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Suktas A, Ekalaksananan T, Aromseree S, Bumrungthai S, Songserm N, Pientong C. Genetic polymorphism involved in major depressive disorder: a systemic review and meta-analysis. BMC Psychiatry 2024; 24:716. [PMID: 39438912 PMCID: PMC11515766 DOI: 10.1186/s12888-024-06195-z] [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: 07/10/2024] [Accepted: 10/17/2024] [Indexed: 10/25/2024] Open
Abstract
BACKGROUND AND OBJECTIVE Genetic polymorphism studies in families and twins indicated the heritability of depression. However, the association between genes with genetic polymorphism and depression provides various findings and remains unclear. Therefore, we conducted a systematic review and meta-analysis to determine the genes with their polymorphism associated with the symptomatic depression known as major depressive disorder (MDD). MATERIALS AND METHODS PubMed and Scopus were searched for relevant studies published before May 22, 2023 (1968-2023), and 62 were selected for this review. The study's bias risk was investigated using the Newcastle-Ottawa scale. Gene functional enrichment analysis was investigated for molecular function (MF) and biological process (BP) and pathways. A meta-analysis of the studied genes that were replicative in the same single nucleotide polymorphism was conducted using a random-effect model. RESULTS The 49 genes involved in MDD were studied and engaged in several pathways, such as tryptophan metabolism or dopaminergic and serotonergic synapses. Based on gene overlapping in MF and BP, 13 genes with polymorphisms were identified as related to MDD. Most of them were only studied once. Solute carrier family 6 member 4 (SLC6A4) overlapping between MF and BP and brain-derived neurotrophic factor (BDNF) as unique to BP were replicative studied and used in the meta-analysis. The polymorphism of SLC6A4 SS and LS genotypes increased the occurrence of MDD development but not significantly [odd ratio (OR) = 1.39; 95% confidence interval (CI) = 0.87-2.22; P = 0.16 and OR = 1.13; 95% CI = 0.84-1.53; P = 0.42, respectively]. A similar result was observed for BDNF rs6265 GG (OR = 1.26; 95% CI = 0.78-2.06; P = 0.35) and BDNF rs6265 AA genotypes (OR = 1.12; 95% CI = 0.77-1.64; P = 0.56). These studies indicated low bias and significant heterogeneity. CONCLUSION At least 13 studied genes with polymorphisms were involved in MDD development according to MF and BP, but not significantly. These results suggest that MDD development risk factors might require genetic and other factors for interaction and induction.
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Grants
- IN66093 Faculty of Medicine, Khon Kaen University, Thailand
- IN66093 Faculty of Medicine, Khon Kaen University, Thailand
- IN66093 Faculty of Medicine, Khon Kaen University, Thailand
- IN66093 Faculty of Medicine, Khon Kaen University, Thailand
- IN66093 Faculty of Medicine, Khon Kaen University, Thailand
- IN66093 Faculty of Medicine, Khon Kaen University, Thailand
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Affiliation(s)
- Areeya Suktas
- Department of Microbiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Tipaya Ekalaksananan
- Department of Microbiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Sirinart Aromseree
- Department of Microbiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Sureewan Bumrungthai
- Faculty of Pharmaceutical Sciences, Ubon Ratchathani University, Ubon Ratchathani, Thailand
| | - Nopparat Songserm
- Faculty of Public Health, Ubon Ratchathani Rajabhat University, Ubon Ratchathani, Thailand
| | - Chamsai Pientong
- Department of Microbiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand.
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Yeşiloğlu C, Tamam L, Demirkol ME, Namlı Z, Karaytuğ MO. Associations Between the Suicidal Ideation and the Tolerance for Psychological Pain and Tolerance for Physical Pain in Patients Diagnosed with Major Depressive Disorder. Neuropsychiatr Dis Treat 2023; 19:2283-2294. [PMID: 37905172 PMCID: PMC10613447 DOI: 10.2147/ndt.s430139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 10/17/2023] [Indexed: 11/02/2023] Open
Abstract
Purpose Patients with major depressive disorder (MDD) may experience more frequent and severe psychological and physical pain complaints compared to those without depression. As the tolerance to psychological pain decreases in patients with MDD, the severity of suicidal ideation tends to increase. Furthermore, the tolerance for physical pain (TPP) has been related with suicidal behavior. We aimed to demonstrate the impact of TPP on suicidal ideation in patients with MDD in the presence of psychological pain. Patients and Methods We included 123 patients with MDD and 114 healthy volunteers who had no previous psychiatric diagnosis. Sociodemographic data form, Psychache Scale (PS) and Tolerance for Mental Pain Scale (TMPS) were used to assess psychological pain. Beck Scale for Suicide Ideation (BSIS) and Beck Depression Inventory (BDI) were administered to participants. To assess the TPP, we used a device based on the principle of electronic dynamometry. Results The mean BDI, BSIS, PS, and TPP scores in the MDD group were higher, and the mean TMPS score was lower than those in the control group (p < 0.001 for each, p = 0.03 for TPP). We found statistically significant correlations between BDI, TMPS, BSIS, PS, and TPP scores (p < 0.05 for each). TPP was a partial mediator in the relationship between TMPS and BSIS scores (β = -1.814; p < 0.001). Conclusion We found that tolerance of psychological pain was a strong predictor of suicidal ideation, and TPP was mediating this relationship. These findings suggest that considering both tolerance to psychological pain and TPP may be beneficial when assessing the risk of suicide in individuals with MDD.
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Affiliation(s)
- Caner Yeşiloğlu
- Department of Psychiatry, Kırşehir Training and Research Hospital, Kırşehir, Turkey
| | - Lut Tamam
- Department of Psychiatry, Çukurova University, School of Medicine, Adana, Turkey
| | - Mehmet Emin Demirkol
- Department of Psychiatry, Çukurova University, School of Medicine, Adana, Turkey
| | - Zeynep Namlı
- Department of Psychiatry, Çukurova University, School of Medicine, Adana, Turkey
| | - Mahmut Onur Karaytuğ
- Department of Psychiatry, Çukurova University, School of Medicine, Adana, Turkey
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Steinmetz A, Hacke F, Delank KS. Pressure Pain Thresholds and Central Sensitization in Relation to Psychosocial Predictors of Chronicity in Low Back Pain. Diagnostics (Basel) 2023; 13:diagnostics13040786. [PMID: 36832274 PMCID: PMC9954899 DOI: 10.3390/diagnostics13040786] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 02/16/2023] [Accepted: 02/17/2023] [Indexed: 02/22/2023] Open
Abstract
(1) Background: Peripheral, as well as central, sensitization have been described in chronic low back pain (cLBP). The purpose of this study is to investigate the influence of psychosocial factors on the development of central sensitization. (2) Methods: This prospective study investigated local and peripheral pressure pain thresholds and their dependence on psychosocial risk factors in patients with cLBP receiving inpatient multimodal pain therapy. Psychosocial factors were assessed using the Örebro Musculoskeletal Pain Screening Questionnaire (ÖMPSQ). (3) Results: A total of 90 patients were included in the study, 61 (75.4% women, 24.6% men) of whom had significant psychosocial risk factors. The control group consisted of 29 patients (62.1% women, 37.9% men). At baseline, patients with psychosocial risk factors showed significantly lower local and peripheral pressure pain thresholds, suggesting central sensitization, compared to the control group. Sleep quality, measured by the Pittsburgh Sleep Quality Index (PSQI), was also correlated with altered PPTs. After multimodal therapy, all participants reported increased local pain thresholds compared to at admission, independent of psychosocial chronification factors. (4) Conclusions: Psychosocial chronicity factors measured using the ÖMPSQ have a significant influence on pain sensitization in cLBP. A 14-day multimodal pain therapy increased local, but not peripheral, pressure pain thresholds.
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Affiliation(s)
- Anke Steinmetz
- Physical and Rehabilitation Medicine, Department of Trauma, Reconstructive Surgery and Rehabilitation Medicine, University Medicine Greifswald, 17475 Greifswald, Germany
- Correspondence: ; Tel.: +49-3834-86-6695
| | - Franziska Hacke
- Department of Geriatrics, Martin-Luther-University Halle-Wittenberg, 06120 Halle/Saale, Germany
| | - Karl-Stefan Delank
- Department of Orthopedic and Trauma Surgery, Martin-Luther-University Halle-Wittenberg, 06120 Halle/Saale, Germany
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The effect of chronic stress on behaviors, inflammation and lymphocyte subtypes in male and female rats. Behav Brain Res 2023; 439:114220. [PMID: 36414104 DOI: 10.1016/j.bbr.2022.114220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 11/05/2022] [Accepted: 11/18/2022] [Indexed: 11/21/2022]
Abstract
Excessively released proinflammatory mediators from activated macrophages and lymphocytes may contribute to the etiology of depression. However, the relationship between lymphocytes and depression is not fully understood. Although women have higher depression risk than men, sex/gender differences in psychoneuroimmunological mechanisms are still unclear. To explore these two questions, chronic unpredictable mild stress (CUMS) was used to evaluate the changes in behaviors, inflammation and lymphocyte subtypes in adult male and female Wistar rats. Results show that CUMS increased anhedonia and anxiety-like behaviors, along with increased serum corticosterone, hippocampal pro-inflammatory factors, CD11b, IFN-γ, IL-6 and IL-17, but decreased CD4, CD25, CD4/CD8 ratio, GFAP, 5-hydroxytryptamine (5-HT) and NE concentrations, regardless of sex. There was no positive correlation between sucrose preference and blood CD4/CD8 ratio, but a positive correlation between sucrose preference and spleen CD25, sucrose preference and neurotransmitters (NE and 5-HT), spleen CD25 and serum TGF-β1/IL-6 ratio were found, regardless of sex. Females presented higher basal locomotion, blood CD4, CD4/CD8 ratio, serum corticosteroid and IL-6 concentrations, but lower hippocampal norepinephrine (NE) than males. Although CUMS didn't induce significant sex differences, females presented more changes in CD4 and CD8 lymphocytes than male rats. CUMS caused abnormalities in corticosteroid, lymphocytes, cytokines and neurotransmitters, which might be the precursors for inducing depression-like behaviors in both sexes.
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Dong Y, Jiang P, Jin X, Jiang N, Huang W, Peng Y, Shen Y, He L, Forsman M, Yang L. Association between long-term static postures exposure and musculoskeletal disorders among university employees: A viewpoint of inflammatory pathways. Front Public Health 2022; 10:1055374. [PMID: 36530652 PMCID: PMC9752851 DOI: 10.3389/fpubh.2022.1055374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 11/16/2022] [Indexed: 12/02/2022] Open
Abstract
Background Musculoskeletal disorders (MSDs) are critical occupational and social problems. With the improvement of production mechanization and automation, and the widespread application of computers, more occupations are exposed to static postures and load. This study explored the role of inflammation in the association between static postures exposure and MSDs. Methods This study adopted a prospective nested case-control design in which 66 lower back MSDs cases and 66 healthy controls were selected from a cohort study of university employees. The personal information, postural load, musculoskeletal symptoms, pressure pain thresholds (PPTs), and inflammatory cytokines were collected. Logistic and linear regressions were used to investigate the association among postural load, inflammatory cytokines, and lower back MSDs. Mediation analysis was used to calculate the mediation effect. Results The results of logistic and linear regressions showed that postural load and inflammatory cytokines were positively associated with lower back MSDs (P < 0.05), and postural load was positively associated with inflammatory cytokines (P < 0.05). Further, mediation analysis showed that the mediation effect of postural load on the lower back MSDs through TNF-α was 0.073 (95%CI: 0.025-0.128), and the mediation effect of posture load on the lower back MSDs through IL-6 was 0.098 (95%CI: 0.041-0.179), respectively. Conclusion Static postures were associated with the occurrence of MSDs through inflammatory cytokines, and low-level inflammation may be a critical early event in the generation of MSDs. This study may help bridge the gap of potential mechanisms linking static postures to increased risks of MSDs, and provide new evidence for targeted protection against the global increasing MSDs.
