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1.
Sci Rep ; 14(1): 19018, 2024 08 16.
Artigo em Inglês | MEDLINE | ID: mdl-39152198

RESUMO

This study compared the power of the novel inflammatory markers systemic immune inflammation index (SII) and the system inflammation response index (SIRI) versus the classical hematological indices neutrophil-to-lymphocyte ratio (NLR), monocyte-to-lymphocyte ratio (MLR), platelet-to-lymphocyte ratio (PLR), and platelet counts in distinguishing between major depressive disorder (MDD) with and without suicide attempts and distinguishing the non-response to selective serotonin reuptake inhibitor (SSRI) treatment. A total of 139 young adult MDD patients and 54 healthy controls (HC) were included. We found that, in comparison to HC, baseline NLR, PLR, SII, and SIRI were significantly higher in MDD patients, but only NLR and SII had area under the ROC curve (AUC) values greater than 0.7. MDD patients with suicide attempts (SA) showed significantly higher baseline MLR and SIRI, and a tendency to increase NLR compared to those without SA. In terms of AUC, sensitivity, and specificity, NLR was better than MLR, SIRI, SII, and PLR in distinguishing SA. Non-responders to SSRI treatment showed a significant increase in baseline platelet count and PLR compared to responders with an AUC greater than 0.7. These findings highlight the potential benefit of combining novel and classical hematological indices in predicting depression, suicide attempts and treatment response.


Assuntos
Transtorno Depressivo Maior , Tentativa de Suicídio , Humanos , Masculino , Feminino , Adulto , Transtorno Depressivo Maior/tratamento farmacológico , Transtorno Depressivo Maior/sangue , Transtorno Depressivo Maior/imunologia , Adulto Jovem , Inflamação/sangue , Inflamação/tratamento farmacológico , Biomarcadores/sangue , Inibidores Seletivos de Recaptação de Serotonina/uso terapêutico , Neutrófilos/imunologia , Linfócitos/imunologia , Plaquetas , Contagem de Plaquetas , Estudos de Casos e Controles , Curva ROC , Resultado do Tratamento , Monócitos/imunologia
2.
Brain Behav Immun ; 121: 257-268, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39089535

RESUMO

Major Depressive Disorder (MDD) is a heterogeneous disorder that affects twice as many women than men. Precluding advances in more tailored and efficacious treatments for depression is the lack of reliable biomarkers. While depression is linked to elevations in inflammatory immune system functioning, this relationship is not evident among all individuals with depression and may vary based on symptom subtypes and/or sex. This systematic review and meta-analysis examined whether inflammatory immune peripheral markers of depression are sex-specific. PRISMA guidelines were followed for the systematic review, and a comprehensive search strategy that identified studies from PubMed and PsycInfo was applied. Studies were included if they reported C-reactive protein (CRP), interleukin (IL)-6, tumor necrosis factor (TNF)-α and/or IL-1ß for males and/or females among depressed and healthy adults. We identified 23 studies that satisfied these inclusion criteria. Random-effects meta-analysis models were fit, and measures of association were summarized between levels of circulating markers of inflammation in depressed and healthy males and females. Sex-based analyses revealed elevated levels of CRP among females with depression (Cohen's d = 0.19) relative to their healthy counterparts (p = 0.02), an effect not apparent among males (Cohen's d = -0.01). Similarly, levels of IL-6 were increased among females with depression compared to healthy controls (Cohen's d = 0.51; p = 0.04), but once again this was not found among males (Cohen's d = 0.16). While TNF-α levels were elevated among individuals with depression compared to controls (p = 0.01), no statistically significant sex differences were found. The meta-analysis for IL-1ß resulted in only three articles, and thus, results are presented in the supplemental section. This meta-analysis advances our understanding of the unique involvement of inflammatory biomarkers in depression among men and women, which may help inform more tailored sex-specific treatment approaches in the future.


Assuntos
Biomarcadores , Proteína C-Reativa , Transtorno Depressivo Maior , Inflamação , Caracteres Sexuais , Humanos , Feminino , Masculino , Inflamação/sangue , Inflamação/metabolismo , Proteína C-Reativa/metabolismo , Proteína C-Reativa/análise , Transtorno Depressivo Maior/imunologia , Transtorno Depressivo Maior/sangue , Biomarcadores/sangue , Fator de Necrose Tumoral alfa/sangue , Interleucina-6/sangue , Depressão/metabolismo , Depressão/sangue , Fatores Sexuais , Interleucina-1beta/sangue , Adulto
3.
Psychiatry Res ; 339: 116085, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39032358

RESUMO

In this study, we aimed to investigate the associations between the recurrence of illness (ROI) and biomarkers related to an activated immune network, immune-linked neurotoxicity (INT), and a combined INT and atherogenicity index (METAMMUNE). The study involved 67 healthy controls and 66 outpatient MDD (OMDD) participants. We utilized a Multiplex method to measure 48 cytokines and examined INT and METAMMUNE composite scores in association with different ROI indices. Our findings revealed that a ROI index was successfully created by extracting a validated principal component, from the physician-rated or self-declared number of depressive episodes, the frequency of lifetime suicidal ideation and attempts. ROI was significantly associated with INT and METAMMUNE indices, neuroticism, lifetime and current suicidal behaviors, and the phenome. Our analysis also revealed that a significant portion of the variance in the OMDD phenome, which includes current suicidal behaviors, anxiety, and depression, can be accounted for by the regression on INT, ROI, and emotional neglect and abuse. A validated latent construct was successfully extracted from the three ROI components, INT and METAMMUNE indices. The results indicate that increasing ROI indicates heightened immune-metabolic abnormalities, increased risk of suicidal behaviors, and elevated severity of lifetime and current phenome features.


