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Dong Y, Zhu M, Li Y, Liu N, Wang X, Yang B, Li S, Li Z. Association of cytokines levels, psychopathology and cognition among CR-TRS patients with metabolic syndrome. SCHIZOPHRENIA (HEIDELBERG, GERMANY) 2024; 10:47. [PMID: 38627438 PMCID: PMC11021544 DOI: 10.1038/s41537-024-00469-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 04/02/2024] [Indexed: 04/19/2024]
Abstract
Clozapine-resistant treatment-refractory schizophrenia (CR-TRS) patients face significant clinical challenges. While links between metabolic syndrome (MetS) and inflammatory cytokines in schizophrenia have been established, the relationship between MetS and cytokine levels in CR-TRS patients remains unexplored. This study aimed to investigate the relationship between cytokines levels, clinical symptoms and cognitive impairments in CR-TRS patients, both with and without MetS. The study included 69 CR-TRS patients (31with MetS and 38 without MetS) and 84 healthy controls. The levels of IL-2, IL-6, TNF-α and routine biochemical parameters were measured. Psychopathological symptoms and cognitive function were assessed using the Positive and Negative Syndrome Scale (PANSS) and the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS), respectively. We found that CR-TRS patients with MetS displayed lower cognitive function scores compared to those without MetS, even when accounting for potential confounders. TNF-α levels were significantly higher in CRTRS patients with MetS compared to those without MetS, demonstrating substantial pathophysiological potential for CR-TRS patients with MetS via receiver operating characteristic curve (ROC). In CR-TRS patients without MetS, IL-2 independently contributed to the total score and general psychopathology subscore of PANSS. Additionally, IL-6 exhibited an independent contribution to the positive subscore of PANSS. In terms of cognition function, IL-6 independently contributed to the delayed memory of RBANS in CR-TRS patients without MetS. TNF-α could potentially serve as a predictive marker for distinguishing between CR-TRS patients with/without MetS, while IL-2 and IL-6 could independently contribute to psychopathological symptoms or cognitive function in CRTRS patients without MetS. Our study provided insights into the potential interplay between cytokines, clinical symptoms and cognitive impairments in CR-TRS patients with/without MetS.
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Affiliation(s)
- Yeqing Dong
- Institute of Mental Health, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, 300222, China
- Psychoneuromodulation Center, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, 300222, China
| | - Minghuan Zhu
- Clinical Research Center for Mental Disorders, Shanghai Pudong New Area Mental Health Center, School of Medicine, Tongji University, Shanghai, 200124, China
| | - Yanzhe Li
- Institute of Mental Health, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, 300222, China
- Psychoneuromodulation Center, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, 300222, China
| | - Nannan Liu
- Institute of Mental Health, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, 300222, China
- Psychoneuromodulation Center, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, 300222, China
| | - Xinxu Wang
- Institute of Mental Health, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, 300222, China
- Psychoneuromodulation Center, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, 300222, China
| | - Bing Yang
- Department of Cell Biology, College of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Shen Li
- Institute of Mental Health, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, 300222, China.
- Psychoneuromodulation Center, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin, 300222, China.
| | - Zezhi Li
- Department of Nutritional and Metabolic Psychiatry, the Affiliated Brain Hospital of Guangzhou Medical University, Guangzhou, 510370, China.
- Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, China.
- Key Laboratory of Neurogenetics and Channelopathies of Guangdong Province and the Ministry of Education of China, Guangzhou Medical University, Guangzhou, China.
- Jiangsu Key Laboratory of Neurodegeneration, Nanjing Medical University, Nanjing, China.
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Gumus C, Yazici IP, Yazici KU, Ustundag B. Increased Serum Brain-derived Neurotrophic Factor, Nerve Growth Factor, Glial-derived Neurotrophic Factor and Galanin Levels in Children with Attention Deficit Hyperactivity Disorder, and the Effect of 10 Weeks Methylphenidate Treatment. CLINICAL PSYCHOPHARMACOLOGY AND NEUROSCIENCE : THE OFFICIAL SCIENTIFIC JOURNAL OF THE KOREAN COLLEGE OF NEUROPSYCHOPHARMACOLOGY 2022; 20:635-648. [PMID: 36263639 PMCID: PMC9606423 DOI: 10.9758/cpn.2022.20.4.635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 02/10/2021] [Accepted: 02/12/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVE This study aimed to investigate the levels of serum brain-derived neurotrophic factor (BDNF), nerve growth factor (NGF), glial cell-derived neurotrophic factor (GDNF) and galanin in children with attention deficit hyperactivity disorder (ADHD). METHODS The study included 58 cases with ADHD and 60 healthy controls. Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime version (K-SADS-PL) together with Diagnostic and Statistical Manual of Mental Disorders 5th edition (DSM-5) criteria were used for diagnostic evaluation. Sociodemographic data form and Conners' Parent/Teacher Rating Scale-Revised:Long Form were applied to all cases. The serum levels of BDNF, NGF, GDNF, and galanin were evaluated in all subjects. Afterwards, methylphenidate was started in the ADHD group. ADHD cases were reevaluated in terms of the serum levels of BDNF, NGF, GDNF, galanin at the 10th week of treatment. RESULTS Before the treatment, the levels of BDNF, NGF, GDNF, galanin were significantly higher in the ADHD group compared to the control group. The levels of BDNF, NGF, GDNF, galanin were found to be significantly lower after treatment in ADHD group compared to pre-treatment. No correlation was between scale scores and the serum levels of BDNF, NGF, GDNF, galanin. CONCLUSION The levels of neurotrophic factors and galanin were thought to be parameters worth evaluating in ADHD. Further studies on the subject with longer-term treatments and larger sample groups are required.
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Affiliation(s)
- Cavithan Gumus
- Department of Child and Adolescent Psychiatry, Karaman Training and Research Hospital, Karaman, Turkey
| | - Ipek Percinel Yazici
- Department of Child and Adolescent Psychiatry, Firat University Faculty of Medicine, Elazig, Turkey,Address for correspondence: Ipek Percinel Yazici Department of Child and Adolescent Psychiatry, Firat University Faculty of Medicine, Elazig 230000, Turkey, E-mail: , ORCID: https://orcid.org/0000-0002-6807-655X
| | - Kemal Utku Yazici
- Department of Child and Adolescent Psychiatry, Firat University Faculty of Medicine, Elazig, Turkey
| | - Bilal Ustundag
- Department of Biochemistry, Firat University Faculty of Medicine, Elazig, Turkey
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3
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Ahmed SH, El Ghareeb AEWA, El-Rahman HAA, Almaaty AHA. Impact of maternal desvenlafaxine exposure on brain development in pregnant albino rats and their fetuses. J Biochem Mol Toxicol 2022; 36:e23062. [PMID: 35363936 DOI: 10.1002/jbt.23062] [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: 09/12/2021] [Revised: 12/28/2021] [Accepted: 03/21/2022] [Indexed: 11/08/2022]
Abstract
Depression during pregnancy adversely affects fetal development. Desvenlafaxine drug is used for the treatment of gestational depression. In light of the well-established role of brain-derived neurotrophic factor (BDNF) and nerve growth factor (NGF) in regulating neurogenesis and neural survival, the role of S100b in nerve cell energetic metabolism, differentiation of neurons and glial cells, an aberrant increase in NGF, BDNF and S100b expression in the fetal brain may contribute to desvenlafaxine cognitive disorders by altering brain development. This study is trying to determine the effect of desvenlafaxine on brain development. Thirty timed pregnant rats (from the 5th to the 20th day) were divided into three groups: control, low dose (5.14 mg/kg/day) and high dose (10.28 mg/kg/day) of desvenlafaxine where all animals received the corresponding doses by gavage. Maternal and fetal brain samples were fixed for histological, immunohistochemical (IHC) study of NGF and evaluated for BDNF and S100b genes expression. Desvenlafaxine induced some of the histopathological alterations in maternal and fetal rat brains. Moreover, IHC analysis of maternal and fetal rat brains showed that groups treated with desvenlafaxine demonstrated a significant increase of NGF protein immunoreactivity compared with that in the controls. Gene expression results revealed upregulation of messenger RNA BDNF and S100B expression. According to developmental changes in the brain, desvenlafaxine affects neonatal growth during pregnancy, which may lead to delay of brain development. So, it is essential to survey the roles of antidepressant drugs on neonatal development during pregnancy.
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Affiliation(s)
- Sarah H Ahmed
- Department of Zoology, Faculty of Science, Port Said University, Port Said, Egypt
| | | | | | - Ali H Abu Almaaty
- Department of Zoology, Faculty of Science, Port Said University, Port Said, Egypt
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4
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Toenders YJ, Laskaris L, Davey CG, Berk M, Milaneschi Y, Lamers F, Penninx BWJH, Schmaal L. Inflammation and depression in young people: a systematic review and proposed inflammatory pathways. Mol Psychiatry 2022; 27:315-327. [PMID: 34635789 DOI: 10.1038/s41380-021-01306-8] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 08/12/2021] [Accepted: 09/13/2021] [Indexed: 02/07/2023]
Abstract
Depression onset peaks during adolescence and young adulthood. Current treatments are only moderately effective, driving the search for novel pathophysiological mechanisms underlying youth depression. Inflammatory dysregulation has been shown in adults with depression, however, less is known about inflammation in youth depression. This systematic review identified 109 studies examining the association between inflammation and youth depression and showed subtle evidence for inflammatory dysregulation in youth depression. Longitudinal studies support the bidirectional association between inflammation and depression in youth. We hypothesise multiple inflammatory pathways contributing to depression. More research is needed on anti-inflammatory treatments, potentially tailored to individual symptom profiles.
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Affiliation(s)
- Yara J Toenders
- Orygen, Parkville, VIC, Australia.,Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Liliana Laskaris
- Orygen, Parkville, VIC, Australia.,Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Christopher G Davey
- Department of Psychiatry, The University of Melbourne, Melbourne, VIC, Australia
| | - Michael Berk
- Orygen, Parkville, VIC, Australia.,Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia.,Department of Psychiatry, The University of Melbourne, Melbourne, VIC, Australia.,IMPACT-the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, Deakin University, Geelong, VIC, Australia.,Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Yuri Milaneschi
- Department of Psychiatry, Amsterdam UMC, Department of Amsterdam Public Health Research Institute and Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Femke Lamers
- Department of Psychiatry, Amsterdam UMC, Department of Amsterdam Public Health Research Institute and Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Brenda W J H Penninx
- Department of Psychiatry, Amsterdam UMC, Department of Amsterdam Public Health Research Institute and Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Lianne Schmaal
- Orygen, Parkville, VIC, Australia. .,Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia.