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Affiliation(s)
- Yidan Dong
- Department of Occupational and Environmental Health, School of Public Health, Peking University, Beijing, China
| | - Ping Jiang
- Department of Occupational and Environmental Health, School of Public Health, Peking University, Beijing, China
| | - Xu Jin
- Department of Occupational and Environmental Health, School of Public Health, Peking University, Beijing, China
| | - Nanyu Jiang
- Department of Occupational and Environmental Health, School of Public Health, Peking University, Beijing, China
| | - Wenchu Huang
- Department of Occupational and Environmental Health, School of Public Health, Peking University, Beijing, China
| | - Yu Peng
- Department of Occupational and Environmental Health, School of Public Health, Peking University, Beijing, China
| | - Yuhong Shen
- Institute of Quartermaster Engineering & Technology, Beijing, China
| | - Lihua He
- Department of Occupational and Environmental Health, School of Public Health, Peking University, Beijing, China,*Correspondence: Lihua He
| | - Mikael Forsman
- Division of Ergonomics, School of Engineering Sciences in Chemistry, Biotechnology, and Health, Royal Institute of Technology, Huddinge, Sweden,Unit of Occupational Medicine, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Liyun Yang
- Division of Ergonomics, School of Engineering Sciences in Chemistry, Biotechnology, and Health, Royal Institute of Technology, Huddinge, Sweden,Unit of Occupational Medicine, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Chen Y, Cai W, Li C, Su Z, Guo Z, Li Z, Wang C, Xu F. Sex differences in peripheral monoamine transmitter and related hormone levels in chronic stress mice with a depression-like phenotype. PeerJ 2022; 10:e14014. [PMID: 36132219 PMCID: PMC9484450 DOI: 10.7717/peerj.14014] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 08/15/2022] [Indexed: 01/19/2023] Open
Abstract
Backgrounds Chronic stress could induce depression-like phenotype in animal models. Previous data showed that sex differences exist after chronic stress model establishment, however, the detailed information about the difference of blood biochemical indexes is not clear. In this study, we aim to supply comparison of monoamine transmitters and related hormone markers in serum between male and female depressed mice, and in order to better understand the sex difference in transmitters and hormone levels in depression occurrence and development. Methods Sixty C57BL/6 mice (both male and female) were divided into two groups by gender. Same gender mice were then divided randomly into the non-treated control group and chronic stress group which was exposed to 8 weeks of chronic unpredictable mild stress (CUMS). Depression-like behavior was assessed with open-field test and sucrose preference test. Blood sample was collected and monoamine transmitter and related hormone in serum were measured by ELISA. Results The depression-like phenotype mice model was established successfully after 8 weeks of chronic stress. The locomotion activity scores in male stressed mice declined more than that in female stressed mice, while the exploratory behavior scores in female stressed mice declined more than that in male stressed mice. Compared to non-treated control group mice, mice in the chronic stress group in response to stress showed greater declines in monoamine transmitters (5-HT, dopamine, norepinephrine) and sex hormones (androgen, estrogen, oxytocin and prolactin), while stress hormones (adrenaline, corticosterone and ACTH) were significantly increased. The decrease of norepinephrine, androgen and estrogen in female stressed mice was greater than in male stressed mice, whereas the 5-HT and oxytocin in male stressed mice decreased more than in female stressed mice, and the corticosterone in male stressed mice increased more than in female stressed mice. Conclusion Sex differences of monoamine transmitter and related hormone levels in serum occurred in chronic stress induced depression-like phenotype mice model. It may provide a useful reference to guide precise antidepressant treatment in different gender population in clinical care.
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Affiliation(s)
- Yitian Chen
- School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China,Department of Clinical Pharmacology, Sixth People’s Hospital South Campus, Shanghai Jiaotong University, Shanghai, China
| | - Weijia Cai
- School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China,Department of Clinical Pharmacology, Sixth People’s Hospital South Campus, Shanghai Jiaotong University, Shanghai, China
| | - Canye Li
- School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China,Department of Clinical Pharmacology, Sixth People’s Hospital South Campus, Shanghai Jiaotong University, Shanghai, China
| | - Zuanjun Su
- School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China,Department of Clinical Pharmacology, Sixth People’s Hospital South Campus, Shanghai Jiaotong University, Shanghai, China
| | - Zhijun Guo
- Department of Clinical Pharmacology, Sixth People’s Hospital South Campus, Shanghai Jiaotong University, Shanghai, China
| | - Zhuman Li
- Department of Clinical Pharmacology, Sixth People’s Hospital South Campus, Shanghai Jiaotong University, Shanghai, China
| | - Chen Wang
- Department of Clinical Pharmacology, Sixth People’s Hospital South Campus, Shanghai Jiaotong University, Shanghai, China
| | - Feng Xu
- School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China,Department of Clinical Pharmacology, Sixth People’s Hospital South Campus, Shanghai Jiaotong University, Shanghai, China
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7
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Altamura M, D’Andrea G, Angelini E, Tortorelli FMP, Balzotti A, Porcelli P, Margaglione M, Brunetti ND, Cassano T, Bellomo A. Psychosomatic syndromes are associated with IL-6 pro-inflammatory cytokine in heart failure patients. PLoS One 2022; 17:e0265282. [PMID: 35271674 PMCID: PMC8912235 DOI: 10.1371/journal.pone.0265282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 02/24/2022] [Indexed: 11/19/2022] Open
Abstract
Psychosomatic syndromes have emerged as an important source of comorbidity in cardiac patients and have been associated with increased risk for adverse outcomes in patients with heart failure (HF). Understanding of the mechanisms underlying this connection is limited, however immune activity represents a possible pathway. While there have been numerous studies connecting immune activity to psychosomatic psychopathology, there is a lack of research on patients with HF. We examined forty-one consecutive outpatients affected by HF. We assessed psychosomatic psychopathology using the Diagnostic Criteria for Psychosomatic Research (DCPR) and the Patient Health Questionnaire-15 (PHQ-15). The Psychosocial Index (PSI) was used for assessing stress and psychosocial dimensions. Depression was evaluated with Beck Depression Inventory-II (BDI-II). Circulating levels of proinflammatory cytokines IL-6 and TNF-alpha were ascertained. Univariate and multivariable regression models were used to test for associations between inflammatory cytokines and psychosomatic psychopathology (i.e., DCPR syndromes, PHQ-15) and psychological dimensions (i.e., BDI-II, PSI). A significant positive correlation was found between IL-6 levels and psychosomatic psychopathology even when controlling for any confounding variables (i.e., Body-mass index (BMI), New York Heart Association (NYHA) class, smoking habits, alcohol consumption, statin use, aspirin use, beta blockers use, age, and gender). In contrast, the associations between TNF-alpha levels were non-significant. These findings can contribute to research in support of a psychoneuroimmune connection between psychosomatic psychopathology and HF. Findings also suggest the possibility that elevated IL-6 levels are more relevant for the pathogenesis of psychosomatic syndromes than for depression in patients with HF.
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Affiliation(s)
- Mario Altamura
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
- * E-mail:
| | - Giovanna D’Andrea
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Eleonora Angelini
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | | | - Angela Balzotti
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Piero Porcelli
- Department of Psychological, Health and Territorial Sciences, D’Annunzio University of Chieti–Pescara, Chieti, Italy
| | - Maurizio Margaglione
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Natale D. Brunetti
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Tommaso Cassano
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Antonello Bellomo
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
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Kim DJ, Mirmina J, Narine S, Wachtel J, Carbajal JM, Fox H, Cáceda R. Altered physical pain processing in different psychiatric conditions. Neurosci Biobehav Rev 2021; 133:104510. [PMID: 34952034 DOI: 10.1016/j.neubiorev.2021.12.033] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 12/07/2021] [Accepted: 12/19/2021] [Indexed: 01/07/2023]
Abstract
Several reports indicate either increased or decreased pain sensitivity associated with psychiatric disorders. Chronic pain is highly prevalent in many of these conditions. We reviewed the literature regarding experimental pain sensitivity in patients with major depression, bipolar disorder, posttraumatic stress disorder (PTSD), generalized anxiety disorder, panic disorder, obsessive-compulsive disorder and schizophrenia. Electronic searches were performed to identify studies comparing experimental pain in patients with these conditions and controls. Across 31 depression studies, reduced pain threshold was noted except for ischemic stimuli, where increased pain tolerance and elevated sensitivity to ischemic pain was observed. A more pervasive pattern of low pain sensitivity was found across 20 schizophrenia studies. The majority of PTSD studies (n = 20) showed no significant differences compared with controls. The limited number of bipolar disorder (n = 4) and anxiety (n = 9) studies precluded identification of clear trends. Wide data variability was observed. Awareness of psychiatric patients' pain perception abnormalities is needed for active screening and addressing physical comorbidities, in order to enhance quality of life, life expectancy and mental health.
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Affiliation(s)
- Diane J Kim
- Department of Psychiatry and Behavioral Sciences, Stony Brook University, Stony Brook, New York, USA
| | - Julianne Mirmina
- Department of Psychiatry and Behavioral Sciences, Stony Brook University, Stony Brook, New York, USA
| | - Serah Narine
- Department of Psychiatry and Behavioral Sciences, Stony Brook University, Stony Brook, New York, USA
| | - Jonathan Wachtel
- Department of Psychiatry and Behavioral Sciences, Stony Brook University, Stony Brook, New York, USA
| | - Jessica M Carbajal
- Department of Psychiatry and Behavioral Sciences, Stony Brook University, Stony Brook, New York, USA
| | - Helen Fox
- Department of Psychiatry and Behavioral Sciences, Stony Brook University, Stony Brook, New York, USA
| | - Ricardo Cáceda
- Department of Psychiatry and Behavioral Sciences, Stony Brook University, Stony Brook, New York, USA; Psychiatry Service, Northport Veterans Affairs Medical Center, Northport, New York, USA.