Assuntos
Transtorno Depressivo Maior , Recidiva , Ideação Suicida , Tentativa de Suicídio , Humanos , Masculino , Feminino , Transtorno Depressivo Maior/imunologia , Adulto , Pessoa de Meia-Idade , Tentativa de Suicídio/psicologia , Tentativa de Suicídio/estatística & dados numéricos , Citocinas/sangue , Biomarcadores/sangue , Síndromes Neurotóxicas/imunologia , Adulto Jovem
4.
J Affect Disord ; 362: 485-492, 2024 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-39009318

RESUMO

BACKGROUND: Major depression (MD) is recurrent and devastating mental disease with a high worldwide prevalence. Mounting evidence suggests neuroinflammation triggers cellular immune dysregulation, characterized by increased proportions of circulating monocytes, and T helper 17 cells and proinflammatory cytokines, thereby increasing susceptibility to MD. However, there is ambiguity in the findings of clinical studies that investigate CD4+ T regulatory (Treg) cells in MD. METHODS: The proportion of CD4+ Treg cell from blood mononuclear cells was examined using flow cytometry in healthy controls (HCs: n = 96) and patients with first (FEMD: n = 62) or recurrent (RMD: n = 41) disease episodes of MD at baseline (T0; hospital admission) and after a two-week antidepressant treatment (T14). All participants underwent comprehensive neuropsychological assessments. RESULTS: The initial scores on emotional assessments in patients with MD significantly differed from those of HCs. Both FEMD and RMD patients exhibited a significant decrease in CD4+ Treg cell proportion at baseline compared to HCs. Treg cell proportion rose significantly from T0 to T14 in FEMD patients, who responded to antidepressant therapy, whereas no significant changes were observed in FEMD patients in non-response as well as RMD patients. The improvement of 24-item Hamilton Depression Scale was correlate with changes of Treg cell proportion from T0 to T14 in FEMD patients in response, and the change in Treg cell proportion over a 14-day period exhibited an AUC curve of 0.710. CONCLUSIONS: A decrease in the proportion of CD4+ Treg cells points towards immune system abnormalities in patients with MD. Furthermore, our finding suggests that the immune activation state varies across different stages of depression.


Assuntos
Antidepressivos , Transtorno Depressivo Maior , Linfócitos T Reguladores , Humanos , Transtorno Depressivo Maior/imunologia , Transtorno Depressivo Maior/tratamento farmacológico , Masculino , Feminino , Adulto , Linfócitos T Reguladores/imunologia , Linfócitos T Reguladores/efeitos dos fármacos , Antidepressivos/uso terapêutico , Pessoa de Meia-Idade , Citometria de Fluxo
5.
Discov Med ; 36(186): 1354-1362, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-39054706

RESUMO

Major depressive disorder (MDD) is a clinical condition that significantly impacts patients' physical and mental well-being, quality of life, and social functioning. The pathogenesis of MDD remains unclear, but accumulating evidence suggests a close relationship between gut microbiota and the occurrence and progression of MDD. Gut microbiota refers to the microbial community in the human intestine, which engages in bidirectional communication with the host via the "gut-brain axis" and plays a pivotal role in influencing the host's metabolism, immune system, endocrine system, and nervous system. Modulating gut microbiota entails restoring the balance and function of the intestinal flora through methods such as probiotic intake, fecal transplantation, and dietary intervention. Such modulation has been shown to effectively alleviate depressive symptoms in the host. This review synthesizes recent advancements in research on gut microbiota modulation for ameliorating depressive symptoms and can serve as a foundation for further exploration of the gut microbiota's role in MDD and its potential therapeutic benefits.


Assuntos
Transtorno Depressivo Maior , Transplante de Microbiota Fecal , Microbioma Gastrointestinal , Probióticos , Humanos , Microbioma Gastrointestinal/fisiologia , Transtorno Depressivo Maior/microbiologia , Transtorno Depressivo Maior/terapia , Transtorno Depressivo Maior/imunologia , Probióticos/uso terapêutico , Eixo Encéfalo-Intestino/fisiologia , Animais
6.
J Psychiatr Res ; 176: 430-441, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38968876

RESUMO

Growth factors, T helper (Th)1 polarization, and the microbiome are involved in the pathophysiology of major depression (MDD). It remains unclear whether the combination of these three pathways could enhance the accuracy of predicting the features of MDD, including recurrence of illness (ROI), suicidal behaviors and the phenome. We measured serum stem cell factor (SCF), stem cell growth factor (SCGF), stromal cell-derived factor-1 (SDF-1), platelet-derived growth factor (PDGF), hepatocyte growth factor (HGF), macrophage-colony stimulating factor (M-CSF) and vascular endothelial growth factor (VEGF), the ratio of serum Th1/Th2 cytokines (zTh1-zTh2), and the abundances of gut microbiome taxa by analyzing stool samples using 16S rDNA sequencing from 32 MDD patients and 37 healthy controls. The results show that serum SCF is significantly lower and VEGF increased in MDD. Adverse childhood experiences (ACE) and ROI are significantly associated with lowered SCF and increasing VEGF. Lifetime and current suicidal behaviors are strongly predicted (63.5%) by an increased VEGF/SCF ratio, Th1 polarization, a gut microbiome enterotype indicating gut dysbiosis, and lowered abundance of Dorea and Faecalobacterium. Around 80.5% of the variance in the phenome's severity is explained by ROI, ACEs, and lowered Parabacteroides distasonis and Clostridium IV abundances. A large part of the variance in health-related quality of life (54.1%) is explained by the VEGF/SCF ratio, Th1 polarization, ACE, and male sex. In conclusion, key features of MDD are largely predicted by the cumulative effects of ACE, Th1 polarization, aberrations in growth factors and the gut microbiome with increased pathobionts but lowered beneficial symbionts.