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5
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Clinton SM, Shupe EA, Glover ME, Unroe KA, McCoy CR, Cohen JL, Kerman IA. Modeling heritability of temperamental differences, stress reactivity, and risk for anxiety and depression: Relevance to research domain criteria (RDoC). Eur J Neurosci 2021; 55:2076-2107. [PMID: 33629390 PMCID: PMC8382785 DOI: 10.1111/ejn.15158] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 01/29/2021] [Accepted: 02/20/2021] [Indexed: 01/04/2023]
Abstract
Animal models provide important tools to study biological and environmental factors that shape brain function and behavior. These models can be effectively leveraged by drawing on concepts from the National Institute of Mental Health Research Domain Criteria (RDoC) Initiative, which aims to delineate molecular pathways and neural circuits that underpin behavioral anomalies that transcend psychiatric conditions. To study factors that contribute to individual differences in emotionality and stress reactivity, our laboratory utilized Sprague-Dawley rats that were selectively bred for differences in novelty exploration. Selective breeding for low versus high locomotor response to novelty produced rat lines that differ in behavioral domains relevant to anxiety and depression, particularly the RDoC Negative Valence domains, including acute threat, potential threat, and loss. Bred Low Novelty Responder (LR) rats, relative to their High Responder (HR) counterparts, display high levels of behavioral inhibition, conditioned and unconditioned fear, avoidance, passive stress coping, anhedonia, and psychomotor retardation. The HR/LR traits are heritable, emerge in the first weeks of life, and appear to be driven by alterations in the developing amygdala and hippocampus. Epigenomic and transcriptomic profiling in the developing and adult HR/LR brain suggest that DNA methylation and microRNAs, as well as differences in monoaminergic transmission (dopamine and serotonin in particular), contribute to their distinct behavioral phenotypes. This work exemplifies ways that animal models such as the HR/LR rats can be effectively used to study neural and molecular factors driving emotional behavior, which may pave the way toward improved understanding the neurobiological mechanisms involved in emotional disorders.
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Affiliation(s)
- Sarah M Clinton
- School of Neuroscience, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Elizabeth A Shupe
- School of Neuroscience, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Matthew E Glover
- School of Neuroscience, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Keaton A Unroe
- School of Neuroscience, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Chelsea R McCoy
- School of Neuroscience, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Joshua L Cohen
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, USA
| | - Ilan A Kerman
- School of Neuroscience, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA.,Behavioral Health Service Line, Veterans Affairs Pittsburgh Health System, Pittsburgh, PA, USA
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Amadio P, Zarà M, Sandrini L, Ieraci A, Barbieri SS. Depression and Cardiovascular Disease: The Viewpoint of Platelets. Int J Mol Sci 2020; 21:E7560. [PMID: 33066277 PMCID: PMC7589256 DOI: 10.3390/ijms21207560] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 10/08/2020] [Accepted: 10/09/2020] [Indexed: 02/06/2023] Open
Abstract
Depression is a major cause of morbidity and low quality of life among patients with cardiovascular disease (CVD), and it is now considered as an independent risk factor for major adverse cardiovascular events. Increasing evidence indicates not only that depression worsens the prognosis of cardiac events, but also that a cross-vulnerability between the two conditions occurs. Among the several mechanisms proposed to explain this interplay, platelet activation is the more attractive, seeing platelets as potential mirror of the brain function. In this review, we dissected the mechanisms linking depression and CVD highlighting the critical role of platelet behavior during depression as trigger of cardiovascular complication. In particular, we will discuss the relationship between depression and molecules involved in the CVD (e.g., catecholamines, adipokines, lipids, reactive oxygen species, and chemokines), emphasizing their impact on platelet activation and related mechanisms.
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Affiliation(s)
- Patrizia Amadio
- Unit of Brain-Heart Axis: Cellular and Molecular Mechanism, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (M.Z.); (L.S.)
| | - Marta Zarà
- Unit of Brain-Heart Axis: Cellular and Molecular Mechanism, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (M.Z.); (L.S.)
| | - Leonardo Sandrini
- Unit of Brain-Heart Axis: Cellular and Molecular Mechanism, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (M.Z.); (L.S.)
| | - Alessandro Ieraci
- Laboratory of Neuropsychopharmacology and Functional Neurogenomics, Department of Pharmaceutical Sciences, University of Milan, 20133 Milan, Italy;
| | - Silvia Stella Barbieri
- Unit of Brain-Heart Axis: Cellular and Molecular Mechanism, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (M.Z.); (L.S.)
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7
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Ando I, Karasawa K, Shioya T, Matsuda H, Tanaka A. Evaluation of stress status using the stress map for guide dog candidates in the training stage using variations in the serum cortisol with nerve growth factor and magnesium ions. Vet Anim Sci 2020; 10:100129. [PMID: 32734029 PMCID: PMC7386704 DOI: 10.1016/j.vas.2020.100129] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 06/23/2020] [Accepted: 06/23/2020] [Indexed: 11/19/2022] Open
Abstract
Most studies on guide dogs for the blind were conducted to investigate the appropriateness of the animals, including in terms of their breeding, constitution, and temperament. However, research to comprehend the stress status of guide dog candidates in response to their training has been unclear. In this study, the levels of serum cortisol, nerve growth factor (NGF), and magnesium ion (Mg2+) levels of guide dog candidates during the three training stages-the elementary, intermediate, and advanced classes-were examined. Dogs were classified based on the contents of the classes and period during the training in which they were subjected. Since the dogs in the elementary class had the lowest serum NGF and Mg2+ levels, they were understood to be under mental stress and to be unfamiliar with their new surroundings. In contrast, the serum NGF and Mg2+ levels were high in the dogs in the advanced class, though they were demonstrated to be mentally stable and acclimated to their environment. Additionally, they were almost free from the stress caused by daily life, since they had the lowest serum cortisol levels. The status of each dog was plotted on a map consisting of 2 axes representing the serum NGF and Mg2+ levels with high or low cortisol levels. Plots could be divided into three domains corresponding to the elementary, intermediate, and advanced classes. Therefore, for working dogs, serum NGF and Mg2+ levels in addition to serum cortisol levels may be important factors to comprehend the type of stress situation that each dog was in.
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Affiliation(s)
- Izumi Ando
- Cooperative Major in Advanced Health Science, Graduate School of Bio-Applications and System Engineering, Tokyo University of Agriculture and Technology, Tokyo 183-8509, Japan
| | - Kaoru Karasawa
- Laboratory of Comparative Animal Medicine, Division of Animal Life Science, Institute of Agriculture, Tokyo University of Agriculture and Technology, Tokyo 183-8509, Japan
| | | | - Hiroshi Matsuda
- Laboratory of Comparative Animal Medicine, Division of Animal Life Science, Institute of Agriculture, Tokyo University of Agriculture and Technology, Tokyo 183-8509, Japan
| | - Akane Tanaka
- Cooperative Major in Advanced Health Science, Graduate School of Bio-Applications and System Engineering, Tokyo University of Agriculture and Technology, Tokyo 183-8509, Japan
- Laboratory of Comparative Animal Medicine, Division of Animal Life Science, Institute of Agriculture, Tokyo University of Agriculture and Technology, Tokyo 183-8509, Japan
- Corresponding author.
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Jena M, Ranjan R, Mishra BR, Mishra A, Nath S, Sahu P, Meher BR, Srinivasan A, Maiti R. Effect of lurasidone vs olanzapine on neurotrophic biomarkers in unmedicated schizophrenia: A randomized controlled trial. J Psychiatr Res 2019; 112:1-6. [PMID: 30782512 DOI: 10.1016/j.jpsychires.2019.02.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 02/07/2019] [Accepted: 02/11/2019] [Indexed: 11/19/2022]
Abstract
Neurotrophic factors like Brain-Derived Neurotrophic Factor (BDNF), Neurotrophin 3 (NT3) and Nerve Growth Factor (NGF), play a role in neuroplasticity and neurogenesis contributing to the pathogenesis of schizophrenia. The objective of the present study was to investigate and compare the effect of olanzapine and lurasidone on the change in serum neurotrophins in patients with schizophrenia. The present study was a randomized, open-label, active-controlled, parallel design clinical trial. After randomization baseline evaluations of serum BDNF, NGF, NT3, Positive and Negative Syndrome Scale (PANSS) scoring, Social and Occupational Functioning Assessment Scale (SOFAS) scoring of 101 unmedicated schizophrenia patients were done. Patients were reassessed after 6 weeks of monotherapy with olanzapine or lurasidone. Serum BDNF increased after treatment with both the drug groups but rise with olanzapine was found to be significantly higher (916.22; 95 %CI: 866.07 to 966.37; p < 0.001) in comparison to lurasidone. Increase in levels NGF and NT3 was also observed but there was no significant difference between the groups (NGF: 2.32; CI: 3.54 to -3.53; p = 0.57 and NT3: 0.99; CI: 2.11 to 0.14; p = 0.086). The difference in improvement in PANSS and SOFASS with both the drugs was not statistically significant. Both the drugs alleviate the symptoms of schizophrenia but olanzapine was better tolerated. Our findings suggest that increase in serum BDNF with olanzapine monotherapy is significantly higher than that with lurasidone but there is no significant difference in change in serum NGF and NT3. TRIAL REGISTRATION: ClinicalTrials.gov identifier: (NCT03304457).
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Affiliation(s)
- Monalisa Jena
- Department of Pharmacology, All India Institute of Medical Sciences (AIIMS), Bhubaneswar, India.
| | - Rajeev Ranjan
- Department of Psychiatry, All India Institute of Medical Sciences (AIIMS), Patna, India.
| | - Biswa Ranjan Mishra
- Department of Psychiatry, All India Institute of Medical Sciences (AIIMS), Bhubaneswar, India.
| | | | - Santanu Nath
- Department of Psychiatry, All India Institute of Medical Sciences (AIIMS), Bhubaneswar, India.
| | - Pallabi Sahu
- Department of Psychiatry, KIMS, Bhubaneswar, India.
| | | | - Anand Srinivasan
- Department of Pharmacology, All India Institute of Medical Sciences (AIIMS), Bhubaneswar, India.
| | - Rituparna Maiti
- Department of Pharmacology, All India Institute of Medical Sciences (AIIMS), Bhubaneswar, India.