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Plasma inflammatory cytokines and treatment-resistant depression with comorbid pain: improvement by ketamine. J Neuroinflammation 2021; 18:200. [PMID: 34526064 PMCID: PMC8444441 DOI: 10.1186/s12974-021-02245-5] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 08/22/2021] [Indexed: 12/13/2022] Open
Abstract
Background Treatment-resistant depression (TRD) and pain frequently coexist clinically. Ketamine has analgesic and antidepressant effects, but few studies have evaluated individual differences in antidepressant outcomes to repeated ketamine in TRD patients with comorbid pain. Our aims were to determine the difference in ketamine’s antidepressant effects in TRD patients with or without pain and then to examine whether inflammatory cytokines might contribute to ketamine’s effect. Methods Sixty-six patients with TRD received six infusions of ketamine. Plasma levels of 19 inflammatory cytokines were assessed at baseline and post-infusion (day 13 and day 26) using the Luminex assay. Plasma inflammatory cytokines of sixty healthy controls (HCs) were also examined. Results TRD patients with pain had a higher antidepressant response rate (χ2 = 4.062, P = 0.044) and remission rate (χ2 = 4.062, P = 0.044) than patients without pain. Before ketamine treatment, GM-CSF and IL-6 levels were higher in the pain group than in the non-pain and HC groups. In the pain group, levels of TNF-α and IL-6 at day 13 and GM-CSF, fractalkine, IFN-γ, IL-10, MIP-3α, IL-12P70, IL-17α, IL-1β, IL-2, IL-4, IL-23, IL-5, IL-6, IL-7, MIP-1β, and TNF-α at day 26 were lower than those at baseline; in the non-pain group, TNF-α levels at day 13 and day 26 were lower than those at baseline. In the pain group, the changes of IL-6 were associated with improvement in pain intensity (β = 0.333, P = 0.001) and depressive symptoms (β = 0.478, P = 0.005) at day 13. Path analysis showed the direct (β = 2.995, P = 0.028) and indirect (β = 0.867, P = 0.042) effects of changes of IL-6 on improvement in depressive symptoms both were statistically significant. Conclusion This study suggested that an elevated inflammatory response plays a critical role in individual differences in TRD patients with or without pain. Ketamine showed great antidepressant and analgesic effects in TRD patients with pain, which may be related to its effects on modulating inflammation. Trial registration ChiCTR, ChiCTR-OOC-17012239. Registered on 26 May 2017 Supplementary Information The online version contains supplementary material available at 10.1186/s12974-021-02245-5.
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Abstract
BACKGROUND Pain and depression have a high impact on caring for the people who need palliative care, but both of these are neglected compared with the approach for other symptoms encountered by these patients. AREAS OF UNCERTAINTY There are few studies in humans that support the existence of common neural circuits between depression and pain that also explore the use of drugs with effects in both conditions. More knowledge is needed about the relationship of these clinical entities that will lead to the optimization of the treatment and improvement of quality of life. DATA SOURCES We conducted a search in PubMed to identify relevant articles and reviews that have been published in the last 5 years, concerning the topic of common pathways between depression and pain (2014-April 2019). THERAPEUTIC ADVANCES The connections between the 2 clinical entities start at the level of the cortical regions. The hippocampus is the main site of neural changes, modification of the immune system, neuromodulators, neurotransmitters, and signaling pathways implicated in both conditions. Increased levels of peripheral proinflammatory cytokines and neuroinflammatory changes are related to the physiopathology of these entities. Inflammation links depression and pain by altering neural circuits and changes in their common cortical regions. Antidepressants are used to treat depression and chronic, pain but more experimental studies are needed to determine which antidepressant drugs are the most effective in treating the 2 entities. CONCLUSIONS Pharmacological and nonpharmacological interventions targeting cortical changes in pain and depression are promising, but more clinical studies are needed to validate their usefulness.
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Campos ACP, Antunes GF, Matsumoto M, Pagano RL, Martinez RCR. Neuroinflammation, Pain and Depression: An Overview of the Main Findings. Front Psychol 2020; 11:1825. [PMID: 32849076 PMCID: PMC7412934 DOI: 10.3389/fpsyg.2020.01825] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 07/02/2020] [Indexed: 12/23/2022] Open
Abstract
Chronic pain is a serious public health problem with a strong affective-motivational component that makes it difficult to treat. Most patients with chronic pain suffer from severe depression; hence, both conditions coexist and exacerbate one another. Brain inflammatory mediators are critical for maintaining depression-pain syndrome and could be substrates for it. The goal of our paper was to review clinical and preclinical findings to identify the neuroinflammatory profile associated with the cooccurrence of pain and depression. In addition, we aimed to explore the regulatory effect of neuronal reorganization on the inflammatory response in pain and depression. We conducted a quantitative review supplemented by manual screening. Our results revealed inflammatory signatures in different preclinical models and clinical articles regarding depression-pain syndrome. We also identified that improvements in depressive symptoms and amelioration of pain can be modulated through direct targeting of inflammatory mediators, such as cytokines and molecular inhibitors of the inflammatory cascade. Additionally, therapeutic targets that improve and regulate the synaptic environment and its neurotransmitters may act as anti-inflammatory compounds, reducing local damage-associated molecular patterns and inhibiting the activation of immune and glial cells. Taken together, our data will help to better elucidate the neuroinflammatory profile in pain and depression and may help to identify pharmacological targets for effective management of depression-pain syndrome.
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Affiliation(s)
| | | | - Marcio Matsumoto
- Anesthesiology Medical Center, Hospital Sirio-Libanes, São Paulo, Brazil
| | | | - Raquel Chacon Ruiz Martinez
- Division of Neuroscience, Hospital Sirio-Libanes, São Paulo, Brazil.,LIM 23, Institute of Psychiatry, University of São Paulo School of Medicine, São Paulo, Brazil
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Osimo EF, Pillinger T, Rodriguez IM, Khandaker GM, Pariante CM, Howes OD. Inflammatory markers in depression: A meta-analysis of mean differences and variability in 5,166 patients and 5,083 controls. Brain Behav Immun 2020; 87:901-909. [PMID: 32113908 PMCID: PMC7327519 DOI: 10.1016/j.bbi.2020.02.010] [Citation(s) in RCA: 409] [Impact Index Per Article: 102.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 01/30/2020] [Accepted: 02/20/2020] [Indexed: 12/27/2022] Open
Abstract
IMPORTANCE The magnitude and variability of cytokine alterations in depression are not clear. OBJECTIVE To perform an up to date meta-analysis of mean differences of immune markers in depression, and to quantify and test for evidence of heterogeneity in immune markers in depression by conducting a meta-analysis of variability to ascertain whether only a sub-group of patients with depression show evidence of inflammation. DATA SOURCES Studies that reported immune marker levels in peripheral blood in patients with depression and matched healthy controls in the MEDLINE database from inception to August 29th 2018 were examined. STUDY SELECTION Case-control studies that reported immune marker levels in peripheral blood in patients with depression and healthy controls were selected. DATA EXTRACTION AND SYNTHESIS Means and variances (SDs) were extracted for each measure to calculate effect sizes, which were combined using multivariate meta-analysis. MAIN OUTCOMES AND MEASURES Hedges g was used to quantify mean differences. Relative variability of immune marker measurements in patients compared with control groups as indexed by the coefficient of variation ratio (CVR). RESULTS A total of 107 studies that reported measurements from 5,166 patients with depression and 5,083 controls were included in the analyses. Levels of CRP (g = 0.71; 95%CI: 0.50-0.92; p < 0.0001); IL-3 (g = 0.60; 95%CI: 0.31-0.89; p < 0.0001); IL-6 (g = 0.61; 95%CI: 0.39-0.82; p < 0.0001); IL-12 (g = 1.18; 95%CI: 0.74-1.62; p < 0.0001); IL-18 (g = 1.97; 95%CI: 1.00-2.95; p < 0.0001); sIL-2R (g = 0.71; 95%CI: 0.44-0.98; p < 0.0001); and TNFα (g = 0.54; 95%CI: 0.32-0.76; p < 0.0001) were significantly higher in patients with depression. These findings were robust to a range of potential confounds and moderators. Mean-scaled variability, measured as CVR, was significantly lower in patients with depression for CRP (CVR = 0.85; 95%CI: 0.75-0.98; p = 0.02); IL-12 (CVR = 0.61; 95%CI: 0.46-0.80; p < 0.01); and sIL-2R (CVR = 0.85; 95%CI: 0.73-0.99; p = 0.04), while it was unchanged for IL-3, IL-6, IL-18, and TNF α. CONCLUSIONS AND RELEVANCE Depression is confirmed as a pro-inflammatory state. Some of the inflammatory markers elevated in depression, including CRP and IL-12, show reduced variability in patients with depression, therefore supporting greater homogeneity in terms of an inflammatory phenotype in depression. Some inflammatory marker elevations in depression do not appear due to an inflamed sub-group, but rather to a right shift of the immune marker distribution.
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Affiliation(s)
- Emanuele F. Osimo
- MRC London Institute of Medical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London, UK,Department of Psychiatry, University of Cambridge, Cambridge, UK,Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, UK
| | - Toby Pillinger
- MRC London Institute of Medical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London, UK,Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | | | - Golam M. Khandaker
- Department of Psychiatry, University of Cambridge, Cambridge, UK,Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, UK
| | - Carmine M. Pariante
- Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK,National Institute for Health Research, Mental Health Biomedical Research Centre, South London and Maudsley NHS Foundation Trust and King's College London, London, UK,The Maurice Wohl Clinical Neuroscience Institute, Cutcombe Road, London SE5 9RT, UK
| | - Oliver D. Howes
- MRC London Institute of Medical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London, UK,Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK,Corresponding author at: MRC London Institute of Medical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London, UK.
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13
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Laumet G, Edralin JD, Dantzer R, Heijnen CJ, Kavelaars A. CD3 + T cells are critical for the resolution of comorbid inflammatory pain and depression-like behavior. NEUROBIOLOGY OF PAIN 2020; 7:100043. [PMID: 32510006 PMCID: PMC7264986 DOI: 10.1016/j.ynpai.2020.100043] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 01/15/2020] [Accepted: 01/16/2020] [Indexed: 12/27/2022]
Abstract
T cells are necessary for resolution of CFA-induced mechanical allodynia and spontaneous pain. T cells are required for the resolution of inflammation-induced depression-like behavior. T cells did not contribute to onset or severity of indicators of pain and depression-like behavior. T cells did not affect cytokine expression in the paw, spinal cord and brain.
Background Chronic pain and depression often co-occur. The mechanisms underlying this comorbidity are incompletely understood. Here, we investigated the role of CD3+ T cells in an inflammatory model of comorbid persistent mechanical allodynia, spontaneous pain, and depression-like behavior in mice. Methods C57Bl/6 wt and Rag2−/− mice were compared in their response to intraplantar administration of complete Freund’s adjuvant (CFA). Mechanical allodynia, spontaneous pain and depression-like behavior were assessed by von Frey, conditioned place preference and forced swim test respectively. Results Resolution of mechanical allodynia, spontaneous pain, and depression-like behavior was markedly delayed in Rag2−/− mice that are devoid of adaptive immune cells. Reconstitution of Rag2−/− mice with CD3+ T cells from WT mice before CFA injection normalized the resolution of indicators of pain and depression-like behavior. T cells did not contribute to onset or severity of indicators of pain and depression-like behavior. The lack of T cells did not affect cytokine expression in the paw, spinal cord and brain, indicating that the delayed resolution was not resulting from prolonged (neuro)inflammation. Conclusions Our findings show that T cells are critical for the natural resolution of mechanical allodynia, spontaneous pain, and depression-like behavior after an inflammatory challenge. Dysregulation of this T cell-mediated resolution pathway could contribute to the comorbidity of chronic pain and depression. Significance Chronic pain and depression are frequently associated with signs of inflammation. However, general immunosuppression is not sufficient to resolve comorbid pain and depression. Here we demonstrate that T cells are required for resolution of comorbid persistent mechanical allodynia, spontaneous pain, and depression in a model of peripheral inflammation, indicating the immune system can contribute to both onset and resolution of these comorbidities. Enhancing pro-resolution effects of T cells may have a major impact to treat patients with comorbid persistent pain and depression.