Assuntos
Transtorno Depressivo Maior , Microbioma Gastrointestinal , Qualidade de Vida , Células Th1 , Humanos , Masculino , Microbioma Gastrointestinal/fisiologia , Feminino , Adulto , Transtorno Depressivo Maior/microbiologia , Transtorno Depressivo Maior/fisiopatologia , Transtorno Depressivo Maior/imunologia , Transtorno Depressivo Maior/sangue , Pessoa de Meia-Idade , Células Th1/imunologia , Células Th1/metabolismo , Peptídeos e Proteínas de Sinalização Intercelular/sangue , Ideação Suicida
7.
Bratisl Lek Listy ; 125(8): 472-476, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38989747

RESUMO

OBJECTIVES: Numerous studies consistently report on the frequent presence of low-grade systemic inflammation in individuals with schizophrenia, bipolar disorder (BD), and depression. Neutrophil-to-lymphocyte ratio (NLR) and a recently established marker, systemic immune inflammation index (SII), are markers used to assess systemic inflammation and immune response. In this study, NLR and SII index values were examined and compared across patients diagnosed with major psychiatric disorders and healthy controls. METHODS: The study included, totaling 129 patients, encompassed individuals who were diagnosed with schizophrenia in remission or BD in the euthymic period, and those undergoing treatment for major depressive disorder (MDD). The control group consisted of 62 healthy individuals. White blood cell (WBC), neutrophil, lymphocyte, platelet, and monocyte counts obtained retrospectively from complete blood profiles served as the basis for calculating NLR and SII values. RESULTS: In this study, higher WBC, neutrophil counts, NLR, and SII values were observed in schizophrenia and BD patients compared to the control group. In patients with MDD, no significant difference was found in terms of inflammatory blood cell markers compared to healthy controls. Higher NLR and SII values were found in patients with schizophrenia and BD compared to patients with MDD. CONCLUSION: The results of the study indicate that the significant difference in NLR and SII values persists after treatment in patients with schizophrenia and BD, and that the abnormal inflammatory response continues during the treatment process (Tab. 2, Ref. 41).


Assuntos
Transtorno Bipolar , Inflamação , Linfócitos , Neutrófilos , Esquizofrenia , Humanos , Transtorno Bipolar/imunologia , Transtorno Bipolar/sangue , Esquizofrenia/sangue , Esquizofrenia/imunologia , Neutrófilos/imunologia , Feminino , Masculino , Adulto , Linfócitos/imunologia , Pessoa de Meia-Idade , Inflamação/sangue , Inflamação/imunologia , Contagem de Leucócitos , Transtorno Depressivo Maior/sangue , Transtorno Depressivo Maior/imunologia , Contagem de Linfócitos , Estudos Retrospectivos , Biomarcadores/sangue , Estudos de Casos e Controles
8.
Neuroscience ; 555: 145-155, 2024 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-39059741

RESUMO

Previous research has shown that patients with major depressive disorder (MDD) develop immune dysfunction. However, the exact alterations of cluster of differentiation (CD)4+ T helper (Th) lymphocytes in MDD remains unclear. This meta-analysis aimed to examine the specific changes in CD4+ Th cells. A comprehensive search of PubMed, EMBASE, Web of Science, and PsycINFO databases was conducted to identify studies investigating CD4+ Th, Th1, Th2, Th17, and T regulatory (Treg) cell counts in the peripheral blood of MDD patients and healthy controls (HCs), covering the period up to June 22, 2024. Our findings revealed that patients with MDD might exhibit higher CD4+ Th cells (SMD=0.26, 95 %CI, 0.02 to 0.50), CD4+/CD8+ cell ratios (SMD=0.51, 95 %CI, 0.14 to 0.89), Th1/Th2 cell ratios (SMD=0.15, 95 %CI, 0.01 to 0.30) and lower Th1 (SMD=-0.17, 95 %CI, -0.30 to -0.03), Th2 (SMD=-0.25, 95 %CI, -0.40 to -0.11), and Treg cells (SMD=-0.69, 95 %CI, -1.27 to -0.11). However, no significant difference was observed in terms of Th17 cells and Th17/Treg cell ratios between MDD patients and the HCs. Heterogeneity was large (I2:18.1-95.2 %), and possible sources of heterogeneity were explored (e.g., age, depression scale, country, and antidepressant use). Our findings indicate that peripheral CD4+ T cells in depressed patients exhibit features of adaptive immune dysfunction, as evidenced by increased CD4+ Th cells and CD4+/CD8+ and decreased Treg cells. These findings offer insights into the underlying mechanism of MDD.