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9
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The role of neurotrophins in psychopathology and cardiovascular diseases: psychosomatic connections. J Neural Transm (Vienna) 2019; 126:265-278. [PMID: 30767081 PMCID: PMC6449302 DOI: 10.1007/s00702-019-01973-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 01/16/2019] [Indexed: 12/18/2022]
Abstract
Cardiovascular (CV) diseases and mood disorders are common public health problems worldwide. Their connections are widely studied, and the role of neurotrophins (NTs) is already supposed in both conditions. However, data in the literature of clinical aspects are sometimes controversial and no reviews are available describing possible associations between CV risk and mood disorders based on NTs. The mostly studied NT is brain-derived neurotrophic factor (BDNF). Decreased level of BDNF is observed in depression and its connection to hypertension has also been demonstrated with affecting the arterial baroreceptors, renin–angiotensin system and endothelial nitric oxide synthase. BDNF was also found to be the predictor of CV outcome in different patient populations. Other types of human NT-s, such as nerve growth factor, neurotrophin 3 and neurotrophin 4 also seem to have both psychopathological and CV connections. Our aim was to overview the present knowledge in this area, demonstrating a new aspect of the associations between mood disorders and CV diseases through the mediation of NTs. These findings might enlighten new psychosomatic connections and suggest new therapeutic targets that are beneficial both in respect of mood disorders and CV pathology.
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10
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Mondal AC, Fatima M. Direct and indirect evidences of BDNF and NGF as key modulators in depression: role of antidepressants treatment. Int J Neurosci 2018; 129:283-296. [PMID: 30235967 DOI: 10.1080/00207454.2018.1527328] [Citation(s) in RCA: 68] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
PURPOSE Depression is one of the most prevalent, recurrent and life-threatening mental illnesses. However, the precise mechanism underlying the disorder is not yet clearly understood. It is therefore, essential to identify the novel biomarkers which may help in the development of effective treatment. METHODS In this milieu, the profile of the brain-derived neurotrophic factor (BDNF) and nerve growth factor (NGF) were considered as biomarkers in the light of pathophysiology of depression and its treatment. RESULTS Previously, we have reported that BDNF level in the postmortem brain of suicide victims was significantly lower than those of normal controls. We also found decreased BDNF levels in the specific brain regions of the learned helplessness model of depression in rat, and was found to increase normal level following chronic fluoxetine hydrochloride treatment. NGF is another important member of neurotrophin, which is dysregulated in the pathophysiology of depression in some models of peripheral nerve damage and stress. The results shown evidences of the effect of antidepressants on modulating depression via the NGF in preclinical and clinical models of depression, but conflicted, therefore make it currently difficult to affirm the therapeutic role of antidepressants. CONCLUSIONS Here, we review some of the preclinical and clinical studies aimed at disclosing the role of BDNF and NGF mediated pathophysiological mechanisms of depression and the new therapeutic approaches targeting those key molecules. In addition, an important link between BDNF, NGF and depression has been discussed in the light of current existing knowledge.
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Affiliation(s)
- Amal Chandra Mondal
- a Laboratory of Cellular and Molecular Neurobiology , School of Life Sciences, Jawaharlal Nehru University , New Delhi , India
| | - Mahino Fatima
- a Laboratory of Cellular and Molecular Neurobiology , School of Life Sciences, Jawaharlal Nehru University , New Delhi , India
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11
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Krivoy A, Hochman E, Sendt KV, Hollander S, Vilner Y, Selakovic M, Weizman A, Taler M. Association between serum levels of glutamate and neurotrophic factors and response to clozapine treatment. Schizophr Res 2018; 192:226-231. [PMID: 28599751 DOI: 10.1016/j.schres.2017.05.040] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2017] [Revised: 05/07/2017] [Accepted: 05/30/2017] [Indexed: 12/17/2022]
Abstract
Clozapine is the only available therapy for about 30% of schizophrenia patients otherwise refractory to antipsychotics. Unfortunately, the mechanism of action of the drug is still unknown and there are no biomarkers that can predict a positive response to clozapine. We aimed to examine serum neurotrophins and glutamate levels as putative biomarkers for clozapine response based on the hypothesized mode-of-action of the compound. Blood samples of 89 chronic schizophrenia patients maintained on clozapine were analyzed in a cross-sectional design. Serum brain derived neurotrophic factor (BDNF), vascular endothelial growth factor (VEGF), neurotrophic growth factor (NGF), glial derived neurotrophic factor (GDNF) and glutamate were determined. Differences between responders and non-responders to clozapine and correlation between clinical and biological measures were analyzed. Our sample consisted of 54 (61%) responders and 35 (39%) non-responders. Responders had higher mean BDNF levels than non-responders (2066±814 vs. 1668±820pg/ml, p<0.05. respectively) and higher serum glutamate levels (1.61±2.2 vs. 0.66±0.9pg/ml, respectively, p<0.05). Furthermore, there was a significant correlation between serum glutamate levels and positive symptoms among the clozapine-responder group (rho=0.47, p<0.005). High serum levels of BDNF and glutamate were associated with response to clozapine, while glutamate levels correlated with the psychosis severity in clozapine responders only. Large-scale, prospective longitudinal studies are needed to support these findings and the assumption that serum glutamate and BDNF can discriminate between clozapine responders and non-responders.
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Affiliation(s)
- Amir Krivoy
- Geha Mental Health Center, Petach-Tikva, Israel; Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel; Laboratory of Biological Psychiatry, Felsenstein Medical Research Center, Petach-Tikva, Israel; Department of Psychosis Studies, Institute Of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
| | - Eldar Hochman
- Geha Mental Health Center, Petach-Tikva, Israel; Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel; Laboratory of Biological Psychiatry, Felsenstein Medical Research Center, Petach-Tikva, Israel
| | - Kyra-Verena Sendt
- Department of Psychosis Studies, Institute Of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Sarah Hollander
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel; Laboratory of Biological Psychiatry, Felsenstein Medical Research Center, Petach-Tikva, Israel
| | - Yael Vilner
- Geha Mental Health Center, Petach-Tikva, Israel
| | - Mirjana Selakovic
- Department of Psychiatry, Sismanoglio General Hospital, Athens, Greece
| | - Abraham Weizman
- Geha Mental Health Center, Petach-Tikva, Israel; Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel; Laboratory of Biological Psychiatry, Felsenstein Medical Research Center, Petach-Tikva, Israel
| | - Michal Taler
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel; Laboratory of Biological Psychiatry, Felsenstein Medical Research Center, Petach-Tikva, Israel
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12
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Meng G, Ma X, Li L, Tan Y, Liu X, Liu X, Zhao Y. Predictors of early-onset post-ischemic stroke depression: a cross-sectional study. BMC Neurol 2017; 17:199. [PMID: 29149884 PMCID: PMC5693521 DOI: 10.1186/s12883-017-0980-5] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Accepted: 11/13/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Post-stroke depression (PSD) seriously affects the rehabilitation of nerve function and quality of life. However, the pathogenesis of PSD is still not clear. This study aimed to investigate the demographic, clinical, and biochemical factors in patients with PSD. METHODS Patients with an acute ischemic stroke, who met the inclusion criteria at Shanghai Tenth People's Hospital from April 2016 to September 2016, were recruited for this study. The stroke severity was assessed using the National Institutes of Health Stroke Scale (NIHSS), and the mental state was assessed using Mini-Mental State Examination (MMSE), Hamilton Depression Scale (HAMD), and Hamilton Anxiety Scale (HAMA) at 1 week of admission. The patients were divided into PSD and non-PSD groups. The demographic and clinical characteristics, as well as the biochemical factors, were compared between the two groups. A logistic regression analysis was performed to identify the risk factors for depression following stroke. RESULTS A total of 83 patients with acute ischemic stroke were recruited. Of these, 36 (43.4%) developed depression. The multivariate logistic regression analysis indicated that high NIHSS [odds ratio (OR): 1.84, 95% confidence interval (CI): 1.09-3.12, P = 0.023] and high HAMD scores (OR: 2.38, 95% CI: 1.61-3.50, P < 0.001) were independent risk predictors for PSD and so were lower dopamine level (OR: 0.64, 95% CI: 0.45-0.91, P = 0.014), lower 5-hydroxytryptamine level (OR: 0.99, 95% CI: 0.98-1.00, P = 0.046), higher tumor necrosis factor-α level (OR: 1.05, 95% CI: 1.00-1.09, P = 0.044), and lower nerve growth factor level (OR: 0.06, 95% CI: 0.01-0.67, P = 0.022). CONCLUSIONS The identification of higher NIHSS scores, higher HAMD scores, lower dopamine level, lower 5-hydroxytryptamine level, higher tumor necrosis factor-α level, and lower nerve growth factor level might be useful for clinicians in recognizing and treating depression in patients after a stroke.
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Affiliation(s)
- Guilin Meng
- Department of Neurology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China.
| | - Xiaoye Ma
- Department of Neurology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China
| | - Lei Li
- Department of Neurology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China
| | - Yan Tan
- Department of Neurology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China
| | - Xiaohui Liu
- Department of Neurology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China
| | - Xueyuan Liu
- Department of Neurology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China
| | - Yanxin Zhao
- Department of Neurology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China.