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Affiliation(s)
- Geoffroy Laumet
- Laboratories of Neuroimmunology, Department of Symptom Research, The University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
| | - Jules D Edralin
- Laboratories of Neuroimmunology, Department of Symptom Research, The University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
| | - Robert Dantzer
- Laboratories of Neuroimmunology, Department of Symptom Research, The University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
| | - Cobi J Heijnen
- Laboratories of Neuroimmunology, Department of Symptom Research, The University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
| | - Annemieke Kavelaars
- Laboratories of Neuroimmunology, Department of Symptom Research, The University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
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14
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Physical Activity After Breast Cancer Surgery: Does Depression Make Exercise Feel More Effortful than It Actually Is? Int J Behav Med 2019; 26:237-246. [PMID: 30820922 DOI: 10.1007/s12529-019-09778-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Prior to treatment, breast cancer patients are less physically fit compared to peers; during cancer treatment, their fitness typically declines. Depressive symptoms are associated with reduced activity up to 5 years post-treatment, but research has not identified mechanisms linking depression and lower activity. The current study assessed relationships among breast cancer patients' depression and perceived exertion during exercise as well as heart rate, an objective indicator of exertion. METHODS Participants were 106 breast cancer patients, stages I-IIIA, who completed surgery but had not started adjuvant treatment. Heart rate and self-rated exertion, measured using the Borg Scale of Perceived Exertion, were assessed every 2 min during a graded exercise test. Depression was assessed using the CES-D and a structured clinical interview. RESULTS Compared to women below the CES-D clinical cutoff, women with significant depressive symptoms reported steeper increases in exertion during the exercise test (p = .010) but had similar heart rates (p = .224) compared to women below the cutoff. Major depression history was unrelated to perceived exertion (ps > .224) and heart rate (ps > .200) during exercise. CONCLUSIONS Women with currently elevated depressive symptoms experienced exercise as more difficult compared to women below the CES-D cutoff, but these self-perceptions did not reflect actual heart rate differences. Depression may make exercise feel more demanding, which could ultimately decrease patients' likelihood of engaging in regular exercise. Results support the use of depression screening tools following breast cancer surgery to identify and intervene on individuals at risk for decreased physical activity during survivorship.
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15
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Ng TS. Racial differences in experimental pain sensitivity and conditioned pain modulation: a study of Chinese and Indians. J Pain Res 2019; 12:2193-2200. [PMID: 31410053 PMCID: PMC6643485 DOI: 10.2147/jpr.s197803] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 05/29/2019] [Indexed: 11/23/2022] Open
Abstract
Background: Substantial literature has demonstrated racial differences in pain perception and endogenous pain modulation is proposed to be a mechanism for the racial differences. Although Indians in Singapore reported higher pain severity than Chinese, the only study on racial difference in experimental pain response in Singapore did not find any difference between the two racial groups. Purpose: The aim of this study was to investigate pain sensitivity and conditioned pain modulation in Chinese and Indians in Singapore. Patients and methods: Sixty age-and sex-matched (30 Chinese 50% female, 30 Indian, 50% female) healthy adults participated in this study. Pressure pain threshold, thermal pain threshold and cold pain tolerance were measured. Conditioned pain modulation, general self-efficacy and depression were also tested, in an attempt to assess endogenous pain inhibition and psychological presentation between the two groups. Results: No difference in pain thresholds was found between the two groups. Indians demonstrated less cold pain tolerance and less efficacious conditioned pain modulation than Chinese. Conditioned pain modulation was a mediator between race and cold pain tolerance. Conclusion: These findings of racial disparities in pain tolerance and endogenous pain inhibition could possibly contribute to the higher pain severity in Indians.
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Affiliation(s)
- Tze Siong Ng
- Department of Rehabilitation, Physiotherapy Section, National University Hospital, Singapore, Singapore
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16
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Morsy NE, Farrag NS, Zaki NFW, Badawy AY, Abdelhafez SA, El-Gilany AH, El Shafey MM, Pandi-Perumal SR, Spence DW, BaHammam AS. Obstructive sleep apnea: personal, societal, public health, and legal implications. REVIEWS ON ENVIRONMENTAL HEALTH 2019; 34:153-169. [PMID: 31085749 DOI: 10.1515/reveh-2018-0068] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Accepted: 02/22/2019] [Indexed: 06/09/2023]
Abstract
Introduction Obstructive sleep apnea (OSA) is a widely prevalent sleep-related breathing disorder, which leads to several life-threatening diseases. OSA has systemic effects on various organ systems. Untreated OSA is associated with long-term health consequences including hypertension, heart disease, diabetes, depression, metabolic disorders, and stroke. In addition, untreated OSA is reported to be associated with cognitive dysfunction, impaired productivity at the workplace and in an increased risk of motor vehicle accidents (MVAs) resulting in injury and fatality. Other consequences of OSA include, but are not limited to, impaired vigilance, daytime somnolence, performance deficits, morning headaches, mood disturbances, neurobehavioral impairments, and general malaise. Additionally, OSA has become an economic burden on most health systems all over the world. Many driving license regulations have been developed to reduce MVAs among OSA patients. Methods Studies of the personal, societal, public health, and legal aspects of OSA are reviewed. Data were collected through the following databases: MEDLINE, Google Scholar, Scopus, SAGE Research Methods, and ScienceDirect. Conclusion OSA leads to worsening of patients' personal relationships, decreasing work productivity, and increasing occupational accidents as well as MVAs. The costs of undiagnosed and untreated OSA to healthcare organizations are excessive. Thus, proper management of OSA will benefit not only the patient but will also provide widespread benefits to the society as a whole.
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Affiliation(s)
- Nesreen E Morsy
- Department of Pulmonary Medicine, Faculty of Medicine, Mansoura University, Mansoura, Egypt
- Mansoura University Sleep Center, Mansoura, Egypt
| | - Nesrine S Farrag
- Public Health and Preventive Medicine, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Nevin F W Zaki
- Assistant Professor of Psychiatry, Department of Psychiatry, Faculty of Medicine, Mansoura University, P.O. Box 36551, Gomhoria Street, Mansoura 35511, Egypt
- Mansoura University Sleep Center, Mansoura, Egypt, E-mail:
| | - Ahmad Y Badawy
- Department of Pulmonary Medicine, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Sayed A Abdelhafez
- Department of Pulmonary Medicine, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Abdel-Hady El-Gilany
- Public Health and Preventive Medicine, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | | | | | | | - Ahmed S BaHammam
- The University Sleep Disorders Center, Department of Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
- Strategic Technologies Program of the National Plan for Sciences, Technology, and Innovation, Riyadh, Saudi Arabia
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17
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Krause D, Kirnich VB, Stapf TM, Hennings A, Riemer S, Riedel M, Schmidmaier R, Gil FP, Rief W, Schwarz MJ. Values of Cytokines and Tryptophan Metabolites over a 12 Weeks Time Course in Patients with Depression and Somatoform Disorder. CLINICAL PSYCHOPHARMACOLOGY AND NEUROSCIENCE 2019; 17:34-42. [PMID: 30690938 PMCID: PMC6361033 DOI: 10.9758/cpn.2019.17.1.34] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Revised: 08/31/2017] [Accepted: 10/24/2017] [Indexed: 12/24/2022]
Abstract
Objective Previous studies have suggested alterations in the kynurenine pathway as a major link between cytokine and neurotransmitter abnormalities in psychiatric disorders. Most of these studies used a cross-sectional case-control study design. However, knowledge is still lacking regarding the stability over time of kynurenine pathway metabolites and the functionally related cytokines. Therefore, we studied the stability of cytokines and tryptophan (TRP) parameters over a period of 12 weeks. Methods A total of 117 participants-39 with major depression, 27 with somatoform disorder, and 51 healthy controls were enrolled. Four evaluations, including blood withdrawal and psychometric testing, were performed over a period of 12 weeks. We used ELISA to measure interleukin (IL)-6, IL-1 receptor antagonist (RA) and tumor necrosis factor α (TNF α). High-performance liquid chromatography was used to analyze neurotransmitter variables, i.e. TRP, 5-hydroxyindoleacetic acid (5-HIAA), kynurenine (KYN), 3-OH-kynurenine (3-HK), and kynurenic acid (KYNA). Results We found no significant fluctuations of TRP, its metabolites (5-HIAA, KYN, KYNA, and 3-HK), or the cytokines (IL-1RA, IL-6, and TNF α) in any of the groups over the 12 weeks. Conclusion To our knowledge, this is the first longitudinal study performed in psychiatric patients to verify the stability and consequently the reliability of the biological parameters we investigated. Our data indicate that TRP metabolites and cytokines are reliable biological parameters in psychiatric research because they do not fluctuate significantly over time.
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Affiliation(s)
- Daniela Krause
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Germany
| | - Verena B Kirnich
- Department of Laboratory Medicine, Ludwig Maximilians University, Munich, Germany
| | - Theresa M Stapf
- Department of Laboratory Medicine, Ludwig Maximilians University, Munich, Germany
| | - Anika Hennings
- Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Marburg, Germany
| | - Sabine Riemer
- Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Marburg, Germany
| | - Michael Riedel
- Department of Laboratory Medicine, Ludwig Maximilians University, Munich, Germany
| | - Ralf Schmidmaier
- Department of Hematology and Oncology, Ludwig Maximilians University, Munich, Germany
| | | | - Winfried Rief
- Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Marburg, Germany
| | - Markus J Schwarz
- Department of Laboratory Medicine, Ludwig Maximilians University, Munich, Germany
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Sethi R, Gómez-Coronado N, Walker AJ, Robertson OD, Agustini B, Berk M, Dodd S. Neurobiology and Therapeutic Potential of Cyclooxygenase-2 (COX-2) Inhibitors for Inflammation in Neuropsychiatric Disorders. Front Psychiatry 2019; 10:605. [PMID: 31551825 PMCID: PMC6738329 DOI: 10.3389/fpsyt.2019.00605] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 07/30/2019] [Indexed: 12/15/2022] Open
Abstract
Neuropsychiatric disorders, such as depression, bipolar disorder, schizophrenia, obsessive-compulsive disorder, and neurodevelopmental disorders such as autism spectrum disorder, are associated with significant illness burden. Accumulating evidence supports an association between these disorders and inflammation. Consequently, anti-inflammatory agents, such as the cyclooxygenase-2 inhibitors, represent a novel avenue to prevent and treat neuropsychiatric illness. In this paper, we first review the role of inflammation in psychiatric pathophysiology including inflammatory cytokines' influence on neurotransmitters, the hypothalamic-pituitary-adrenal axis, and microglial mechanisms. We then discuss how cyclooxygenase-2-inhibitors influence these pathways with potential therapeutic benefit, with a focus on celecoxib, due to its superior safety profile. A search was conducted in PubMed, Embase, and PsychINFO databases, in addition to Clinicaltrials.gov and the Stanley Medical Research Institute trial registries. The results were presented as a narrative review. Currently available outcomes for randomized controlled trials up to November 2017 are also discussed. The evidence reviewed here suggests cyclooxygenase-2 inhibitors, and in particular celecoxib, may indeed assist in treating the symptoms of neuropsychiatric disorders; however, further studies are required to assess appropriate illness stage-related indication.