Assuntos
Transtorno Depressivo Maior , Linfócitos T Auxiliares-Indutores , Humanos , Transtorno Depressivo Maior/imunologia , Transtorno Depressivo Maior/sangue , Linfócitos T Auxiliares-Indutores/imunologia
9.
Adv Sci (Weinh) ; 11(30): e2308393, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38867657

RESUMO

The mechanism involved in major depressive disorder (MDD) is well-studied but the mechanistic origin of the heterogeneous antidepressant effect remains largely unknown. Single-cell RNA-sequencing (scRNA-seq) and assay for transposase-accessible chromatin using sequencing (ATAC-seq) on peripheral blood mononuclear cells from 8 healthy individuals and 8 MDD patients before or after 12 weeks of antidepressant treatment is performed. scRNA-seq analysis reveals a lower proportion of naive T cells, particularly CD4+ naive T cells, in MDD patients compared to controls, and in nonresponders versus responders at the baseline. Flow cytometry data analysis of an independent cohort of 35 patients and 40 healthy individuals confirms the findings. Enrichment analysis of differentially expressed genes indicated obvious immune activation in responders. A specific activated CD4+ naive T population in responders characterized by enhanced mitogen-activated protein kinases (MAPK) pathway is identified. E-twenty six (ETS) is proposed as an upstream regulator of the MAPK pathway and heterogeneous differentiation in activated CD4+ naive T population is associated with the response to antidepressant treatment in MDD patients. A distinct immune feature manifested by CD4+ naive T cells during antidepressant treatment in MDD is identified. Collectively, this proposes the molecular mechanism that underlies the heterogeneous antidepressant outcomes for MDD.


Assuntos
Antidepressivos , Linfócitos T CD4-Positivos , Transtorno Depressivo Maior , Análise de Célula Única , Humanos , Transtorno Depressivo Maior/genética , Transtorno Depressivo Maior/tratamento farmacológico , Transtorno Depressivo Maior/imunologia , Masculino , Antidepressivos/uso terapêutico , Antidepressivos/farmacologia , Feminino , Adulto , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/efeitos dos fármacos , Pessoa de Meia-Idade , Análise de Célula Única/métodos , Subpopulações de Linfócitos T/imunologia , Subpopulações de Linfócitos T/efeitos dos fármacos , Subpopulações de Linfócitos T/metabolismo , Diferenciação Celular/efeitos dos fármacos , Diferenciação Celular/genética , RNA-Seq/métodos , Análise de Sequência de RNA/métodos , Análise da Expressão Gênica de Célula Única
10.
J Affect Disord ; 362: 62-74, 2024 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-38945402

RESUMO

BACKGROUND: Major depressive disorder (MDD) is characterized by increased T helper (Th)1 polarization, T cell activation (e.g., CD71+ and CD40L+), and cannabinoid receptor type 2 bearing CD20+ B cells; and lower T regulatory (Treg) numbers. AIMS: To delineate the effects of adverse childhood experiences (ACEs) and recurrence of illness (ROI) on activated T and CB2-bearing B populations, and Tregs, including FoxP3 + CD152+, FoxP3 + GARP+, and FoxP3 + CB1+ cells. METHODS: We measured ROI, ACEs, the number of activated T cells, Tregs, and CD20 + CB2+ B cells, in 30 MDD patients and 20 healthy controls. RESULTS: A larger part of the variance in the depression phenome (40.8 %) was explained by increased CD20 + CB2+ and activated T cells, and lowered Tregs. ROI and lifetime suicidal behaviors were significantly and positively associated with CD20 + CB2+, CD3 + CD71+, CD3 + CD40L+, CD4 + CD71+, CD4 + CD40L+, and CD4HLADR+ numbers. ROI was significantly correlated with CD8 + CD40L+ numbers. The sum of ACEs was significantly associated with CD20 + CB2+, CD3 + CD40L+, CD4 + 40 L+ numbers, T cell activation (positively) and Treg (inversely) indices. One replicable latent vector could be extracted from activated T cells, lifetime and current suicidal behaviors, number of depressive episodes, and severity of depression, and 48.8 % of its variance was explained by ACEs. CONCLUSIONS: ACE-induced activation of T effector and cytotoxic cells and B cells with autoimmune potential, coupled with lowered Treg numbers are a key component of depression. The findings indicate that increasing ROI, the phenome of depression and suicidal behaviors, are caused by autoimmune processes, which are the consequence of ACEs and increasing sensitization of immune responses.


Assuntos
Experiências Adversas da Infância , Transtorno Depressivo Maior , Ativação Linfocitária , Recidiva , Linfócitos T Reguladores , Humanos , Transtorno Depressivo Maior/imunologia , Masculino , Feminino , Adulto , Experiências Adversas da Infância/estatística & dados numéricos , Linfócitos T Reguladores/imunologia , Pessoa de Meia-Idade , Linfócitos B/imunologia , Estudos de Casos e Controles
11.
Transl Psychiatry ; 14(1): 230, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38824135

RESUMO

The biological mechanisms underlying the onset of major depressive disorder (MDD) have predominantly been studied in adult populations from high-income countries, despite the onset of depression typically occurring in adolescence and the majority of the world's adolescents living in low- and middle-income countries (LMIC). Taking advantage of a unique adolescent sample in an LMIC (Brazil), this study aimed to identify biological pathways characterizing the presence and increased risk of depression in adolescence, and sex-specific differences in such biological signatures. We collected blood samples from a risk-stratified cohort of 150 Brazilian adolescents (aged 14-16 years old) comprising 50 adolescents with MDD, 50 adolescents at high risk of developing MDD but without current MDD, and 50 adolescents at low risk of developing MDD and without MDD (25 females and 25 males in each group). We conducted RNA-Seq and pathway analysis on whole blood. Inflammatory-related biological pathways, such as role of hypercytokinemia/hyperchemokinemia in the pathogenesis of influenza (z-score = 3.464, p < 0.001), interferon signaling (z-score = 2.464, p < 0.001), interferon alpha/beta signaling (z-score = 3.873, p < 0.001), and complement signaling (z-score = 2, p = 0.002) were upregulated in adolescents with MDD compared with adolescents without MDD independently from their level of risk. The up-regulation of such inflammation-related pathways was observed in females but not in males. Inflammatory-related pathways involved in the production of cytokines and in interferon and complement signaling were identified as key indicators of adolescent depression, and this effect was present only in females.