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13
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A meta-analysis of peripheral blood nerve growth factor levels in patients with schizophrenia. Mol Psychiatry 2017; 22:1306-1312. [PMID: 28070123 DOI: 10.1038/mp.2016.235] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2016] [Revised: 10/28/2016] [Accepted: 11/01/2016] [Indexed: 12/12/2022]
Abstract
Neurotrophins particularly brain-derived neurotrophic factor (BDNF) and nerve growth factor (NGF) are crucial modulators in the neurodevelopment and maintenance of central and peripheral nervous systems. Neurotrophin hypothesis of schizophrenia (SCZ) postulated that the changes in the brains of SCZ patients are the result of disturbances of developing processes involving neurotrophic factors. This hypothesis was mainly supported by the abnormal regulation of BDNF in SCZ, especially the decreased peripheral blood BDNF levels in SCZ patients validated by several meta-analyses. However, the regulation of NGF in SCZ remains unclear because of the inconsistent findings from the clinical studies. Therefore, we undertook, to the best of our knowledge, the first systematic review with a meta-analysis to quantitatively summarize the peripheral blood NGF data in SCZ patients compared with healthy control (HC) subjects. A systematic search of Pubmed, PsycINFO and Web of Science identified 13 articles encompassing a sample of 1693 individuals for the meta-analysis. Random-effects meta-analysis showed that patients with SCZ had significantly decreased peripheral blood levels of NGF when compared with the HC subjects (Hedges's g=-0.633, 95% confidence interval (CI)=-0.948 to -0.318, P<0.001). Subgroup analyses revealed reduced NGF levels both in serum (Hedges's g=-0.671, 95% CI=-1.259 to -0.084, P=0.025) and plasma (Hedges's g=-0.621, 95% CI=-0.980 to -0.261, P<0.001) of the patients, and in drug-free (Hedges's g=-0.670, 95% CI=-1.118 to -0.222, P=0.003) and medicated (Hedges's g=-0.357, 95% CI=-0.592 to -0.123, P=0.003) patients with SCZ. Furthermore, meta-regression analyses showed that age, gender and sample size had no moderating effects on the outcome of the meta-analysis, whereas disease severity might be a confounding factor for the meta-analysis. These results demonstrated that patients with SCZ are accompanied by the decreased peripheral blood NGF levels, strengthening the clinical evidence of an abnormal neurotrophin profile in the patients with SCZ.
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14
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Perkovic MN, Erjavec GN, Strac DS, Uzun S, Kozumplik O, Pivac N. Theranostic Biomarkers for Schizophrenia. Int J Mol Sci 2017; 18:E733. [PMID: 28358316 PMCID: PMC5412319 DOI: 10.3390/ijms18040733] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Revised: 03/23/2017] [Accepted: 03/27/2017] [Indexed: 12/14/2022] Open
Abstract
Schizophrenia is a highly heritable, chronic, severe, disabling neurodevelopmental brain disorder with a heterogeneous genetic and neurobiological background, which is still poorly understood. To allow better diagnostic procedures and therapeutic strategies in schizophrenia patients, use of easy accessible biomarkers is suggested. The most frequently used biomarkers in schizophrenia are those associated with the neuroimmune and neuroendocrine system, metabolism, different neurotransmitter systems and neurotrophic factors. However, there are still no validated and reliable biomarkers in clinical use for schizophrenia. This review will address potential biomarkers in schizophrenia. It will discuss biomarkers in schizophrenia and propose the use of specific blood-based panels that will include a set of markers associated with immune processes, metabolic disorders, and neuroendocrine/neurotrophin/neurotransmitter alterations. The combination of different markers, or complex multi-marker panels, might help in the discrimination of patients with different underlying pathologies and in the better classification of the more homogenous groups. Therefore, the development of the diagnostic, prognostic and theranostic biomarkers is an urgent and an unmet need in psychiatry, with the aim of improving diagnosis, therapy monitoring, prediction of treatment outcome and focus on the personal medicine approach in order to improve the quality of life in patients with schizophrenia and decrease health costs worldwide.
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Affiliation(s)
| | | | - Dubravka Svob Strac
- Rudjer Boskovic Institute, Division of Molecular Medicine, 10000 Zagreb, Croatia.
| | - Suzana Uzun
- Clinic for Psychiatry Vrapce, 10090 Zagreb, Croatia.
| | | | - Nela Pivac
- Rudjer Boskovic Institute, Division of Molecular Medicine, 10000 Zagreb, Croatia.
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15
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Rao S, Martínez-Cengotitabengoa M, Yao Y, Guo Z, Xu Q, Li S, Zhou X, Zhang F. Peripheral blood nerve growth factor levels in major psychiatric disorders. J Psychiatr Res 2017; 86:39-45. [PMID: 27898323 DOI: 10.1016/j.jpsychires.2016.11.012] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2016] [Revised: 11/01/2016] [Accepted: 11/08/2016] [Indexed: 01/09/2023]
Abstract
Nerve growth factor (NGF) plays crucial roles in promoting neural growth and survival, and mediating synaptic and morphological plasticity. Several studies investigated the correlation between peripheral NGF levels and major psychiatric disorders, including schizophrenia (SCZ), major depressive disorder (MDD) and bipolar disorder (BPD); however, the findings were inconsistent. This meta-analysis sought to investigate blood NGF levels in patients with psychiatric disorders compared with healthy subjects and examined potential effects of blood fraction, medication and disease status. A total of 21 eligible studies, encompassing 1342 patients suffering from psychiatric disorders and 1225 healthy subjects, were enrolled in the present meta-analysis. No obvious publication bias was observed either for SCZ, MDD or BPD by the Begg's test (P > 0.05). Random-effects meta-analysis showed that SCZ (Z = 2.14, P = 0.033, SMD = -1.08, 95% CI = -2.07 to -0.09) and MDD (Z = 2.57, P = 0.010, SMD = -0.61, 95% CI = -1.08 to -0.14) patients had significantly reduced NGF levels, compared with healthy controls. Notably, this decrease was enhanced in un-medicated patients of SCZ (P = 0.004) and medicated or chronic patients of MDD (P < 0.001). No significant difference of NGF levels was observed between BPD patients and controls (P > 0.05). These results supported an association between the reduction of NGF levels and psychiatric disorders. It remains unclear whether the change of NGF levels is a prerequisite for its function in psychiatric disorders development or merely an epiphenomenon unrelated to the pathophysiologic mechanisms.
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Affiliation(s)
- Shuquan Rao
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China.
| | - Mónica Martínez-Cengotitabengoa
- Araba University Hospital, Bioaraba Research Institute, Vitoria, Spain; Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; National Distance Education University (UNED), Vitoria, Spain
| | - Yao Yao
- Department of Fundamental Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Zhiyun Guo
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China
| | - Qi Xu
- National Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 10005, China
| | - Suiyan Li
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China
| | - Xianli Zhou
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China
| | - Fuquan Zhang
- Wuxi Mental Health Center, Nanjing Medical University, Wuxi, 214151, China
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16
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Salles FHM, Soares PSM, Wiener CD, Mondin TC, da Silva PM, Jansen K, de Mattos Souza LD, da Silva RA, Oses JP. Mental disorders, functional impairment, and nerve growth factor. Psychol Res Behav Manag 2016; 10:9-15. [PMID: 28053561 PMCID: PMC5189700 DOI: 10.2147/prbm.s104814] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Nerve growth factor (NGF) is an important member of the neurotrophin family and its alteration has been associated with psychiatric disorders. Functionality consists of the activities that an individual can perform, as well as their social participation, which is an important factor in analyzing the carrier living conditions of subjects with psychiatric suffering. Several studies have evaluated functionality in bipolar disorder; however, no studies have evaluated the functionality in other mental disorders. There are also few studies investigating the association between functionality and the biological bases of mental disorders. This study aimed to evaluate the serum NGF levels in psychiatric patients and to verify a possible association between the serum neurotrophic levels and functionality. This was a cross-sectional study with a convenient sample obtained from the Public Mental Health Service from the south of Brazil. The final sample was composed of 286 patients enrolled from July 2013 to October 2014. Data was collected using a sociodemographic questionnaire, and the diagnosis was confirmed using the Mini International Neuropsychiatric Interview (M.I.N.I) and a Functioning Assessment Short Test. The serum NGF levels were determined using the enzyme-linked immunosorbent assay method. Statistical analyses were performed using IBM SPSS Statistic 21.0 software. NGF serum levels were increased significantly in patients with obsessive-compulsive disorder compared with patients with no obsessive-compulsive disorder (P=0.015). An increase in serum NGF levels in generalized anxiety disorder patients was observed compared with patients with no generalized anxiety disorder (P=0.047). NGF was negatively associated with autonomy (P=0.024, r=-0.136), work (P=0.040, r=-0.124), and cognition (P=0.024, r=-0.137), thereby showing that changes in serum levels of NGF are associated with functionality in mental disorders.
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Affiliation(s)
- Fanny Helena Martins Salles
- Translational Science on Brain Disorders, Department of Health and Behavior, Catholic University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Pedro San Martin Soares
- Translational Science on Brain Disorders, Department of Health and Behavior, Catholic University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Carolina David Wiener
- Translational Science on Brain Disorders, Department of Health and Behavior, Catholic University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Thaise Campos Mondin
- Translational Science on Brain Disorders, Department of Health and Behavior, Catholic University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Paula Moraes da Silva
- Translational Science on Brain Disorders, Department of Health and Behavior, Catholic University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Karen Jansen
- Translational Science on Brain Disorders, Department of Health and Behavior, Catholic University of Pelotas, Pelotas, Rio Grande do Sul, Brazil; Translational Psychiatry Program; Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston (UTHealth) Medical School, Houston, TX, USA
| | - Luciano Dias de Mattos Souza
- Translational Science on Brain Disorders, Department of Health and Behavior, Catholic University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Ricardo Azevedo da Silva
- Translational Science on Brain Disorders, Department of Health and Behavior, Catholic University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Jean Pierre Oses
- Translational Science on Brain Disorders, Department of Health and Behavior, Catholic University of Pelotas, Pelotas, Rio Grande do Sul, Brazil; Translational Psychiatry Program; Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston (UTHealth) Medical School, Houston, TX, USA
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17
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Growth factors as clinical biomarkers of prognosis and diagnosis in psychiatric disorders. Cytokine Growth Factor Rev 2016; 32:85-96. [PMID: 27618303 DOI: 10.1016/j.cytogfr.2016.08.004] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Revised: 08/19/2016] [Accepted: 08/25/2016] [Indexed: 12/21/2022]
Abstract
The psychiatric disorders are one of the most disabling illnesses in the world and represent a major problem for public health. These disorders are characterized by neuroanatomical or biochemical changes and it has been suggested that such changes may be due to inadequate neurodevelopment. Diverse alterations in the gene expression and/or serum level of specific growth factors have been implicated in the etiology, symptoms and progression of some psychiatric disorders. Herein, we summarize the latest information regarding the role of brain-derived neurotrophic factor (BDNF), epidermal growth factor (EGF), fibroblast growth factor (FGF), Insulin-like growth factor (IGF-1), neuroregulin-1 (NGR-1), erythropoietin (EPO), vascular growth factor (VEGF), transforming growth factor beta (TGF-β), nerve growth factor (NGF) and others cytokines in the pathogenesis of schizophrenia, depression, bipolar and anxiety disorders. Focusing on the role of these growth factors and their relationship with the main impairments (cognitive, emotional and social) of these pathologies. Some of these signaling molecules may be suitable biological markers for diagnosis and prognosis in cognitive, mood and social disabilities across different mental disorders.