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Affiliation(s)
- Rickinder Sethi
- Department of Psychiatry, Western University, London, ON, Canada
| | - Nieves Gómez-Coronado
- Unidad de Gestión Clinica Salud Mental, Hospital Universitario Virgen del Rocio, Sevilla, Spain
| | - Adam J Walker
- IMPACT Strategic Research Centre, Deakin University, Geelong, VIC, Australia
| | - Oliver D'Arcy Robertson
- IMPACT Strategic Research Centre, Deakin University, Geelong, VIC, Australia.,University Hospital Geelong, Barwon Health, Geelong, VIC, Australia
| | - Bruno Agustini
- IMPACT Strategic Research Centre, Deakin University, Geelong, VIC, Australia
| | - Michael Berk
- IMPACT Strategic Research Centre, Deakin University, Geelong, VIC, Australia.,University Hospital Geelong, Barwon Health, Geelong, VIC, Australia.,Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia.,Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, VIC, Australia.,Department of Psychiatry, Florey Institute of Neuroscience and Mental Health, Parkville, VIC, Australia
| | - Seetal Dodd
- IMPACT Strategic Research Centre, Deakin University, Geelong, VIC, Australia.,University Hospital Geelong, Barwon Health, Geelong, VIC, Australia.,Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia.,Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, VIC, Australia
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Wang J, Jia Y, Li G, Wang B, Zhou T, Zhu L, Chen T, Chen Y. The Dopamine Receptor D3 Regulates Lipopolysaccharide-Induced Depressive-Like Behavior in Mice. Int J Neuropsychopharmacol 2018; 21:448-460. [PMID: 29390063 PMCID: PMC5932470 DOI: 10.1093/ijnp/pyy005] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 01/26/2018] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The altered expression and function of dopamine receptor D3 (D3R) in patients and animal models have been correlated with depression disease severity. However, the morphological alterations and biological effects of D3R in the brain after inflammation-induced depressive-like behavior remain elusive. METHODS In the present study, we ascertained the changes of D3R expression in the brain regions after depressive-like behavior induced by peripheral administration of lipopolysaccharide (LPS). Protein levels of proinflammatory cytokines, brain-derived neurotrophic factor (BDNF), and extracellular signal-regulated kinase (ERK1/2)-cAMP-response element-binding protein (CREB) signaling pathway after activation or inhibition of D3R in the brain of depressive mice were also investigated. RESULTS LPS caused a significant reduction of D3R in the ventral tegmental area (VTA), medial prefrontal cortex (mPFC), and nucleus accumbens (NAc), which are areas related to the mesolimbic dopaminergic system. Pretreatment with pramipexole (PPX), a preferential D3R agonist, showed antidepressant effects on LPS-induced depression-like behavior through preventing changes in LPS-induced proinflammatory cytokines (tumour necrosis factor-α, interleukin-1β, and interleukin-6), BDNF, and ERK1/2-CREB signaling pathway in the VTA and NAc. In opposition, treatment with a D3R selective antagonist NGB 2904 alone made mice susceptible to depression-like effects and caused changes in accordance with the LPS-induced alterations in proinflammatory cytokines, BDNF, and the ERK1/2-CREB signaling pathway in the mPFC and NAc. CONCLUSIONS These findings provide a relevant mechanism for D3R in LPS-induced depressive-like behavior via its mediation of proinflammatory cytokines and potential cross-effects between BDNF and the ERK1/2-CREB signaling pathway.
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Affiliation(s)
- Jing Wang
- Department of Immunology and Pathogenic Biology, College of Basic Medicine, Xi’an Jiaotong University Health Science Center, Xi’an, China
| | - Yuwei Jia
- Department of Immunology and Pathogenic Biology, College of Basic Medicine, Xi’an Jiaotong University Health Science Center, Xi’an, China
| | - Guodong Li
- Department of Immunology and Pathogenic Biology, College of Basic Medicine, Xi’an Jiaotong University Health Science Center, Xi’an, China
| | - Biao Wang
- Department of Immunology and Pathogenic Biology, College of Basic Medicine, Xi’an Jiaotong University Health Science Center, Xi’an, China
| | - Ting Zhou
- Department of Laboratory Medicine, The Second Affiliated Hospital, Xi’an Jiaotong University Health Science Center, Xi’an, China
| | - Li Zhu
- Forensic Medicine College of Xi’an Jiaotong University, Key Laboratory of the Health Ministry for Forensic Medicine, Xi’an, China
| | - Teng Chen
- Forensic Medicine College of Xi’an Jiaotong University, Key Laboratory of the Health Ministry for Forensic Medicine, Xi’an, China
| | - Yanjiong Chen
- Department of Immunology and Pathogenic Biology, College of Basic Medicine, Xi’an Jiaotong University Health Science Center, Xi’an, China,Forensic Medicine College of Xi’an Jiaotong University, Key Laboratory of the Health Ministry for Forensic Medicine, Xi’an, China,Correspondence: Yanjiong Chen, PhD, Department of Immunology and Pathogenic Biology, College of Basic Medicine, Xi’an Jiaotong University Health Science Center, Xi’an 710061, China ()
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20
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Krause D, Stapf TM, Kirnich VB, Hennings A, Riemer S, Chrobok A, Fries DR, Pedrosa Gil F, Rief W, Schwarz MJ, Schmidmaier R. Stability of Cellular Immune Parameters over 12 Weeks in Patients with Major Depression or Somatoform Disorder and in Healthy Controls. Neuroimmunomodulation 2018; 25:7-17. [PMID: 29895009 DOI: 10.1159/000488353] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Accepted: 03/01/2018] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Cellular immune status in major depression (MD) patients differs from that in somatoform disorder (SFD) patients and healthy controls (HC). It is still questionable whether the patterns of immune parameters remain stable over time. Therefore, we studied lymphocyte and monocyte cell counts and neopterin levels in peripheral blood of MD and SFD patients and HC over 12 weeks and tested for correlations between biochemical and psychometric parameters. METHODS Thirty-nine patients with MD, 27 with SFD, and 51 HC were recruited. Peripheral blood was drawn at four visits, at 4-week intervals. We assessed the total cell count of B lymphocytes, natural killer (NK) cells, T lymphocyte subpopu-lations, and monocytes by flow cytometry, and neopterin serum levels by ELISA. Psychometric parameters were measured with questionnaires. RESULTS Counts of lymphocytes, monocytes, and neopterin were stable in the SFD and HC groups. In the MD group, total CD3+, CD3+CD8+, NK cells, and CD3+CD25+ T cells showed inhomogeneous variances in Friedman tests, particularly in females. Neopterin correlated with depressed mood in MD patients, and with body mass index in HC. CONCLUSIONS Cellular immune parameters are stable in HC and SFD. Our results may indicate influences of MD and gender on some cellular immune parameters. This may need to be considered in future immunological studies.
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Affiliation(s)
- Daniela Krause
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Theresa M Stapf
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Verena B Kirnich
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Anika Hennings
- Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Marburg, Germany
| | - Sabine Riemer
- Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Marburg, Germany
| | - Agnieszka Chrobok
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Daniel R Fries
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | | | - Winfried Rief
- Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Marburg, Germany
| | - Markus J Schwarz
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Ralf Schmidmaier
- Department of Hematology and Oncology, Medizinische Klinik Innenstadt, Klinikum der LMU, Munich, Germany
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21
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Bagnato G, Cordova F, Sciortino D, Miceli G, Bruno A, Ferrera A, Sangari D, Coppolino G, Muscatello MRA, Pandolfo G, Zoccali RA, Roberts WN. Association between cortisol levels and pain threshold in systemic sclerosis and major depression. Rheumatol Int 2017; 38:433-441. [PMID: 29086069 DOI: 10.1007/s00296-017-3866-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Accepted: 10/25/2017] [Indexed: 01/26/2023]
Abstract
Pain perception and threshold show complex interactions with the inflammatory, psychiatric and neuroendocrine stimuli. This study aims to test whether lower serum cortisol levels are associated with lower pain thresholds and higher degree of depression in systemic sclerosis (SSc) and major depression with atypical features (MD-AF) patients compared to controls. 180 female subjects (SSc = 60, MD-AF = 60, healthy controls = 60) participated in this observational, cross-sectional, parallel group study. Pressure pain threshold (PPT) was assessed in three anatomical sites: nail bed (NB), metacarpophalangeal joint (MCP) and quadriceps muscle (QDR). Depressive symptoms were evaluated using the Beck Depression Inventory (BDI) scale and morning serum cortisol levels were collected. In SSc patients, quality of life was measured through the Health Assessment Questionnaire (HAQ-DI) and the scleroderma-specific visual analogue scales (scleroderma-VAS). Lower PPT scores (NB 4.42 ± 1.6; MCP 4.66 ± 1.4; QDR 4.79 ± 1.5) were observed in SSc patients compared to both MD-AF (NB 7.33 ± 2.2; MCP 6.01 ± 1.9; QDR 6.31 ± 1.6; p < 0.005) and controls (NB 9.57 ± 2; MCP 7.9 ± 2.1 and QDR 8.43 ± 2.1; p < 0.0001), while MD-AF patients had lower PPT scores compared to controls (p < 0.0001). SSc patients had also lower serum cortisol levels compared to MD-AF patients (8.78 vs 13.6 μg/dl; p < 0.05). A direct correlation was observed between serum cortisol and PPT scores both in SSc (r 2 for NB 0.29; for MCP 0.25; for QDR 0.27) and in MD-AF (r 2 for NB 0.34; for MCP 0.25; for QDR 0.47; p < 0.05), while depressive symptoms negatively correlated with serum cortisol (r 2 for NB 0.34; for MCP 0.17; for QDR 0.15) and in MD-AF (r 2 for NB 0.19; for MCP 0.31; for QDR 0.30; p < 0.05). Among SSc patients, those with serum cortisol levels below the normal range (n = 16) had higher BDI scores (15, 6-21 vs 9, 2-15; p < 0.005), lower PPTs (NB 4 ± 1.4 vs 4.9 ± 0.9; MCP 4.1 ± 0.8 vs 4.8 ± 0.9; QDR 4.1 ± 1.2 vs 5 ± 0.9; p < 0.005) and higher HAQ-DI (1.25, 0.25-2 vs 0.75, 0-1.25; p < 0.05) and scleroderma-VAS scores (VAS overall severity 7, 5.5-9.5 vs 4.5, 2.5-6; p < 0.05). The effect of cortisol serum levels upon pain mechanism, in chronic inflammatory conditions warrants longitudinal studies to detect treatable variations in pain thresholds, depressive symptoms and to improve quality of life.