Assuntos
Transtorno Depressivo Maior , Inflamação , Humanos , Adolescente , Masculino , Feminino , Transtorno Depressivo Maior/imunologia , Transtorno Depressivo Maior/sangue , Brasil/epidemiologia , Inflamação/imunologia , Inflamação/sangue , Fatores Sexuais , Sistema Imunitário , Citocinas/sangue
12.
Transl Psychiatry ; 14(1): 254, 2024 Jun 12.
Artigo em Inglês | MEDLINE | ID: mdl-38866753

RESUMO

Depression is a prevalent and incapacitating condition with a significant impact on global morbidity and mortality. Although the immune system's role in its pathogenesis is increasingly recognized, there is a lack of comprehensive understanding regarding the involvement of innate and adaptive immune cells. To address this gap, we conducted a multicenter case-control study involving 121 participants matched for sex and age. These participants had either an active (or current) major depressive episode (MDE) (39 cases) or a remitted MDE (40 cases), including individuals with major depressive disorder or bipolar disorder. We compared these 79 patients to 42 healthy controls (HC), analyzing their immunological profiles. In blood samples, we determined the complete cell count and the monocyte subtypes and lymphocyte T-cell populations using flow cytometry. Additionally, we measured a panel of cytokines, chemokines, and neurotrophic factors in the plasma. Compared with HC, people endorsing a current MDE showed monocytosis (p = 0.001), increased high-sensitivity C-reactive protein (p = 0.002), and erythrocyte sedimentation rate (p = 0.003), and an altered proportion of specific monocyte subsets. CD4 lymphocytes presented increased median percentages of activation markers CD69+ (p = 0.007) and exhaustion markers PD1+ (p = 0.013) and LAG3+ (p = 0.014), as well as a higher frequency of CD4+CD25+FOXP3+ regulatory T cells (p = 0.003). Additionally, patients showed increased plasma levels of sTREM2 (p = 0.0089). These changes are more likely state markers, indicating the presence of an ongoing inflammatory response during an active MDE. The Random Forest model achieved remarkable classification accuracies of 83.8% for MDE vs. HC and 70% for differentiating active and remitted MDE. Interestingly, the cluster analysis identified three distinct immunological profiles among MDE patients. Cluster 1 has the highest number of leukocytes, mainly given by the increment in lymphocyte count and the lowest proinflammatory cytokine levels. Cluster 3 displayed the most robust inflammatory pattern, with high levels of TNFα, CX3CL1, IL-12p70, IL-17A, IL-23, and IL-33, associated with the highest level of IL-10, as well as ß-NGF and the lowest level for BDNF. This profile is also associated with the highest absolute number and percentage of circulating monocytes and the lowest absolute number and percentage of circulating lymphocytes, denoting an active inflammatory process. Cluster 2 has some cardinal signs of more acute inflammation, such as elevated levels of CCL2 and increased levels of proinflammatory cytokines such as IL-1ß, IFNγ, and CXCL8. Similarly, the absolute number of monocytes is closer to a HC value, as well as the percentage of lymphocytes, suggesting a possible initiation of the inflammatory process. The study provides new insights into the immune system's role in MDE, paving the ground for replication prospective studies targeting the development of diagnostic and prognostic tools and new therapeutic targets.


Assuntos
Citocinas , Transtorno Depressivo Maior , Imunofenotipagem , Monócitos , Humanos , Feminino , Masculino , Estudos de Casos e Controles , Transtorno Depressivo Maior/imunologia , Transtorno Depressivo Maior/sangue , Adulto , Pessoa de Meia-Idade , Citocinas/sangue , Citocinas/imunologia , Monócitos/imunologia , Transtorno Bipolar/imunologia , Transtorno Bipolar/sangue , Inflamação/imunologia , Inflamação/sangue , Antígenos CD/sangue , Antígenos CD/imunologia , Citometria de Fluxo
13.
Eur Neuropsychopharmacol ; 85: 45-57, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38936143

RESUMO

An estimated 30 % of Major Depressive Disorder (MDD) patients exhibit resistance to conventional antidepressant treatments. Identifying reliable biomarkers of treatment-resistant depression (TRD) represents a major goal of precision psychiatry, which is hampered by the clinical and biological heterogeneity. To uncover biologically-driven subtypes of MDD, we applied an unsupervised data-driven framework to stratify 102 MDD patients on their neuroimaging signature, including extracted measures of cortical thickness, grey matter volumes, and white matter fractional anisotropy. Our novel analytical pipeline integrated different machine learning algorithms to harmonize data, perform data dimensionality reduction, and provide a stability-based relative clustering validation. The obtained clusters were characterized for immune-inflammatory peripheral biomarkers, TRD, history of childhood trauma and depressive symptoms. Our results indicated two different clusters of patients, differentiable with 67 % of accuracy: one cluster (n = 59) was associated with a higher proportion of TRD, and higher scores of energy-related depressive symptoms, history of childhood abuse and emotional neglect; this cluster showed a widespread reduction in cortical thickness (d = 0.43-1.80) and volumes (d = 0.45-1.05), along with fractional anisotropy in the fronto-occipital fasciculus, stria terminalis, and corpus callosum (d = 0.46-0.52); the second cluster (n = 43) was associated with cognitive and affective depressive symptoms, thicker cortices and wider volumes. Multivariate analyses revealed distinct brain-inflammation relationships between the two clusters, with increase in pro-inflammatory markers being associated with decreased cortical thickness and volumes. Our stratification of MDD patients based on structural neuroimaging identified clinically-relevant subgroups of MDD with specific symptomatic and immune-inflammatory profiles, which can contribute to the development of tailored personalized interventions for MDD.