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18
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Porcelli S, Crisafulli C, Calabrò M, Serretti A, Rujescu D. Possible biomarkers modulating haloperidol efficacy and/or tolerability. Pharmacogenomics 2016; 17:507-29. [PMID: 27023437 DOI: 10.2217/pgs.16.5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Haloperidol (HP) is widely used in the treatment of several forms of psychosis. Despite of its efficacy, HP use is a cause of concern for the elevated risk of adverse drug reactions. adverse drug reactions risk and HP efficacy greatly vary across subjects, indicating the involvement of several factors in HP mechanism of action. The use of biomarkers that could monitor or even predict HP treatment impact would be of extreme importance. We reviewed the elements that could potentially be used as peripheral biomarkers of HP effectiveness. Although a validated biomarker still does not exist, we underlined the several potential findings (e.g., about cytokines, HP metabolites and genotypic biomarkers) which could pave the way for future research on HP biomarkers.
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Affiliation(s)
- Stefano Porcelli
- Department of Biomedical & NeuroMotor Sciences, University of Bologna, Italy
| | - Concetta Crisafulli
- Department of Biomedical Science & Morphological & Functional Images, University of Messina, Italy
| | - Marco Calabrò
- Department of Biomedical Science & Morphological & Functional Images, University of Messina, Italy
| | - Alessandro Serretti
- Department of Biomedical & NeuroMotor Sciences, University of Bologna, Italy
| | - Dan Rujescu
- Department of Psychiatry, University of Halle, Halle, Germany
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19
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Güneş M, Bulut M, Demir S, İbiloğlu AO, Kaya MC, Atlı A, Kaplan İ, Camkurt MA, Sir A. Diagnostic performance of increased prolidase activity in schizophrenia. Neurosci Lett 2016; 613:36-40. [DOI: 10.1016/j.neulet.2015.12.036] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Revised: 11/22/2015] [Accepted: 12/17/2015] [Indexed: 12/22/2022]
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20
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Martinez-Cengotitabengoa M, MacDowell KS, Alberich S, Diaz FJ, Garcia-Bueno B, Rodriguez-Jimenez R, Bioque M, Berrocoso E, Parellada M, Lobo A, Saiz PA, Matute C, Bernardo M, Gonzalez-Pinto A, Leza JC. BDNF and NGF Signalling in Early Phases of Psychosis: Relationship With Inflammation and Response to Antipsychotics After 1 Year. Schizophr Bull 2016; 42:142-51. [PMID: 26130821 PMCID: PMC4681544 DOI: 10.1093/schbul/sbv078] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Previous studies have indicated systemic deregulation of the proinflammatory or anti-inflammatory balance in individuals with first-episode psychosis (FEP) that persists 12 months later. To identify potential risk/protective factors and associations with symptom severity, we assessed possible changes in plasma levels of neurotrophins (brain-derived neurotrophic factor [BDNF] and nerve growth factor [NGF]) and their receptors in peripheral blood mononuclear cells (PBMCs). Expression of the 2 forms of BDNF receptors (active TrkB-FL and inactiveTrkB-T1) in PBMCs of FEP patients changed over time, TrkB-FL expression increasing by 1 year after diagnosis, while TrkB-T1 expression decreased. The TrkB-FL/TrkB-T1 ratio (hereafter FL/T1 ratio) increased during follow-up in the nonaffective psychosis group only, suggesting different underlying pathophysiological mechanisms in subgroups of FEP patients. Further, the expression of the main NGF receptor, TrkA, generally increased in patients at follow-up. After adjusting for potential confounders, baseline levels of inducible isoforms of nitric oxide synthase, cyclooxygenase, and nuclear transcription factor were significantly associated with the FL/T1 ratio, suggesting that more inflammation is associated with higher values of this ratio. Interestingly, the FL/T1 ratio might have a role as a predictor of functioning, a regression model of functioning at 1 year suggesting that the effect of the FL/T1 ratio at baseline on functioning at 1 year depended on whether patients were treated with antipsychotics. These findings may have translational relevance; specifically, it might be useful to assess the expression of TrkB receptor isoforms before initiating antipsychotic treatment in FEPs.
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Affiliation(s)
| | - K S MacDowell
- Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; Department of Pharmacology, Faculty of Medicine, Universidad Complutense de Madrid, & Research Institute of Hospital 12 de Octubre (i+12), Madrid, Spain; These authors have contributed equally to the article
| | - S Alberich
- Araba University Hospital, Bioaraba Research Institute, Vitoria, Spain; Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; These authors have contributed equally to the article
| | - F J Diaz
- Department of Biostatistics, The University of Kansas Medical Center, Kansas City, KS
| | - B Garcia-Bueno
- Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; Department of Pharmacology, Faculty of Medicine, Universidad Complutense de Madrid, & Research Institute of Hospital 12 de Octubre (i+12), Madrid, Spain
| | - R Rodriguez-Jimenez
- Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; Research Institute of Hospital 12 de Octubre (i+12), Madrid, Spain
| | - M Bioque
- Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; Barcelona Clínic Schizophrenia Unit, Neuroscience Institute, Hospital Clínic de Barcelona, Spain; Department of Psychiatry and Clinical Psychobiology, University of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - E Berrocoso
- Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; Department of Psychology, Psychobiology Area, Group of Research in Neuropsychopharmacology and Psychobiology (CTS-510), University of Cádiz, Spain
| | - M Parellada
- Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; Child and Adolescent Psychiatry Department, Hospital General Universitario Gregorio Marañón School of Medicine, Universidad Complutense, IiSGM, Madrid, Spain
| | - A Lobo
- Department of Psychiatry, Instituto de Investigación Sanitaria Aragón and University of Zaragoza, Spain
| | - P A Saiz
- Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; Department of Psychiatry, Faculty of Medicine, University of Oviedo. Instituto Universitario de Neurociencias del Principado de Asturias (INEUROPA), Oviedo, Spain
| | - C Matute
- University of the Basque Country (UPV-EHU), Bilbao, Spain; CIBERNED Neuroscience, Zamudio, Vizcaya, Spain
| | - M Bernardo
- Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; Barcelona Clínic Schizophrenia Unit, Neuroscience Institute, Hospital Clínic de Barcelona, Spain; Department of Psychiatry and Clinical Psychobiology, University of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - A Gonzalez-Pinto
- Araba University Hospital, Bioaraba Research Institute, Vitoria, Spain; Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; University of the Basque Country (UPV-EHU), Bilbao, Spain; These authors have contributed equally to the article
| | - J C Leza
- Biomedical Research Networking Centre in Mental Health (CIBERSAM), Madrid, Spain; Department of Pharmacology, Faculty of Medicine, Universidad Complutense de Madrid, & Research Institute of Hospital 12 de Octubre (i+12), Madrid, Spain; These authors have contributed equally to the article
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21
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Increased interleukin-2 serum levels were associated with psychopathological symptoms and cognitive deficits in treatment-resistant schizophrenia. Schizophr Res 2015; 169:16-21. [PMID: 26549630 DOI: 10.1016/j.schres.2015.10.038] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Revised: 10/22/2015] [Accepted: 10/26/2015] [Indexed: 12/29/2022]
Abstract
Accumulating evidence showed that interleukin-2 (IL-2) may be involved in the pathophysiology of schizophrenia. Increased IL-2 levels have been found in the serum of schizophrenia patients with mixed results. In the present study, we assessed serum IL-2 levels in a large group of 160 schizophrenia patients compared to 60 healthy control subjects matched for age and gender. The schizophrenia symptomatology was assessed by the Positive and Negative Syndrome Scale (PANSS), and serum IL-2 levels were measured by sandwich ELISA. The results showed that IL-2 levels were significantly higher in chronic patients with schizophrenia than in healthy control subjects (p<0.001). Correlation analysis revealed a significantly negative association between IL-2 levels and the PANSS cognitive and positive subscales (both p<0.01). Stepwise multiple regression analyses confirmed IL-2 as the influencing factor for the cognitive and positive subscales of the PANSS. Our findings suggested that increased IL-2 may be involved in the cognitive impairments and psychopathology of chronic schizophrenia.
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22
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Wiener CD, de Mello Ferreira S, Pedrotti Moreira F, Bittencourt G, de Oliveira JF, Lopez Molina M, Jansen K, de Mattos Souza LD, Rizzato Lara D, Portela LV, da Silva RA, Oses JP. Serum levels of nerve growth factor (NGF) in patients with major depression disorder and suicide risk. J Affect Disord 2015; 184:245-8. [PMID: 26118751 DOI: 10.1016/j.jad.2015.05.067] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Revised: 05/18/2015] [Accepted: 05/27/2015] [Indexed: 01/10/2023]
Abstract
Nerve growth factor (NGF) is an important member of the neurotrophins group and their involvement in the pathophysiology of major depression disorder (MDD) and suicide risk (SR) has been recently suggested. The aim of this study is to evaluate the changes in NGF serum levels in individuals with MDD and with or without risk of suicide, in subjects from a young population-based sample. This is a paired cross-sectional study nested in a population-based study. Individuals were rated for MDD and SR by a diagnostic interview--Mini International Neuropsychiatric Interview (M.I.N.I). The total population of the sample was comprised of 141 subjects distributed in three groups: 47 healthy controls, 47 subjects with current depressive episode without SR (MDD) and 47 subjects with current depressive episode and with SR (MDD + SR). NGF serum levels were significantly reduced in the MDD and MDD + SR groups when compared with controls (p ≤ 0.001). However, there were no differences in NGF levels between the MDD and MDD + SR groups (p = 1.000). These results suggest that reduced NGF serum levels can be a possible biomarker of MDD.