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Affiliation(s)
- Gianluca Bagnato
- Division of Rheumatology, Department of Clinical and Experimental Medicine, University of Messina, Via Consolare Valeria n°1, 98100, Messina, Italy.
| | - Francesca Cordova
- Division of Psychiatry, Department of Neuroscience, University of Messina, Messina, Italy
| | - Davide Sciortino
- Division of Rheumatology, Department of Clinical and Experimental Medicine, University of Messina, Via Consolare Valeria n°1, 98100, Messina, Italy
| | - Giovanni Miceli
- Division of Rheumatology, Department of Clinical and Experimental Medicine, University of Messina, Via Consolare Valeria n°1, 98100, Messina, Italy
| | - Antonio Bruno
- Division of Psychiatry, Department of Neuroscience, University of Messina, Messina, Italy
| | - Antonino Ferrera
- Division of Rheumatology, Department of Clinical and Experimental Medicine, University of Messina, Via Consolare Valeria n°1, 98100, Messina, Italy
| | - Donatella Sangari
- Division of Rheumatology, Department of Clinical and Experimental Medicine, University of Messina, Via Consolare Valeria n°1, 98100, Messina, Italy
| | - Giovanni Coppolino
- Division of Rheumatology, Department of Clinical and Experimental Medicine, University of Messina, Via Consolare Valeria n°1, 98100, Messina, Italy
| | - Maria R A Muscatello
- Division of Psychiatry, Department of Neuroscience, University of Messina, Messina, Italy
| | - Gianluca Pandolfo
- Division of Psychiatry, Department of Neuroscience, University of Messina, Messina, Italy
| | - Rocco A Zoccali
- Division of Psychiatry, Department of Neuroscience, University of Messina, Messina, Italy
| | - William N Roberts
- Division of Rheumatology, Department of Medicine, University of Louisville, Kentucky, USA
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Ahn H, Weaver M, Lyon D, Choi E, Fillingim RB. Depression and Pain in Asian and White Americans With Knee Osteoarthritis. THE JOURNAL OF PAIN 2017; 18:1229-1236. [PMID: 28619697 PMCID: PMC5661986 DOI: 10.1016/j.jpain.2017.05.007] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2017] [Revised: 05/05/2017] [Accepted: 05/25/2017] [Indexed: 11/25/2022]
Abstract
Few studies have examined the underlying psychosocial mechanisms of pain in Asian Americans. Using the biopsychosocial model, we sought to determine whether variations in depression contribute to racial group differences in symptomatic knee osteoarthritis pain between Asian Americans and non-Hispanic white Americans. The sample consisted of 100 participants, including 50 Asian Americans (28 Korean Americans, 9 Chinese Americans, 7 Japanese Americans, 5 Filipino Americans, and 1 Indian American) and 50 age- and sex-matched non-Hispanic white Americans with symptomatic knee osteoarthritis pain. The Centers for Epidemiologic Studies Depression Scale was used to assess symptoms of depression, and the Western Ontario and McMaster Universities Osteoarthritis Index and the Graded Chronic Pain Scale were used to measure clinical pain. In addition, quantitative sensory testing was used to measure experimental sensitivity to heat- and mechanically-induced pain. The results indicated that higher levels of depression in Asian Americans may contribute to greater clinical pain and experimental pain sensitivity. These findings add to the growing literature regarding ethnic and racial differences in pain and its associated psychological conditions, and additional research is warranted to strengthen these findings. PERSPECTIVE This article shows the contribution of depression to clinical pain and experimental pain sensitivity in Asian Americans with knee osteoarthritis. Our results suggest that Asian Americans have higher levels of depressive symptoms and that depression plays a relevant role in greater clinical pain and experimental pain sensitivity in Asian Americans.
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Affiliation(s)
- Hyochol Ahn
- The University of Texas Health Science Center at Houston, School of Nursing, Department of Nursing Systems, Houston, Texas.
| | - Michael Weaver
- University of Florida College of Nursing, Department of Behavioral Nursing Science, Gainesville, Florida
| | - Debra Lyon
- University of Florida College of Nursing, Department of Behavioral Nursing Science, Gainesville, Florida
| | - Eunyoung Choi
- The University of Texas Health Science Center at Houston, School of Nursing, Department of Nursing Systems, Houston, Texas
| | - Roger B Fillingim
- University of Florida Pain Research and Intervention Center of Excellence, Gainesville, Florida
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23
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Liu CS, Adibfar A, Herrmann N, Gallagher D, Lanctôt KL. Evidence for Inflammation-Associated Depression. Curr Top Behav Neurosci 2017; 31:3-30. [PMID: 27221622 DOI: 10.1007/7854_2016_2] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
This chapter explores the evidence supporting inflammation-associated depression. Data to date suggest a bidirectional relationship between inflammation and depression wherein one process can drive the other. A wealth of animal and clinical studies have demonstrated an association between concentrations of pro-inflammatory cytokines - specifically interleukin (IL)-1β, IL-6, and tumor necrosis factor-α - and depressive symptoms. There is also evidence that this pro-inflammatory state is accompanied by aberrant inflammation-related processes including platelet activation factor hyperactivity, oxidative and nitrosative stress, and damage to mitochondria. These complex and interrelated mechanisms can collectively contribute to negative neurobiological outcomes that may, in part, underlie the etiopathology of depression. Mounting evidence has shown a concomitant reduction in both depressive symptoms and pro-inflammatory cytokine concentrations following treatment with pharmacological anti-inflammatory interventions. Taken together, the reviewed preclinical and clinical findings may suggest the existence of a distinct inflammatory subtype of depression in which these patients exhibit unique biochemical and clinical features and may potentially experience improved clinical outcomes with inflammation-targeted pharmacotherapy.
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Affiliation(s)
- Celina S Liu
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada.,Neuropsychopharmacology Research Group, Hurvitz Brain Sciences Program Sunnybrook Research Institute, Toronto, ON, Canada
| | - Alexander Adibfar
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada.,Neuropsychopharmacology Research Group, Hurvitz Brain Sciences Program Sunnybrook Research Institute, Toronto, ON, Canada
| | - Nathan Herrmann
- Neuropsychopharmacology Research Group, Hurvitz Brain Sciences Program Sunnybrook Research Institute, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Damien Gallagher
- Neuropsychopharmacology Research Group, Hurvitz Brain Sciences Program Sunnybrook Research Institute, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Krista L Lanctôt
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada. .,Neuropsychopharmacology Research Group, Hurvitz Brain Sciences Program Sunnybrook Research Institute, Toronto, ON, Canada. .,Department of Psychiatry, University of Toronto, Toronto, ON, Canada. .,Sunnybrook Health Sciences Centre, 2075 Bayview Ave., Room FG 08, Toronto, ON, Canada, M4N 3M5.
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24
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Euteneuer F, Dannehl K, Del Rey A, Engler H, Schedlowski M, Rief W. Peripheral Immune Alterations in Major Depression: The Role of Subtypes and Pathogenetic Characteristics. Front Psychiatry 2017; 8:250. [PMID: 29218020 PMCID: PMC5703704 DOI: 10.3389/fpsyt.2017.00250] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Accepted: 11/09/2017] [Indexed: 01/20/2023] Open
Abstract
Depression has been associated with peripheral inflammatory processes and alterations in cellular immunity. Growing evidence suggests that immunological alterations may neither be necessary nor sufficient to induce depression in general, but seem to be associated with specific features. Using baseline data from the Outcome of Psychological Interventions in Depression trial, this exploratory study examines associations between depression subtypes and pathogenetic characteristics (i.e., melancholic vs non-melancholic depression, chronic vs non-chronic depression, age of onset, cognitive-affective and somatic symptom dimensions) with plasma levels of C-reactive protein (CRP), interleukin (IL)-6, IL-10, and numbers of leukocyte subpopulations in 98 patients with major depression (MD) and 30 age and sex-matched controls. Patients with MD exhibited higher CRP levels, higher neutrophil and monocyte counts, lower IL-10 levels, and an increased neutrophil to lymphocyte ratio (NLR) than controls. Patient with later age of onset had higher levels of two inflammatory markers (CRP, NLR) and lower cytotoxic T cell counts after adjusting for sociodemographics, lifestyle factors, and antidepressants. Furthermore, lower anti-inflammatory IL-10 levels were related to more severe somatic depressive symptoms. These results confirm and extend previous findings suggesting that increased levels of CRP are associated with a later onset of depression and demonstrate that also NLR as a subclinical inflammatory marker is related to a later onset of depression.
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Affiliation(s)
- Frank Euteneuer
- Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Marburg, Germany
| | - Katharina Dannehl
- Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Marburg, Germany
| | - Adriana Del Rey
- Research Group Immunophysiology, Division of Neurophysiology, Institute of Physiology and Pathophysiology, Philipps University of Marburg, Marburg, Germany
| | - Harald Engler
- Institute of Medical Psychology and Behavioral Immunobiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Manfred Schedlowski
- Institute of Medical Psychology and Behavioral Immunobiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany.,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Winfried Rief
- Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Marburg, Germany
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25
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Kayhan F, Gündüz Ş, Ersoy SA, Kandeğer A, Annagür BB. Relationships of neutrophil-lymphocyte and platelet-lymphocyte ratios with the severity of major depression. Psychiatry Res 2017; 247:332-335. [PMID: 27978453 DOI: 10.1016/j.psychres.2016.11.016] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Revised: 07/27/2016] [Accepted: 11/06/2016] [Indexed: 12/31/2022]
Abstract
We aimed to evaluate the neutrophil-lymphocyte (NLR) and platelet-lymphocyte (PLR) ratios of inpatients and outpatients suffering from different levels of major depression. In total, 100 inpatients and 60 patients treated at an outpatient clinic were included the study. The presence of mood and anxiety disorders was identified with the Structured Clinical Interview for the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition/Clinical Version, and the Hamilton Depression Rating Scale was used to assess the severity of major depression (MD). Inpatients and outpatients with MD did not differ in NLR or PLR. The PLRs of patients who had severe major depression with psychotic features were higher than those of patients with other types of depression, but no differences in NLRs were detected across types of depression. The PLRs were higher in patients with severe levels of major depression with psychotic features than in other patients. This parameter may be more predictive than is NLR for assessing the prognosis of major depression.
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Affiliation(s)
- Fatih Kayhan
- Department of Psychiatry, Selcuk University, Faculty of Medicine, Konya, Turkey.
| | - Şule Gündüz
- Department of Psychiatry, Selcuk University, Faculty of Medicine, Konya, Turkey.
| | - Sevde Afife Ersoy
- Department of Child and Adolescent Psychiatry, Selcuk University, Faculty of Medicine, Konya, Turkey
| | - Ali Kandeğer
- Department of Psychiatry, Selcuk University, Faculty of Medicine, Konya, Turkey.
| | - Bilge Burçak Annagür
- Department of Psychiatry, Selcuk University, Faculty of Medicine, Konya, Turkey.