Assuntos
Biomarcadores , Transtorno Depressivo Maior , Transtorno Depressivo Resistente a Tratamento , Humanos , Transtorno Depressivo Maior/diagnóstico por imagem , Transtorno Depressivo Maior/imunologia , Feminino , Masculino , Adulto , Transtorno Depressivo Resistente a Tratamento/diagnóstico por imagem , Pessoa de Meia-Idade , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Imageamento por Ressonância Magnética/métodos , Neuroimagem/métodos , Substância Cinzenta/diagnóstico por imagem , Substância Cinzenta/patologia , Aprendizado de Máquina , Experiências Adversas da Infância , Substância Branca/diagnóstico por imagem , Substância Branca/patologia
14.
J Psychiatr Res ; 176: 155-162, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38865865

RESUMO

BACKGROUND: Recent research has explored the linkage between major depressive disorder (MDD) and inflammation, especially via altered peripheral blood immune markers. However, the relationship between several novel leukocyte-derived ratios (LDR) and psychological stress in MDD remains uncertain. This study aimed to explore the relationship between LDR, clinical characteristics, recent life events, and childhood maltreatment in MDD patients. METHODS: A cross-sectional case-control study was conducted involving 59 healthy controls (HC) and 50 unmedicated MDD patients. Subjects underwent psychological assessments and peripheral blood measurements. LDR assessed in this study included neutrophil-to-lymphocyte ratio (NLR), derived NLR (dNLR), monocyte-to-lymphocyte ratio (MLR), platelet-to-lymphocyte ratio (PLR), white blood cell-to-mean platelet volume ratio (WMR), systemic immune inflammation index (SII), multiplication of neutrophil and monocyte counts (MNM), and systemic inflammation response index (SIRI). RESULTS: MDD patients displayed significant alterations in WMR, PLR, and MNM compared to HC, as well as correlations between several LDR and various clinical features (duration of untreated psychosis and dNLR, the nine-item Patient Health Questionnaire and PLR, the 7-item Generalized Anxiety Disorder Questionnaire and SIRI (NLR and dNLR). There was a significant difference in the comparison of WMR in first-episode patients than in recurrent patients. Analyses further revealed an association between Life Event Scale total scores and NLR (dNLR). No correlation was found between Childhood Trauma Questionnaire total (or subscale) scores and LDR. Additionally, WMR and dNLR presented potential predictive value for distinguishing between MDD and HC. CONCLUSION: The study concludes that MDD and some clinical features are associated with alterations in some peripheral blood LDR. These findings emphasize the potential role of peripheral blood LDR in the pathogenesis and clinical heterogeneity of MDD.


Assuntos
Biomarcadores , Transtorno Depressivo Maior , Estresse Psicológico , Humanos , Transtorno Depressivo Maior/sangue , Transtorno Depressivo Maior/imunologia , Masculino , Feminino , Adulto , Estresse Psicológico/sangue , Estresse Psicológico/imunologia , Estudos Transversais , Estudos de Casos e Controles , Biomarcadores/sangue , Pessoa de Meia-Idade , Inflamação/sangue , Adulto Jovem , Monócitos , Neutrófilos
15.
Am J Physiol Cell Physiol ; 327(1): C205-C212, 2024 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-38826138

RESUMO

Major depressive disorder (MDD) affects millions of individuals worldwide, leading to considerable social and economic costs. Despite advancements in pharmacological treatments, achieving remission remains a key challenge, with a substantial number of patients showing resistance to existing therapies. This resistance is often associated with elevated levels of proinflammatory cytokines, suggesting a connection between inflammation, MDD pathophysiology, and treatment efficacy. The observation of increased immune activation in about a quarter of patients with MDD resulted in the distinction between inflammatory and noninflammatory endotypes. Although anti-inflammatory treatments show promise in alleviating depression-like symptoms, responses are heterogeneous, thus highlighting the importance of identifying distinct inflammatory endotypes to tailor effective therapeutic strategies. The intestinal microbiome emerges as a crucial modulator of mental health, mediating its effects partially through different immune pathways. Microbiota-derived short-chain fatty acids (SCFAs) significantly impact innate and adaptive immune cells, regulating their differentiation, function, and cellular response. Furthermore, gut-educated immune cells reach the border regions of the central nervous system (CNS), regulating glial cell functions. Although the CNS modulates immune responses via efferent parts of the vagus nerve, afferent tracts concurrently transport information on peripheral inflammation back to the brain. This bidirectional communication is particularly relevant in depression, allowing for therapeutic stimulation of the vagus nerve in the context of inflammatory depression endotypes. In this review, we explore the intricate relationship between inflammation and depression, discuss how inflammatory signals are translated into depressive-like symptoms, and highlight immune-modulating therapeutic avenues.


