon-alpha (IFN-α) plus ribavirin (RBV) therapy in chronic HCV patients: A prospective study. Brain Behav Immun Health 2020; 2:100035. [PMID: 34589826 PMCID: PMC8474510 DOI: 10.1016/j.bbih.2019.100035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 12/21/2019] [Accepted: 12/28/2019] [Indexed: 12/12/2022] Open
Abstract
Objective This study is aimed to investigate the association between interferon-alpha (IFN-α) plus ribavirin (RBV) treatment and emergence of somatic pain symptoms in patients with hepatitis C virus (HCV) over a 24-week treatment. Method In this prospective cohort study, 297 patients with HCV were evaluated at baseline and 2nd, 4th, 8th, 12th, 16th, 20th, and 24th week with structured Mini-International Neuropsychiatric Interview for Major Depressive Disorder (MDD) diagnosis and the Neurotoxicity Rating Scale (NRS) for somatic symptoms. Results Eighty-seven out of the 297 patients (29%) developed IFN-α induced depression and had significantly higher somatic pain symptoms as early as the 2nd week and at all the assessment time points (p < .001). Most depressed patients perceived greatest somatic pain at the 8th week of treatment. Moreover, NRS somatic pain scores after initial therapy strongly correlated with NRS somatic pain scores at all other assessment time points (p < .001). Conclusion IFN-α therapy induce significant somatic pain as early as the 2nd week of treatment in HCV patients who later developed MDD. Thus, initial NRS somatic pain score after initiation of IFN-α treatment may serve as a reference for the susceptibility of the individual to IFN-α induced depression.
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Affiliation(s)
- Chih Ying Lin
- School of Medicine, China Medical University (CMU), Taichung, Taiwan
- Mind-Body Interface Lab (MBI-Lab) and Department of Psychiatry, CMUH, Taichung, Taiwan
| | - Ta-Wei Guu
- Department Psychiatry, CMU Beigang Hospital, Yunlin, Taiwan
- Mind-Body Interface Lab (MBI-Lab) and Department of Psychiatry, CMUH, Taichung, Taiwan
| | - Hsueh-Chou Lai
- School of Medicine, China Medical University (CMU), Taichung, Taiwan
- Departement of Hepatogastroenterology, China Medial University Hospital, Taichung, Taiwan
| | - Cheng-Yuan Peng
- School of Medicine, China Medical University (CMU), Taichung, Taiwan
- Departement of Hepatogastroenterology, China Medial University Hospital, Taichung, Taiwan
| | - Jill Yi-Ju Chiang
- Mind-Body Interface Lab (MBI-Lab) and Department of Psychiatry, CMUH, Taichung, Taiwan
| | - Hui-Ting Chen
- Mind-Body Interface Lab (MBI-Lab) and Department of Psychiatry, CMUH, Taichung, Taiwan
| | - Tsai-Chung Li
- School of Medicine, China Medical University (CMU), Taichung, Taiwan
- China Medical University Graduate Institute of Biostatistics, Taiwan
| | - Shing-Yu Yang
- School of Medicine, China Medical University (CMU), Taichung, Taiwan
- China Medical University Graduate Institute of Biostatistics, Taiwan
| | - Kuan-Pin Su
- School of Medicine, China Medical University (CMU), Taichung, Taiwan
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
- Mind-Body Interface Lab (MBI-Lab) and Department of Psychiatry, CMUH, Taichung, Taiwan
| | - Jane Pei-Chen Chang
- School of Medicine, China Medical University (CMU), Taichung, Taiwan
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
- Mind-Body Interface Lab (MBI-Lab) and Department of Psychiatry, CMUH, Taichung, Taiwan
- Corresponding author. Department of Psychiatry, China Medical University Hospital, No. 2 Yu-Der Road, Taichung, 404, Taiwan.
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Wang R, Wang W, Xu J, Liu D, Jiang H, Pan F. Dynamic Effects of Early Adolescent Stress on Depressive-Like Behaviors and Expression of Cytokines and JMJD3 in the Prefrontal Cortex and Hippocampus of Rats. Front Psychiatry 2018; 9:471. [PMID: 30364220 PMCID: PMC6193509 DOI: 10.3389/fpsyt.2018.00471] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 09/10/2018] [Indexed: 12/12/2022] Open
Abstract
Aims: Expression of inflammatory cytokines in the brain has been reported to be involved in the pathogenesis of and susceptibility to depression. Jumonji domain-containing 3 (Jmjd3), which is a histone H3 lysine 27 (H3K27) demethylase and can regulate microglial activation, has been regarded as a crucial element in the expression of inflammatory cytokines. Furthermore, recent studies highlighted the fact that lipopolysaccharides induce depressive-like behaviors and higher Jmjd3 expression and lower H3K27me3 expression in the brain. However, whether the process of Jmjd3 mediating inflammatory cytokines was involved in the susceptibility to depression due to early-life stress remained elusive. Methods: Rats exposed to chronic unpredictable mild stress (CUMS) in adolescence were used in order to detect dynamic alterations in depressive-like behaviors and expression of cytokines, Jmjd3, and H3K27me3 in the prefrontal cortex and hippocampus. Moreover, minocycline, an inhibitor of microglial activation, was employed to observe the protective effects. Results: Our results showed that CUMS during the adolescent period induced depressive-like behaviors, over-expression of cytokines, and increased Jmjd3 and decreased H3K27me3 expression in the prefrontal cortex and hippocampus of both adolescent and adult rats. However, minocycline relieved all the alterations. Conclusion: The study revealed that Jmjd3 might be involved in the susceptibility to depressive-like behaviors by modulating H3K27me3 and pro-inflammatory cytokine expression in the prefrontal cortex and hippocampus of rats that had been stressed during early adolescence.
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Affiliation(s)
- Rui Wang
- Department of Medical Psychology and Medical Ethics, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Wei Wang
- Department of Medical Psychology and Medical Ethics, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Jingjing Xu
- Department of Medical Psychology and Medical Ethics, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Dexiang Liu
- Department of Medical Psychology and Medical Ethics, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Hong Jiang
- Department of Medical Psychology and Medical Ethics, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Fang Pan
- Department of Medical Psychology and Medical Ethics, Cheeloo College of Medicine, Shandong University, Jinan, China
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