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Affiliation(s)
- Carolina David Wiener
- Programa de Pós-Graduação em Saúde e Comportamento, Centro de Ciências da Vida e da Saúde, Universidade Católica de Pelotas, Av. Gonçalves Chaves 373, 96015-560 Pelotas, RS, Brasil
| | - Sharon de Mello Ferreira
- Programa de Pós-Graduação em Saúde e Comportamento, Centro de Ciências da Vida e da Saúde, Universidade Católica de Pelotas, Av. Gonçalves Chaves 373, 96015-560 Pelotas, RS, Brasil
| | - Fernanda Pedrotti Moreira
- Programa de Pós-Graduação em Saúde e Comportamento, Centro de Ciências da Vida e da Saúde, Universidade Católica de Pelotas, Av. Gonçalves Chaves 373, 96015-560 Pelotas, RS, Brasil
| | - Guilherme Bittencourt
- Programa de Pós-Graduação em Saúde e Comportamento, Centro de Ciências da Vida e da Saúde, Universidade Católica de Pelotas, Av. Gonçalves Chaves 373, 96015-560 Pelotas, RS, Brasil
| | - Jacqueline Flores de Oliveira
- Programa de Pós-Graduação em Saúde e Comportamento, Centro de Ciências da Vida e da Saúde, Universidade Católica de Pelotas, Av. Gonçalves Chaves 373, 96015-560 Pelotas, RS, Brasil
| | - Mariane Lopez Molina
- Programa de Pós-Graduação em Saúde e Comportamento, Centro de Ciências da Vida e da Saúde, Universidade Católica de Pelotas, Av. Gonçalves Chaves 373, 96015-560 Pelotas, RS, Brasil
| | - Karen Jansen
- Programa de Pós-Graduação em Saúde e Comportamento, Centro de Ciências da Vida e da Saúde, Universidade Católica de Pelotas, Av. Gonçalves Chaves 373, 96015-560 Pelotas, RS, Brasil
| | - Luciano Dias de Mattos Souza
- Programa de Pós-Graduação em Saúde e Comportamento, Centro de Ciências da Vida e da Saúde, Universidade Católica de Pelotas, Av. Gonçalves Chaves 373, 96015-560 Pelotas, RS, Brasil
| | - Diogo Rizzato Lara
- Programa de Pós-Graduação em Biologia Celular e Molecular Pontifícia Universidade do Rio Grande do Sul, Av. Ipiranga 6681, 90619-900 Porto Alegre, RS, Brasil
| | - Luiz Valmor Portela
- Programa de Pós-Graduação em Ciências Biológicas: Bioquímica, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Av. Ramiro Barcelos 2600, 90035-000 Porto Alegre, RS, Brasil
| | - Ricardo Azevedo da Silva
- Programa de Pós-Graduação em Saúde e Comportamento, Centro de Ciências da Vida e da Saúde, Universidade Católica de Pelotas, Av. Gonçalves Chaves 373, 96015-560 Pelotas, RS, Brasil
| | - Jean Pierre Oses
- Programa de Pós-Graduação em Saúde e Comportamento, Centro de Ciências da Vida e da Saúde, Universidade Católica de Pelotas, Av. Gonçalves Chaves 373, 96015-560 Pelotas, RS, Brasil.
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Zugno AI, Pacheco FD, Budni J, de Oliveira MB, Canever L, Heylmann AS, Wessler PG, da Rosa Silveira F, Mastella GA, Gonçalves CL, Freitas KV, de Castro AA, Streck EL, Quevedo J. Maternal deprivation disrupts mitochondrial energy homeostasis in the brain of rats subjected to ketamine-induced schizophrenia. Metab Brain Dis 2015; 30:1043-53. [PMID: 25920483 DOI: 10.1007/s11011-015-9671-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 04/12/2015] [Indexed: 02/04/2023]
Abstract
Maternal deprivation (MD) appears to be one of the environmental factors involved in the pathophysiology of schizophrenia. A widely used animal model of the schizophrenia involves the administration of ketamine, a dissociative anesthetic, NMDA receptors noncompetitive antagonist, that induce symptoms such as schizophrenia. To clarify the molecular mechanism of schizophrenia induced by MD, we investigated alterations in energetic metabolism, oxidative stress and neurotrophic factor levels in the brain of rats following MD and/or a single administration of ketamine during adulthood. Male Wistar rats were subjected to MD for 10 days. Additionally, these animals received acute ketamine (5, 15 or 25 mg/kg by intraperitoneal route, i.p.) during adulthood, and 30 min later, they were killed and the prefrontal cortex (PFC), the hippocampus and the striatum were removed for molecular analyses. Ketamine 25 mg/kg and/or MD and Ketamine 15 and 5 mg/kg with MD decreased the creatine kinase (CK) activity in the hippocampus. The enzyme activity of succinate dehydrogenase (SDH) in the Krebs cycle had increased in the striatum following the administration of ketamine 25 mg/kg, MD per se or MD plus ketamine 5 and 15 mg/kg. MD per se or MD combined with ketamine in different doses increased the activity of mitochondrial complexes. The PFC of animals subjected to MD and administered with ketamine 5 mg/kg exhibited increased protein carbonyl content. In the hippocampus, ketamine 15 mg/kg, ketamine 25 mg/kg and MD each increased the carbonyl content. In the striatum, the TBARS levels were increased by the administration of ketamine 25 mg/kg. Finally, in the hippocampus, MD alone or in combination with ketamine reduced the Nerve Growth Factor (NGF) levels; however, the Brain-derived Neurotrophic Factor (BDNF) levels were unaltered. In the present study, we suggest that MD increased the risk of psychotic symptoms in adulthood, altering different parameters of energy and oxidative stress. Our results suggest that adverse experiences occurring early in life may sensitize specific neurocircuits to subsequent stressors, inducing vulnerability, and may help us understand the pathophysiological mechanisms involved in this disorder.
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Affiliation(s)
- Alexandra Ioppi Zugno
- Laboratório de Neurociências, Programa de Pós-Graduação em Ciências da Saúde, Unidade Acadêmica de Ciências da Saúde, Universidade do Extremo Sul Catarinense, Criciúma, SC, Brazil,
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Lopes R, Soares R, Coelho R, Figueiredo-Braga M. Angiogenesis in the pathophysiology of schizophrenia — A comprehensive review and a conceptual hypothesis. Life Sci 2015; 128:79-93. [DOI: 10.1016/j.lfs.2015.02.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Revised: 01/27/2015] [Accepted: 02/12/2015] [Indexed: 01/11/2023]
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Can BDNF and IL-2 be indicators for the diagnosis in schizophrenic patients with depressive symptoms? Acta Neuropsychiatr 2014; 26:291-7. [PMID: 25241757 DOI: 10.1017/neu.2014.13] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVE The aim of the current study is to determine whether serum levels of brain-derived neurotrophic factor (BDNF) and interleukin-2 (IL-2) can be biological indicators for the diagnosis of schizophrenia in patients with depressive symptoms. METHOD Forty-seven patients (11 patients diagnosed with schizophrenia, 16 patients diagnosed with schizophrenia and comorbid depression and 20 patients diagnosed with major depressive disorder) and 20 healthy subjects were enrolled. The Positive and Negative Symptoms Scale, the Calgary Depression Scale for Schizophrenia and the Hamilton Depression Rating Scale were used for assessment. The serum BDNF and IL-2 levels of all the subjects were studied. RESULTS Decreased levels of serum BDNF and increased levels of serum IL-2 were found in the patients diagnosed with either schizophrenia, schizophrenia with depression, or major depressive disorder (p = 0.049, p = 0.010; p = 0.001 and p = 0.044; p = 0.027, p = 0.003; respectively) compared with control group. There were no significant differences between the patient groups in their serum BDNF and IL-2 levels. CONCLUSIONS The present study suggests that neurotrophic factors and immune system changes are involved in the pathogenesis of schizophrenia with or without depressive symptomatology. However, the data do not clarify whether depressive symptoms in schizophrenia occur as a dimension of schizophrenia or as symptoms of major depression that is comorbid with schizophrenia.
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26
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Refining and integrating schizophrenia pathophysiology – Relevance of the allostatic load concept. Neurosci Biobehav Rev 2014; 45:183-201. [DOI: 10.1016/j.neubiorev.2014.06.004] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Revised: 04/02/2014] [Accepted: 06/09/2014] [Indexed: 12/20/2022]
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Ajami A, Hosseini SH, Taghipour M, Khalilian A. Changes in serum levels of brain derived neurotrophic factor and nerve growth factor-beta in schizophrenic patients before and after treatment. Scand J Immunol 2014; 80:36-42. [PMID: 24498860 DOI: 10.1111/sji.12158] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2013] [Accepted: 01/29/2014] [Indexed: 12/27/2022]
Abstract
Schizophrenia is one of the most debilitating diseases among psychiatric disorders. Recent studies suggest the existence of effective immunological changes in the pathophysiology of this disease. The purpose of the current study was to determine the changes in serum levels of Brain Derived Neurotrophic Factor (BDNF) and Nerve Growth Factor-beta (NGF) in schizophrenic patients before treatment and 40 days after treatment. In this case-control study, serum levels of BDNF and NGF were measured by ELISA in 26 patients with schizophrenia and 26 healthy controls. All patients were treated with clozapine or risperidone for 40 days. A positive and negative syndrome scale (PANSS) questionnaire has been used to recognize the severity of the disease and to assess the response to treatment. Neurotrophin concentrations were compared before and after the treatment and with control groups using paired t-test and ANOVA test. BDNF and NGF levels in the case group were more than levels after treatment, but these differences were significant only for NGF. Concentrations in both neurotrophins were higher than the control group. The statistically significant difference was observed between changes in the NGF levels in the case and the control group, while no significant difference was seen in changes of BDNF. The main conclusion to be drawn from this study was that the increase in BDNF and particularly NGF may have an important role in causing schizophrenia. And possibly drugs clozapine and risperidone help to treat the disease by reducing the concentration of Neurotrophins.