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26
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Thompson T, Correll CU, Gallop K, Vancampfort D, Stubbs B. Is Pain Perception Altered in People With Depression? A Systematic Review and Meta-Analysis of Experimental Pain Research. THE JOURNAL OF PAIN 2016; 17:1257-1272. [PMID: 27589910 DOI: 10.1016/j.jpain.2016.08.007] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Revised: 08/02/2016] [Accepted: 08/10/2016] [Indexed: 12/23/2022]
Abstract
Although clinical studies suggest depressed patients may be more vulnerable to pain, experimental research is equivocal. This meta-analysis aimed to clarify whether depression is associated with altered pain perception in response to noxious stimulation and to identify factors that might influence this association. A search of major electronic databases was conducted to identify experimental studies investigating pain response in depressed participants versus healthy control participants using established pain outcome measures. Random effects meta-analysis of standardized mean differences was conducted on data from 32 studies (N = 1,317). For high-intensity noxious stimulation, overall pain tolerance was similar across depressed and control groups (Hedges g = .09, P = .71, studies = 10). For low-intensity stimulation, a small, but statistically significant higher mean sensory threshold (g = .35, P = .01, studies = 9) and pain threshold (g = .32, P = .02, studies = 25) was observed in depressed participants, suggesting diminished pain. However, considerable heterogeneity in the direction and magnitude of effects was observed, indicating a likely condition-specific effect of depression on pain. Subgroup analysis found that pain threshold/tolerance was increased in depression for exteroceptive (cutaneous) stimulation but decreased for interoceptive (ischemic) stimulation, but that substantial heterogeneity remained. Overall, results provide some support for altered pain processing in depression, but suggest this link is dependent upon modality and additional, unidentified factors. PERSPECTIVE This meta-analysis of experimental studies suggests potential effects of depression on pain perception are variable and likely to depend upon multiple factors. The contrasting pattern for ischemic versus other noxious stimuli suggests that stimulus modality is a key factor, which could help explain discrepancies across clinical and experimental findings.
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Affiliation(s)
- Trevor Thompson
- Faculty of Education and Health, University of Greenwich, London, United Kingdom.
| | - Christoph U Correll
- Zucker Hillside Hospital, Long Island Jewish Medical Center, Glen Oaks, New York
| | | | - Davy Vancampfort
- UPC Z.org, KU Leuven, Kortenberg, Belgium; Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | - Brendon Stubbs
- Physiotherapy Department, South London and Maudsley NHS Foundation Trust, London, United Kingdom; Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
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27
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Khawaja IS, Kazaglis L, Hashmi A, Khurshid KA, Eiken C, Hurwitz TD. Obstructive Sleep Apnea and Depression: A Review. Psychiatr Ann 2016. [DOI: 10.3928/00485713-20160125-02] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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28
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Girard M, Labrunie A, Marin B, Malauzat D. Experimental pain sensitivity in subjects with major depression: Many pain complaints without hypersensitivity. Int J Psychiatry Med 2015; 50:219-37. [PMID: 26347542 DOI: 10.1177/0091217415605039] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Patients with major depression frequently complain of pain, but conflicting data exist concerning their changes in pain sensitivity. This study aimed at comparing the sensitivity to moderate controlled pain between subjects presenting a major depressive episode (isolated and recurrent depressive episodes or a bipolar disorder), controls, and subjects with schizophrenia from a previous study. METHOD Pain sensitivity was assessed obtaining the visual analog scale (VAS) rating for the application of a 160 kPa pre-fixed pressure (fpVAS), the pressure corresponding to a VAS score of 3, and the time required to achieve a VAS score of 3 during ischemia induction. The effects of depression intensity, alexithymia, current and past general pain, and of six weeks of antidepressant treatment on fpVAS were investigated. RESULTS The results did not differ significantly between the depressed groups and the controls, without any effect of depression intensity. Presence of long-lasting pain and current pain felt on the day of testing correlated with fpVAS. The subjects of the depressed group were less sensitive than subjects with schizophrenia. FpVAS was significantly lower before and after antidepressant treatment in the subjects presenting clinical improvement. CONCLUSIONS No difference in experimental pain sensitivity and expression between major depressive episode subjects and controls, in opposite to pain complaints, is to be detected. The changes in the sensation of pain routinely attributed to subjects presenting depression may result from changes in a differential processing of pain signals, not in relation with the depression intensity, or the kind of depressive disorder.
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Affiliation(s)
- Murielle Girard
- Département Recherche et Développement, Centre Hospitalier Esquirol, Limoges, France
| | - Anaïs Labrunie
- CHU Limoges, Unité Fonctionnelle de Recherche Clinique et de Biostatistique, Limoges, France
| | - Benoît Marin
- CHU Limoges, Unité Fonctionnelle de Recherche Clinique et de Biostatistique, Limoges, France
| | - Dominique Malauzat
- Département Recherche et Développement, Centre Hospitalier Esquirol, Limoges, France
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29
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Cumulative meta-analysis of interleukins 6 and 1β, tumour necrosis factor α and C-reactive protein in patients with major depressive disorder. Brain Behav Immun 2015; 49:206-15. [PMID: 26065825 PMCID: PMC4566946 DOI: 10.1016/j.bbi.2015.06.001] [Citation(s) in RCA: 750] [Impact Index Per Article: 83.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2015] [Revised: 05/28/2015] [Accepted: 06/01/2015] [Indexed: 12/15/2022] Open
Abstract
Cumulative meta-analyses are used to evaluate the extent to which further studies are needed to confirm or refute a hypothesis. We used this approach to assess observational evidence on systemic inflammation in individuals with major depressive disorder. We identified 58 studies of four common inflammatory markers in a literature search of PubMed, Embase and PsychInfo databases in May 2014. Pooled data from the earliest eight studies already showed an association between interleukin-6 concentrations and major depression; 23 more recent studies confirmed this finding (d=0.54, p<0.0001). A significant association between C-reactive protein levels and major depression was noted after 14 studies and this did not change after addition of six more studies (d=0.47, p<0.0001). For these two inflammatory markers, there was moderate heterogeneity in study-specific estimates, subgroup differences were small, and publication bias appeared to be an unlikely explanation for the findings. Sensitivity analyses including only high-quality studies and subjects free of antidepressant medication further verified the associations. While there was a link between tumour necrosis factor-α levels and major depression (d=0.40, p=0.002), the cumulative effect remained uncertain due to the extensive heterogeneity in study-specific estimates and inconsistencies between subgroups. No evidence was found for the association between interleukin-1β levels and major depression (d=-0.05, p=0.86). In conclusion, this cumulative meta-analysis confirmed higher mean levels of interleukin-6 and C-reactive protein in patients with major depression compared to non-depressed controls. No consistent association between tumour necrosis factor-α, interleukin-1β and major depression was observed. Future studies should clarify the specific immune mechanisms involved as well as continue testing anti-inflammatory therapies in patients suffering from major depression.
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30
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Furtado M, Katzman MA. Examining the role of neuroinflammation in major depression. Psychiatry Res 2015; 229:27-36. [PMID: 26187338 DOI: 10.1016/j.psychres.2015.06.009] [Citation(s) in RCA: 145] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Revised: 05/12/2015] [Accepted: 06/08/2015] [Indexed: 12/26/2022]
Abstract
Recent findings have established a connection between inflammation and major depression and specifically the role of the hypothalamic-pituitary-adrenal (HPA) axis in depression. This article reviews clinical and experimental studies examining the role of the HPA axis, HPA hyperactivity (resulting in increased cortisol levels), as well as the proinflammatory cytokines tumor necrosis factor, C-reactive protein, and the interleukins, in depressed patients. Similarly this paper will review data supporting increased cytokine levels in depression and specifically differential effects in treatment-resistant patients, as well as potentially distinguishing in particular depression subtypes. Understanding the role of the immune system and inflammation in patients with major depression is essential in order to develop efficacious treatments potentially targeting inflammation in relation to the depression in order to reduce patient symptomatology and comorbidities.
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Affiliation(s)
- Melissa Furtado
- START Clinic for Mood and Anxiety Disorders, Toronto, ON, Canada
| | - Martin A Katzman
- START Clinic for Mood and Anxiety Disorders, Toronto, ON, Canada; Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON, Canada; The Northern Ontario School of Medicine, Thunder Bay, ON, Canada; Department of Psychology, Lakehead University, Thunder Bay, ON, Canada; Adler Graduate Professional School, Toronto, ON, Canada.
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31
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Fonseka TM, McIntyre RS, Soczynska JK, Kennedy SH. Novel investigational drugs targeting IL-6 signaling for the treatment of depression. Expert Opin Investig Drugs 2015; 24:459-75. [PMID: 25585966 DOI: 10.1517/13543784.2014.998334] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
INTRODUCTION Elevated levels of IL-6 have been implicated in the pathophysiology and treatment of major depressive disorder (MDD). Convergent evidence suggests that IL-6 primarily mediates proinflammatory functions via the soluble IL-6 receptor/trans-signaling, and anti-inflammatory functions via a transmembrane receptor (IL-6R). A targeted approach to selectively inhibit IL-6 trans-signaling may offer putative antidepressant effects. AREAS COVERED This review addresses three primary domains. The first focuses on the biological role of IL-6 within inflammation and its signal transduction pathways. The second addresses the potential contributions of IL-6 to the pathophysiology of MDD, and the mechanisms that may mediate these effects. Finally, the article outlines the therapeutic benefits of incorporating anti-inflammatory properties into the pharmacological treatment of MDD, and proposes inhibition of IL-6 signaling as a viable treatment strategy. EXPERT OPINION To improve drug development for the treatment of MDD, there is a critical need to identify promising targets. Target identification will require guidance from a strategic framework such as The Research Domain Criteria, and convincing evidence relating known targets to brain function under both physiological and pathological conditions. Although current evidence provides rationale for administering anti-IL-6 treatments in MDD, further studies confirming safety, target affinity and therapeutic benefits are warranted.
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Affiliation(s)
- Trehani M Fonseka
- University of Toronto, University Health Network, Department of Psychiatry , 200 Elizabeth Street, 8-EN-238, Toronto, M5G 2C4, ON , Canada +1 416 340 3888 ; +1 416 340 4198 ;
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32
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ROY MADHUMITA, TAPADIA MADHUG, JOSHI SHOBHNA, KOCH BIPLOB. Molecular and genetic basis of depression. J Genet 2015; 93:879-92. [DOI: 10.1007/s12041-014-0449-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Abstract
Childhood adversity has frequently been related to a wide range of psychosomatic complaints in adulthood. The present study examined the relationship between different forms of childhood adversity and laboratory measures of pain. Heat pain tolerance and perceived heat pain intensity were measured in a community-based sample of 62 women (aged 20-64 years). Participants completed the Childhood Trauma Questionnaire (CTQ), which assesses five forms of childhood adversity: physical abuse, sexual abuse, emotional abuse, physical neglect, and emotional neglect. Somatic symptoms, depressive symptoms, and pain catastrophizing were assessed as potential mediators. Bivariate analyses indicated that emotional abuse but no other forms of childhood adversity were significantly related to decreased heat pain tolerance (r=-0.27; P<0.05). Accordingly, multiple regression analyses revealed that only emotional abuse was a significant predictor of heat pain tolerance (β=-0.62; P=0.034) when entering all CTQ subscales simultaneously. Although emotional abuse was also related to somatic symptoms, depressive symptoms, and pain catastrophizing, none of these variables mediated the relationship between childhood adversity and laboratory pain (P>0.1). No significant associations were found between any forms of childhood adversity and heat pain intensity. Our findings indicate that the severity of emotional childhood abuse is associated with decreased pain tolerance, an affective component of pain, but not with heat pain intensity, which has been described as a sensory component of pain.