Assuntos
Transtorno Depressivo Maior , Microbioma Gastrointestinal , Inflamação , Humanos , Microbioma Gastrointestinal/imunologia , Transtorno Depressivo Maior/imunologia , Transtorno Depressivo Maior/diagnóstico , Animais , Inflamação/imunologia , Eixo Encéfalo-Intestino/fisiologia , Citocinas/metabolismo , Citocinas/imunologia , Depressão/imunologia , Depressão/diagnóstico , Encéfalo/imunologia , Encéfalo/fisiopatologia , Encéfalo/metabolismo
16.
J Affect Disord ; 361: 165-171, 2024 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-38838789

RESUMO

BACKGROUND: Major depressive disorder (MDD) and bipolar disorder (BD) are prevalent psychiatric conditions linked to inflammatory processes. However, it is unclear whether associations of immune cells with these disorders are likely to be causal. METHODS: We used two-sample Mendelian randomization (MR) approach to investigate the relationship between 731 immune cells and the risk of MDD and BD. Rigorous sensitivity analyses are conducted to assess the reliability, heterogeneity, and horizontal pleiotropy of the findings. RESULTS: Genetically-predicted CD27 on IgD+ CD38- unswitched memory B cell (inverse variance weighting (IVW): odds ratio (OR) [95 %]: 1.017 [1.007 to 1.027], p = 0.001), CD27 on IgD+ CD24+ B cell (IVW: OR [95 %]: 1.021 [1.011 to 1.031], p = 4.821E-05) and other 12 immune cells were associated with increased risk of MDD in MR, while HLA DR++ monocyte %leukocyte (IVW: OR [95 %]: 0.973 [0.948 to 0.998], p = 0.038), CD4 on Central Memory CD4+ T cell (IVW: OR [95 %]: 0.979 [0.963 to 0.995], p = 0.011) and other 13 immune cells were associated with decreased risk of MDD in MR. Additionally, CD33+ HLA DR+ Absolute Count (IVW: OR [95 %]: 1.022[1.007 to 1.036], p = 0.007), CD28+ CD45RA- CD8+ T cell %T cell (IVW: OR [95 %]: 1.024 [1.008 to 1.041], p = 0.004) and other 18 immune cells were associated with increased risk of BD in MR, while CD62L on CD62L+ myeloid Dendritic Cell (IVW: OR [95 %]: 0.926 [0.871 to 0.985], p = 0.014), IgD- CD27- B cell %lymphocyte (IVW: OR [95 %]: 0.918 [0.880 to 0.956], p = 4.654E-05) and other 13 immune cells were associated with decreased risk of BD in MR. CONCLUSIONS: This MR study provides robust evidence supporting a causal relationship between immune cells and the susceptibility to MDD and BD, offering valuable insights for future clinical investigations. Experimental studies are also required to further examine causality, mechanisms, and treatment potential for these immune cells for MDD and BD.


Assuntos
Transtorno Bipolar , Transtorno Depressivo Maior , Análise da Randomização Mendeliana , Humanos , Transtorno Bipolar/imunologia , Transtorno Bipolar/genética , Transtorno Depressivo Maior/imunologia , Transtorno Depressivo Maior/genética , Linfócitos B/imunologia , Monócitos/imunologia
17.
Transl Psychiatry ; 14(1): 247, 2024 Jun 08.
Artigo em Inglês | MEDLINE | ID: mdl-38851764

RESUMO

Major depressive disorder (MDD) and bipolar disorder (BD) are highly disabling illnesses defined by different psychopathological, neuroimaging, and cognitive profiles. In the last decades, immune dysregulation has received increasing attention as a central factor in the pathophysiology of these disorders. Several aspects of immune dysregulations have been investigated, including, low-grade inflammation cytokines, chemokines, cell populations, gene expression, and markers of both peripheral and central immune activation. Understanding the distinct immune profiles characterizing the two disorders is indeed of crucial importance for differential diagnosis and the implementation of personalized treatment strategies. In this paper, we reviewed the current literature on the dysregulation of the immune response system focusing our attention on studies using inflammatory markers to discriminate between MDD and BD. High heterogeneity characterized the available literature, reflecting the heterogeneity of the disorders. Common alterations in the immune response system include high pro-inflammatory cytokines such as IL-6 and TNF-α. On the contrary, a greater involvement of chemokines and markers associated with innate immunity has been reported in BD together with dynamic changes in T cells with differentiation defects during childhood which normalize in adulthood, whereas classic mediators of immune responses such as IL-4 and IL-10 are present in MDD together with signs of immune-senescence.


Assuntos
Transtorno Bipolar , Transtorno Depressivo Maior , Humanos , Transtorno Bipolar/imunologia , Transtorno Depressivo Maior/imunologia , Citocinas/imunologia , Mediadores da Inflamação/metabolismo , Biomarcadores , Inflamação/imunologia , Interleucina-6/imunologia
18.
Sci Rep ; 14(1): 11177, 2024 05 16.
Artigo em Inglês | MEDLINE | ID: mdl-38750122