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Affiliation(s)
- A Ajami
- Department of Immunology and Microbiology, School of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
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28
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Nerve growth factor and its receptor in schizophrenia. BBA CLINICAL 2014; 1:24-9. [PMID: 26675984 PMCID: PMC4633968 DOI: 10.1016/j.bbacli.2014.05.001] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2014] [Revised: 05/03/2014] [Accepted: 05/08/2014] [Indexed: 01/18/2023]
Abstract
Promising studies suggest that defects in synaptic plasticity detected in schizophrenia may be linked to neurodevelopmental and neurodegenerative abnormalities and contribute to disease-associated cognitive impairment. We aimed to clarify the role of the synaptic plasticity regulatory proteins, nerve growth factor (NGF) and its receptor (NGFR) in the pathogenesis of schizophrenia by comparative analysis of their blood levels and functional single nucleotide polymorphisms (SNPs) in genes encoding these proteins (NGF and NGFR) in schizophrenia-affected and healthy subjects. Relationships between the selected SNPs' genotypes and NGF and NGFR plasma levels were also assessed. Our results demonstrated a positive association between schizophrenia and the NGF rs6330 as well as the NGFR rs11466155 and rs2072446 SNPs. Also, a negative association between this disorder and NGF rs4839435 as well as NGFR rs734194 was found. In both, haloperidol-treated and antipsychotic-free patients decreased blood levels of the NGF and NGFR were found, and a positive interrelation between rs6330 and rs2072446 carriage and decreased NGF and NGFR levels, respectively, was revealed. In conclusion, our results demonstrate association of schizophrenia with the rs6330, rs4839435 and rs734194, rs11466155, rs2072446 as well as with the decreased blood levels of corresponding proteins. Our findings indicate the implication of alterations in NGFR and NGFR genes in schizophrenia, particularly, in defects of synaptic plasticity. Furthermore, the data obtained suggests that at least in Armenian population the NGF rs6330*T and NGFR rs11466155*T, rs2072446*T alleles might be nominated as risk factors, whereas the NGF rs4839435*A and NGFR rs734194*G alleles might be protective against developing schizophrenia. The NGF and NGFR functional polymorphisms in schizophrenia-affected and healthy subjects were studied. Blood plasma levels of these proteins were also evaluated. Decreased NGF and NGFR levels in schizophrenia patients were detected. The rs6330*T and rs2072446*T carriage was interrelated with low NGF and NGFR levels, respectively. The NGF rs6330*T and NGFR rs11466155*T, rs2072446*T alleles might be nominated as risk factors.
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Viola TW, Tractenberg SG, Levandowski ML, Pezzi JC, Bauer ME, Teixeira AL, Grassi-Oliveira R. Neurotrophic factors in women with crack cocaine dependence during early abstinence: the role of early life stress. J Psychiatry Neurosci 2014; 39:206-14. [PMID: 24331739 PMCID: PMC3997606 DOI: 10.1503/jpn.130027] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2013] [Revised: 06/26/2013] [Accepted: 10/11/2013] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Neurotrophic factors have been investigated in the pathophysiology of alcohol and drug dependence and have been related to early life stress driving developmental programming of neuroendocrine systems. METHODS We conducted a follow-up study that aimed to assess the plasma levels of glial cell line-derived neurotrophic factor (GDNF), brain-derived neurotrophic factor (BDNF), nerve growth factor (NGF), neurotrophin-3 (NT3) and neurotrophin-4/5 (NT4/5) in crack users during 3 weeks of early abstinence in comparison with healthy controls. We performed a comprehensive clinical assessment in female inpatients with crack cocaine dependence (separated into 2 groups: participants with (CSA+) and without (CSA-) a history of childhood sexual abuse) and a group of nonuser control participants. RESULTS Our sample included 104 women with crack cocaine dependence and 22 controls; of the women who used crack cocaine, 22 had a history of childhood sexual abuse and 82 did not. The GDNF plasma levels in the CSA+ group increased dramatically during 3 weeks of detoxification. In contrast, those in the CSA- group showed lower and stable levels of GDNF under the same conditions. Compared with the control group, BDNF plasma levels remained elevated and NGF levels were reduced during early abstinence. We found no differences in NT3 and NT4/5 between the patients and controls. However, within-group analyses showed that the CSA+ group exhibited higher levels of NT4/5 than the CSA- group at the end of detoxification. LIMITATIONS Some of the participants were using neuroleptics, mood stabilizers or antidepressants; our sample included only women; memory bias could not be controlled; and we did not investigate the possible confounding effects of other forms of stress during childhood. CONCLUSION This study supports the association between early life stress and peripheral neurotrophic factor levels in crack cocaine users. During early abstinence, plasmastic GDNF and NT4/5 were the only factors to show changes associated with a history of childhood sexual abuse.
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Affiliation(s)
- Thiago Wendt Viola
- Viola, Tractenberg, Levandowski, Bauer, Grassi-Oliveira — Centre of Studies and Research in Traumatic Stress, PostGraduate Program in Psychology, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Pezzi — Post-Graduate Program in Health Sciences, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, Brazil; Bauer, Grassi-Oliveira — Laboratory of Immunosenescence, Institute of Biomedical Research, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Teixeira — Neuroscience Program, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Saulo Gantes Tractenberg
- Viola, Tractenberg, Levandowski, Bauer, Grassi-Oliveira — Centre of Studies and Research in Traumatic Stress, PostGraduate Program in Psychology, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Pezzi — Post-Graduate Program in Health Sciences, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, Brazil; Bauer, Grassi-Oliveira — Laboratory of Immunosenescence, Institute of Biomedical Research, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Teixeira — Neuroscience Program, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Mateus Luz Levandowski
- Viola, Tractenberg, Levandowski, Bauer, Grassi-Oliveira — Centre of Studies and Research in Traumatic Stress, PostGraduate Program in Psychology, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Pezzi — Post-Graduate Program in Health Sciences, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, Brazil; Bauer, Grassi-Oliveira — Laboratory of Immunosenescence, Institute of Biomedical Research, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Teixeira — Neuroscience Program, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Júlio Carlos Pezzi
- Viola, Tractenberg, Levandowski, Bauer, Grassi-Oliveira — Centre of Studies and Research in Traumatic Stress, PostGraduate Program in Psychology, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Pezzi — Post-Graduate Program in Health Sciences, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, Brazil; Bauer, Grassi-Oliveira — Laboratory of Immunosenescence, Institute of Biomedical Research, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Teixeira — Neuroscience Program, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Moisés Evandro Bauer
- Viola, Tractenberg, Levandowski, Bauer, Grassi-Oliveira — Centre of Studies and Research in Traumatic Stress, PostGraduate Program in Psychology, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Pezzi — Post-Graduate Program in Health Sciences, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, Brazil; Bauer, Grassi-Oliveira — Laboratory of Immunosenescence, Institute of Biomedical Research, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Teixeira — Neuroscience Program, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Antonio Lúcio Teixeira
- Viola, Tractenberg, Levandowski, Bauer, Grassi-Oliveira — Centre of Studies and Research in Traumatic Stress, PostGraduate Program in Psychology, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Pezzi — Post-Graduate Program in Health Sciences, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, Brazil; Bauer, Grassi-Oliveira — Laboratory of Immunosenescence, Institute of Biomedical Research, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Teixeira — Neuroscience Program, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Rodrigo Grassi-Oliveira
- Viola, Tractenberg, Levandowski, Bauer, Grassi-Oliveira — Centre of Studies and Research in Traumatic Stress, PostGraduate Program in Psychology, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Pezzi — Post-Graduate Program in Health Sciences, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, Brazil; Bauer, Grassi-Oliveira — Laboratory of Immunosenescence, Institute of Biomedical Research, Pontifical Catholic University of the Rio Grande do Sul (PUCRS), Porto Alegre, Brazil; Teixeira — Neuroscience Program, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
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Upthegrove R, Manzanares-Teson N, Barnes NM. Cytokine function in medication-naive first episode psychosis: a systematic review and meta-analysis. Schizophr Res 2014; 155:101-8. [PMID: 24704219 DOI: 10.1016/j.schres.2014.03.005] [Citation(s) in RCA: 351] [Impact Index Per Article: 35.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2013] [Revised: 03/09/2014] [Accepted: 03/10/2014] [Indexed: 01/07/2023]
Abstract
This systematic review sets out to give a comprehensive overview of the cytokine profile at the onset of psychosis un-confounded by medication. We aim to provide insight into the early pathophysiological process of psychosis and areas for future research of potential biomarkers able to chart the extent of illness or effectiveness of treatment. Following PRISMA guidelines, a systematic primary search identified 4638 citations, 4651 studies were retrieved and screened, and 23 studies met the inclusion criteria (published in English before June 2013, patients with neuroleptic naive first episode psychosis, and assessed circulating cytokines). These reported 570 patients, 683 healthy control subjects, and 20 cytokine/cytokine receptors. Papers that contained sufficient stratified data were included in a random-effects pooled effect size meta-analysis. Highly significant effect sizes were found for elevated IL-1β, sIL-2r, IL-6, and TNF-α. Non-significant effect size estimates were obtained for IL-2, IL-4, and IFN-γ. Thus, we found significant elevation in pro-inflammatory cytokine levels in the serum of patients with medication-naive first episode psychosis. This adds to the evidence of a pro-inflammatory immune deregulation in schizophrenia and suggests these cytokines should be the focus for further research in biomarkers of progress and extent of illness. Future studies should focus on the medication-naive group at the early stages of illness with numbers large enough to allow for the control of other potential confounding factors.
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Affiliation(s)
- Rachel Upthegrove
- Department of Psychiatry, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK; Early Intervention Service, Birmingham and Solihull Mental Health NHS Foundation Trust, Birmingham, UK.
| | - Nuria Manzanares-Teson
- Early Intervention Service, Birmingham and Solihull Mental Health NHS Foundation Trust, Birmingham, UK
| | - Nicholas M Barnes
- Section of Pharmacy, Pharmacology and Therapeutics, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
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31
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Bilgen AE, Bozkurt Zincir S, Zincir S, Ozdemir B, Ak M, Aydemir E, Sener I. Effects of electroconvulsive therapy on serum levels of brain-derived neurotrophic factor and nerve growth factor in treatment resistant major depression. Brain Res Bull 2014; 104:82-7. [PMID: 24747833 DOI: 10.1016/j.brainresbull.2014.04.005] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2013] [Revised: 04/06/2014] [Accepted: 04/07/2014] [Indexed: 12/31/2022]
Abstract
OBJECTIVES This study aimed to investigate the effects of electroconvulsive treatment on serum BDNF and NGF levels in patients with treatment-resistant major depression. METHODS Thirty patients with treatment-resistant major depression and 30 healthy controls were included in the study. The patients' serum BDNF and NGF levels were measured three times; before treatment (T0), when the clinical response occurred (T1) and at the end of treatment (T2). RESULTS The reduction detected in the HAM-D scores with ECT during the T0-T1, T1-T2 and T0-T2 periods was found to be statistically significant. In the patient group, increase in the mean BDNF levels after ECT treatment was found to be statistically significant (p<0.05). Significant increases in serum BDNF levels with ECT were lower than in the control group, and the serum NGF levels did not increase significantly. There was no relationship between the severity of the depression and serum BDNF and NGF levels (p>0.05). CONCLUSIONS This study evaluated the role of neurotrophic factors in the etiopathogenesis of major depression. Future studies should investigate the relationship between neurotrophic factors with neuroendocrine and genetic processes to elucidate the psychobiology and treatment of mental disorders.