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Affiliation(s)
- Karoline Pieritz
- Division of Clinical Psychology and Psychotherapy, Philipps University Marburg, Marburg, Germany
| | - Winfried Rief
- Division of Clinical Psychology and Psychotherapy, Philipps University Marburg, Marburg, Germany
| | - Frank Euteneuer
- Division of Clinical Psychology and Psychotherapy, Philipps University Marburg, Marburg, Germany
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34
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Wegner A, Elsenbruch S, Maluck J, Grigoleit JS, Engler H, Jäger M, Spreitzer I, Schedlowski M, Benson S. Inflammation-induced hyperalgesia: effects of timing, dosage, and negative affect on somatic pain sensitivity in human experimental endotoxemia. Brain Behav Immun 2014; 41:46-54. [PMID: 24814500 DOI: 10.1016/j.bbi.2014.05.001] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2014] [Revised: 04/23/2014] [Accepted: 05/01/2014] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Inflammation-induced pain amplification and hypersensitivity play a role in the pathophysiology of numerous clinical conditions. Experimental endotoxemia has recently been implemented as model to analyze immune-mediated processes in human pain. In this study, we aimed to analyze dose- and time-dependent effects of lipopolysaccharide (LPS) on clinically-relevant pain models for musculoskeletal and neuropathic pain as well as the interaction among LPS-induced changes in inflammatory markers, pain sensitivity and negative affect. METHODS In this randomized, double-blind, placebo-controlled study, healthy male subjects received an intravenous injection of either a moderate dose of LPS (0.8 ng/kg Escherichiacoli), low-dose LPS (0.4 ng/kg), or saline (placebo control group). Pressure pain thresholds (PPT), mechanical pain sensitivity (MPS), and cold pain sensitivity (CP) were assessed before and 1, 3, and 6h post injection to assess time-dependent LPS effects on pain sensitivity. Plasma cytokines (TNF-α, IL-6, IL-8, IL-10) and state anxiety were repeatedly measured before, and 1, 2, 3, 4, and 6h after injection of LPS or placebo. RESULTS LPS administration induced a systemic immune activation, reflected by significant increases in cytokine levels, body temperature, and negative mood with pronounced effects to the higher LPS dose. Significant decreases of PPTs were observed only 3h after injection of the moderate dose of LPS (0.8 ng/kg). MPS and CP were not affected by LPS-induced immune activation. Correlation analyses revealed that decreased PPTs were associated with peak IL-6 increases and negative mood. CONCLUSIONS Our results revealed widespread increases in musculoskeletal pain sensitivity in response to a moderate dose of LPS (0.8 ng/kg), which correlate both with changes in IL-6 and negative mood. These data extend and refine existing knowledge about immune mechanisms mediating hyperalgesia with implications for the pathophysiology of chronic pain and neuropsychiatric conditions.
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Affiliation(s)
- Alexander Wegner
- Clinic for Trauma Surgery, University Hospital Essen, University of Duisburg-Essen, Germany
| | - Sigrid Elsenbruch
- Institute of Medical Psychology & Behavioral Immunobiology, University Hospital Essen, University of Duisburg-Essen, Germany
| | - Janina Maluck
- Institute of Medical Psychology & Behavioral Immunobiology, University Hospital Essen, University of Duisburg-Essen, Germany
| | - Jan-Sebastian Grigoleit
- Institute of Medical Psychology & Behavioral Immunobiology, University Hospital Essen, University of Duisburg-Essen, Germany
| | - Harald Engler
- Institute of Medical Psychology & Behavioral Immunobiology, University Hospital Essen, University of Duisburg-Essen, Germany
| | - Marcus Jäger
- Clinic for Trauma Surgery, University Hospital Essen, University of Duisburg-Essen, Germany
| | - Ingo Spreitzer
- Paul Ehrlich Institute, Federal Agency for Sera and Vaccines, Langen, Germany
| | - Manfred Schedlowski
- Institute of Medical Psychology & Behavioral Immunobiology, University Hospital Essen, University of Duisburg-Essen, Germany
| | - Sven Benson
- Institute of Medical Psychology & Behavioral Immunobiology, University Hospital Essen, University of Duisburg-Essen, Germany.
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Bai YM, Chiou WF, Su TP, Li CT, Chen MH. Pro-inflammatory cytokine associated with somatic and pain symptoms in depression. J Affect Disord 2014; 155:28-34. [PMID: 24176538 DOI: 10.1016/j.jad.2013.10.019] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2013] [Revised: 09/23/2013] [Accepted: 10/10/2013] [Indexed: 12/11/2022]
Abstract
BACKGROUND More than two-thirds of depressed patients complain of somatic and pain symptoms, which are frequently regarded as a psychological reaction. Although there is a growing body of evidence showing that depression is related to immune abnormalities, few studies have investigated the association between inflammatory cytokines and somatic/pain symptoms. METHOD Patients with depressive disorder but without any medical disorders, and age/gender/body mass index (BMI)-matched healthy subjects were enrolled. All the subjects completed the self-rating scales of the Beck Depression Inventory-II and the Depression and Somatic Symptoms Scale, which was comprised of depressive, somatic, and pain subscales. Pro-inflammatory cytokines, including C-reactive protein (CRP), interleukin-2 receptor (sIL-2R), soluble interleukin 6 receptor (sIL-6R), soluble TNF-receptors (sTNF-R), soluble P-selectin (sP-selectin), monocyte chemotactic protein-1 (MCP-1), and adiponectin, were assessed by enzyme-linked immunosorbent assays. RESULTS In all, 109 patients with depressive disorder and 126 normal controls were enrolled. The patients with depressive disorder had significantly more severe depression, somatic and pain symptoms (all p<0.001), and higher levels of sIL-2R (p<0.0001), sTNF-R (p<0.001), and sP-selectin (p=0.005) than the normal control group. Using multivariate regression analysis with controlling of age, gender, BMI, and other pro-inflammatory cytokines, sIL-2R was the most significant predictor for depressive symptoms (p<0.0001); with further controlling of severity of depressive symptom, sP-selectin was the only predictor for somatic (p=0.002) and pain (p=0.059) symptoms. CONCLUSION The elevated sP-selectin associated with somatic symptoms in depression, may indicate early micro-vascular changes occur subtly, and provide neurobiological evidence for somatic and pain symptom in depression.
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Affiliation(s)
- Ya-Mei Bai
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan; Department of Psychiatry, College of Medicine, National Yang-Ming University, Taipei, Taiwan.
| | - Wen-Fei Chiou
- National Research Institute of Chinese Medicine, Taipei, Taiwan; Institute of Life Science, National Taitung University, Taitung, Taiwan; Institute of Traditional Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Tung-Ping Su
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan; Department of Psychiatry, College of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Cheng-Ta Li
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan; Department of Psychiatry, College of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Mu-Hong Chen
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan
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Cai B, Oderda GM. The association between pain and depression and some determinants of depression for the general population of the United States. J Pain Palliat Care Pharmacother 2013; 26:257-65. [PMID: 22973915 DOI: 10.3109/15360288.2012.703292] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Pain and depression are major reasons for pharmacotherapy, making the relationship between these two complaints important in defining optimal pharmacotherapy for both. Although the association between the two has been documented in the literature, most of the available work only focused on specific disease group or patients with certain type of pain. Whether the association exists for the general population is still an unsettled issue. The goal of this study was to examine the association between pain and depression and explore the some determinants of depression using national representative survey data for the general population in the United States. This work employed data from Medical Expenditure Panel Survey (MEPS) 2009, with people older than 18 were included in the study. Ordered logistic regression and generalized ordered logistic regression were performed while incorporating complex survey features. Estimation results suggested that depression and physical pain were positively associated. In addition, individuals with better perceived health, older age, male gender, higher family income, and employed were less depressed. Divorced or separated marital status was associated with higher depression level. This work fills the gap in the literature by using nationally representative survey data set to examine the association between physical pain and depression. Levels of physical pain and many socioeconomic factors were found significantly associated with depression.
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Affiliation(s)
- Beilei Cai
- Pharmacotherapy Outcomes Research Center, Department of Pharmacotherapy, University of Utah, Salt Lake City, Utah 84108, USA.
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Bellieni CV, Rocchi R, Buonocore G. The Ethics of Pain Clinical Trials on Persons Lacking Judgment Ability: Much to Improve. PAIN MEDICINE 2012; 13:427-33. [DOI: 10.1111/j.1526-4637.2011.01325.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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Kao CF, Fang YS, Zhao Z, Kuo PH. Prioritization and evaluation of depression candidate genes by combining multidimensional data resources. PLoS One 2011; 6:e18696. [PMID: 21494644 PMCID: PMC3071871 DOI: 10.1371/journal.pone.0018696] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2010] [Accepted: 03/08/2011] [Indexed: 12/22/2022] Open
Abstract
Background Large scale and individual genetic studies have suggested numerous susceptible genes for depression in the past decade without conclusive results. There is a strong need to review and integrate multi-dimensional data for follow up validation. The present study aimed to apply prioritization procedures to build-up an evidence-based candidate genes dataset for depression. Methods Depression candidate genes were collected in human and animal studies across various data resources. Each gene was scored according to its magnitude of evidence related to depression and was multiplied by a source-specific weight to form a combined score measure. All genes were evaluated through a prioritization system to obtain an optimal weight matrix to rank their relative importance with depression using the combined scores. The resulting candidate gene list for depression (DEPgenes) was further evaluated by a genome-wide association (GWA) dataset and microarray gene expression in human tissues. Results A total of 5,055 candidate genes (4,850 genes from human and 387 genes from animal studies with 182 being overlapped) were included from seven data sources. Through the prioritization procedures, we identified 169 DEPgenes, which exhibited high chance to be associated with depression in GWA dataset (Wilcoxon rank-sum test, p = 0.00005). Additionally, the DEPgenes had a higher percentage to express in human brain or nerve related tissues than non-DEPgenes, supporting the neurotransmitter and neuroplasticity theories in depression. Conclusions With comprehensive data collection and curation and an application of integrative approach, we successfully generated DEPgenes through an effective gene prioritization system. The prioritized DEPgenes are promising for future biological experiments or replication efforts to discoverthe underlying molecular mechanisms for depression.
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Affiliation(s)
- Chung-Feng Kao
- Department of Public Health and Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Yu-Sheng Fang
- Institute of Clinical Medicine, School of Medicine, National Cheng-Kung University, Tainan, Taiwan
| | - Zhongming Zhao
- Departments of Biomedical Informatics and Psychiatry, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Po-Hsiu Kuo
- Department of Public Health and Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
- Institute of Clinical Medicine, School of Medicine, National Cheng-Kung University, Tainan, Taiwan
- Research Center for Genes, Environment and Human Health, National Taiwan University, Taipei, Taiwan
- * E-mail:
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