RESUMO

Major depressive disorder (MDD) is associated with T cell activation, but no studies have examined the combined effects of T cell activation and deficits in T regulatory (Treg) cells on the severity of acute phase MDD. Using flow cytometry, we determined the percentage and median fluorescence intensity of CD69, CD71, CD40L, and HLADR-bearing CD3+, CD4+, and CD8+ cells, and cannabinoid type 1 receptor (CB1), CD152 and GARP (glycoprotein A repetitions predominant)-bearing CD25+ FoxP3 T regulatory (Treg) cells in 30 MDD patients and 20 healthy controls in unstimulated and stimulated (anti-CD3/CD28) conditions. Based on cytokine levels, we assessed M1 macrophage, T helper (Th)-1 cell, immune-inflammatory response system (IRS), T cell growth, and neurotoxicity immune profiles. We found that the immune profiles (including IRS and neurotoxicity) were significantly predicted by decreased numbers of CD152 or GARP-bearing CD25+ FoxP3 cells or CD152 and GARP expression in combination with increases in activated T cells (especially CD8+ CD40L+ percentage and expression). MDD patients showed significantly increased numbers of CD3+ CD71+, CD3+ CD40L+, CD4+ CD71+, CD4+ CD40L+, CD4+ HLADR+, and CD8+ HLADR+ T cells, increased CD3+ CD71+, CD4+ CD71+ and CD4+ HLADR+ expression, and lowered CD25+ FoxP3 expression and CD25+ FoxP+ CB1+ numbers as compared with controls. The Hamilton Depression Rating Scale score was strongly predicted (between 30 and 40% of its variance) by a lower number of CB1 or GARP-bearing Treg cells and one or more activated T cell subtypes (especially CD8+ CD40L+). In conclusion, increased T helper and cytotoxic cell activation along with decreased Treg homeostatic defenses are important parts of MDD that lead to enhanced immune responses and, as a result, neuroimmunotoxicity.


Assuntos
Transtorno Depressivo Maior , Ativação Linfocitária , Linfócitos T Reguladores , Humanos , Transtorno Depressivo Maior/imunologia , Linfócitos T Reguladores/imunologia , Linfócitos T Reguladores/metabolismo , Masculino , Feminino , Adulto , Ativação Linfocitária/imunologia , Pessoa de Meia-Idade , Índice de Gravidade de Doença , Citocinas/metabolismo , Antígenos CD/metabolismo , Estudos de Casos e Controles
19.
Int J Mol Sci ; 25(8)2024 Apr 13.
Artigo em Inglês | MEDLINE | ID: mdl-38673894

RESUMO

Seasonal rhythms affect the immune system. Evidence supports the involvement of immuno-inflammatory mechanisms in bipolar disorder (BD), with the neutrophil to lymphocyte ratio (NLR), and the systemic immune-inflammatory index (SII; platelets × neutrophils/lymphocytes) consistently reported to be higher in patients with BD than in HC, but seasonal rhythms of innate and adaptive immunity have never been studied. We retrospectively studied NLR and SII in 824 participants divided into three groups: 321 consecutively admitted inpatients affected by a major depressive episode in course of BD, and 255 consecutively admitted inpatients affected by obsessive-compulsive disorder (OCD; positive psychiatric control), and 248 healthy controls (HC). Patients with BD showed markedly higher markers of systemic inflammation in autumn and winter, but not in spring and summer, in respect to both HC and patients with OCD, thus suggesting a specific effect of season on inflammatory markers in BD, independent of a shared hospital setting and drug treatment. Given that systemic inflammation is emerging as a new marker and as target for treatment in depressive disorders, we suggest that seasonal rhythms should be considered for tailoring antidepressant immuno-modulatory treatments in a precision medicine approach.


Assuntos
Transtorno Bipolar , Inflamação , Neutrófilos , Estações do Ano , Humanos , Transtorno Bipolar/sangue , Transtorno Bipolar/imunologia , Feminino , Masculino , Inflamação/sangue , Adulto , Pessoa de Meia-Idade , Neutrófilos/imunologia , Linfócitos/imunologia , Linfócitos/metabolismo , Estudos Retrospectivos , Biomarcadores/sangue , Transtorno Obsessivo-Compulsivo/imunologia , Transtorno Depressivo Maior/sangue , Transtorno Depressivo Maior/imunologia
20.
J Affect Disord ; 356: 190-203, 2024 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-38604455

RESUMO

BACKGROUND: Several lines of evidence point to an interaction between genetic predisposition and environmental factors in the onset of major depressive disorder (MDD). This study is aimed to investigate the pathogenesis of MDD by identifying key biomarkers, associated immune infiltration using bioinformatic analysis and human postmortem sample. METHODS: The Gene Expression Omnibus (GEO) database of GSE98793 was adopted to identify hub genes linked to endoplasmic reticulum (ER) stress-related genes (ERGs) in MDD. Another GEO database of GSE76826 was employed to validate the novel target associated with ERGs and immune infiltration in MDD. Moreover, human postmortem sample from MDD patients was utilized to confirm the differential expression analysis of hub genes. RESULTS: We discovered 12 ER stress-related differentially expressed genes (ERDEGs). A LASSO Cox regression analysis helped construct a diagnostic model for these ERDEGs, incorporating immune infiltration analysis revealed that three hub genes (ERLIN1, SEC61B, and USP13) show the significant and consistent expression differences between the two groups. Western blot analysis of postmortem brain samples indicated notably higher expression levels of ERLIN1 and SEC61B in the MDD group, with USP13 also tending to increase compared to control group. LIMITATIONS: The utilization of the MDD gene chip in this analysis was sourced from the GEO database, which possesses a restricted number of pertinent gene chip samples. CONCLUSIONS: These findings indicate that ERDEGs especially including ERLIN1, SEC61B, and USP13 associated the infiltration of immune cells may be potential diagnostic indicators for MDD.


Assuntos
Transtorno Depressivo Maior , Estresse do Retículo Endoplasmático , Humanos , Transtorno Depressivo Maior/genética , Transtorno Depressivo Maior/imunologia , Estresse do Retículo Endoplasmático/genética , Estresse do Retículo Endoplasmático/imunologia , Retículo Endoplasmático/metabolismo , Proteínas de Membrana/genética , Biologia Computacional , Masculino , Feminino , Biomarcadores/metabolismo , Perfilação da Expressão Gênica , Encéfalo/imunologia , Encéfalo/metabolismo , Encéfalo/patologia
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