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Affiliation(s)
- Ali Emrah Bilgen
- Etimesgut Asker Hastanesi, Department of Psychiatry, Ankara, Turkey.
| | - Selma Bozkurt Zincir
- Erenkoy Training and Research Hospital for Psychiatric and Neurological Disorders, Department of Psychiatry, İstanbul, Turkey.
| | - Serkan Zincir
- Gölcük Asker Hastanesi, Department of Psychiatry, Kocaeli, Turkey.
| | - Barbaros Ozdemir
- Gülhane Askeri Tıp Akademisi, Department of Psychiatry, Ankara, Turkey.
| | - Mehmet Ak
- Memorial Hospital, Department of Psychiatry, Konya, Turkey.
| | - Emre Aydemir
- Gülhane Askeri Tıp Akademisi, Department of Psychiatry, Ankara, Turkey.
| | - Irfan Sener
- Gülhane Askeri Tıp Akademisi, Department of Biochemistry, Ankara, Turkey.
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32
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Abstract
In the last decade an increasing body of research has focussed on the potential role of inflammation in the onset of psychiatric disorders. Although the association between inflammation and depression appears now widely acknowledged, mixed findings have been reported in psychosis leaving the pathophysiological role of inflammation in psychosis still unclear. This paper aims to review studies focussing on inflammation in first-episode psychosis, in order to avoid the possible confounding effects of the long duration of illness and chronic treatment with psychotropic medications. Increased levels of IL-6, TNF-α and IL-1β are the most consistent findings from the studies conducted in first-episode psychosis patients. Mixed findings on other cytokines could be partly due to the different methodologies of the studies reviewed. The findings on the association between inflammatory markers and clinical symptoms and physical health, as well as on the effect of antipsychotic medications on inflammation at the onset of psychosis are also reviewed and discussed. The increased inflammation at onset of psychosis as well as in other psychiatric conditions, such as depression, suggests the presence of biological abnormalities which play a pathophysiological role across different diagnostic categories. Future research should test if increased inflammation could be used for the development of biomarkers, as well as as a potential therapeutic target for different subsamples of patients independently of their diagnostic category.
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Affiliation(s)
- Zuzanna Zajkowska
- Department of Psychological Medicine, Institute of Psychiatry, King's College London, London, UK
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33
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Guney E, Ceylan MF, Kara M, Tekin N, Goker Z, Senses Dinc G, Ozturk O, Eker S, Kizilgun M. Serum nerve growth factor (NGF) levels in children with attention deficit/hyperactivity disorder (ADHD). Neurosci Lett 2013; 560:107-11. [PMID: 24361544 DOI: 10.1016/j.neulet.2013.12.026] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Revised: 12/09/2013] [Accepted: 12/16/2013] [Indexed: 01/23/2023]
Abstract
Attention deficit/hyperactivity disorder (ADHD) is the most commonly diagnosed neurobehavioral disorder of childhood. The etiopathogeny of ADHD has not been totally defined. Recent reports have suggested a pathophysiological role of neurotrophins in ADHD. In this study, we evaluated serum levels of nerve growth factor (NGF) in patients with ADHD. The sample population consisted of 44 child or adolescent patients diagnosed with ADHD according to DSM-IV criteria; 36 healthy subjects were included in the study as controls. Venous blood samples were collected, and NGF levels were measured. The mean serum NGF levels of the ADHD patients were significantly higher than those of the controls. Age and gender of the patients were not correlated with serum NGF levels. There were no significant differences in NGF levels among the combined and predominantly inattentive subtypes of ADHD. Our study suggests that there are higher levels of serum NGF in drug naive ADHD patients, and that increased levels of NGF might have an important role in the pathophysiology of ADHD.
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Affiliation(s)
- Esra Guney
- Ankara Pediatric & Pediatric Hematology Oncology Training and Research Hospital, Department of Child and Adolescent Psychiatry, Ankara, Turkey.
| | - Mehmet Fatih Ceylan
- Yıldırım Beyazıt University Medical Faculty, Department of Child and Adolescent Psychiatry, Ankara, Turkey
| | - Mehmet Kara
- Osmangazi University Medical Faculty, Department of Medical Biochemistry, Eskisehir, Turkey
| | - Neslihan Tekin
- Aksaray University Science Faculty, Department of Biochemistry, Aksaray, Turkey
| | - Zeynep Goker
- Ankara Pediatric & Pediatric Hematology Oncology Training and Research Hospital, Department of Child and Adolescent Psychiatry, Ankara, Turkey
| | - Gulser Senses Dinc
- Ankara Pediatric & Pediatric Hematology Oncology Training and Research Hospital, Department of Child and Adolescent Psychiatry, Ankara, Turkey
| | - Onder Ozturk
- Ankara Pediatric & Pediatric Hematology Oncology Training and Research Hospital, Department of Child and Adolescent Psychiatry, Ankara, Turkey
| | - Sevda Eker
- Ankara Pediatric & Pediatric Hematology Oncology Training and Research Hospital, Department of Pediatrics, Ankara, Turkey
| | - Murat Kizilgun
- Ankara Pediatric & Pediatric Hematology Oncology Training and Research Hospital, Department of Medical Biochemistry, Ankara, Turkey
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Martino M, Rocchi G, Escelsior A, Contini P, Colicchio S, de Berardis D, Amore M, Fornaro P, Fornaro M. NGF serum levels variations in major depressed patients receiving duloxetine. Psychoneuroendocrinology 2013; 38:1824-8. [PMID: 23507186 DOI: 10.1016/j.psyneuen.2013.02.009] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2013] [Accepted: 02/07/2013] [Indexed: 01/12/2023]
Abstract
BACKGROUNDS Nerve growth factor (NGF) is involved in the modulation of the neuro-endocrine-immune (NEI) system, whereas alterations in neuroplasticity and NEI homeostasis seem to play a role in the pathophysiology of major depressive disorder (MDD). Objective of the study was to investigate NGF levels variations in MDD patients during antidepressant treatment with duloxetine, a relatively newer SNRI. METHODS 30 MDD patients and 32 healthy controls were assessed using Hamilton depression scale (HAM-D) and monitored for NGF serum levels at baseline, week 6 and week 12 of duloxetine treatment (60 mg/day) and at baseline, respectively. RESULTS According to early clinical response to duloxetine (defined at week 6 by reduction >50% of baseline HAM-D score), MDD patients were distinguished in early responders (ER) and early non-responders (ENR), who overall reached clinical response at week 12. Laboratory analysis showed overall significant lower baseline NGF levels among depressed patients compared to healthy controls, not significantly in ER and significantly in ENR. During duloxetine treatment NGF levels further decreased in association with clinical response, reaching significantly lower values in ER at W6 compared to controls, and in ENR at W12 compared to baseline. CONCLUSIONS A decrease in NGF levels during duloxetine treatment in association to clinical response could be indicative of a relative restoring of NEI stress-adaptation system, since stressors, inducing neuronal instability due to neurotrophins activity changes, permits circuitry remodeling as background in the selection of alternative adaptive behaviors. However, the lower baseline NGF levels found in MDD patients that further decrease during the treatment could represent a lower neurotrophin set point, possibly reflecting a functional impairment in stress-adaptive neuroplasticity in depressive disorders.
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Affiliation(s)
- Matteo Martino
- Department of Neuroscience, Section of Psychiatry, IRCCS AOU San Martino - IST, Genoa, Italy.
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Audet MC, Anisman H. Interplay between pro-inflammatory cytokines and growth factors in depressive illnesses. Front Cell Neurosci 2013; 7:68. [PMID: 23675319 PMCID: PMC3650474 DOI: 10.3389/fncel.2013.00068] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2013] [Accepted: 04/22/2013] [Indexed: 01/18/2023] Open
Abstract
The development of depressive disorders had long been attributed to monoamine variations, and pharmacological treatment strategies likewise focused on methods of altering monoamine availability. However, the limited success achieved by treatments that altered these processes spurred the search for alternative mechanisms and treatments. Here we provide a brief overview concerning a possible role for pro-inflammatory cytokines and growth factors in major depression, as well as the possibility of targeting these factors in treating this disorder. The data suggest that focusing on one or another cytokine or growth factor might be counterproductive, especially as these factors may act sequentially or in parallel in affecting depressive disorders. It is also suggested that cytokines and growth factors might be useful biomarkers for individualized treatments of depressive illnesses.
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O’Bryant SE, Xiao G, Barber R, Cullum CM, Weiner M, Hall J, Edwards M, Grammas P, Wilhelmsen K, Doody R, Diaz-Arrastia R. Molecular neuropsychology: creation of test-specific blood biomarker algorithms. Dement Geriatr Cogn Disord 2013; 37:45-57. [PMID: 24107792 PMCID: PMC4400831 DOI: 10.1159/000345605] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/06/2012] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Prior work on the link between blood-based biomarkers and cognitive status has largely been based on dichotomous classifications rather than detailed neuropsychological functioning. The current project was designed to create serum-based biomarker algorithms that predict neuropsychological test performance. METHODS A battery of neuropsychological measures was administered. Random forest analyses were utilized to create neuropsychological test-specific biomarker risk scores in a training set that were entered into linear regression models predicting the respective test scores in the test set. Serum multiplex biomarker data were analyzed on 108 proteins from 395 participants (197 Alzheimer patients and 198 controls) from the Texas Alzheimer's Research and Care Consortium. RESULTS The biomarker risk scores were significant predictors (p < 0.05) of scores on all neuropsychological tests. With the exception of premorbid intellectual status (6.6%), the biomarker risk scores alone accounted for a minimum of 12.9% of the variance in neuropsychological scores. Biomarker algorithms (biomarker risk scores and demographics) accounted for substantially more variance in scores. Review of the variable importance plots indicated differential patterns of biomarker significance for each test, suggesting the possibility of domain-specific biomarker algorithms. CONCLUSIONS Our findings provide proof of concept for a novel area of scientific discovery, which we term 'molecular neuropsychology'.
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Affiliation(s)
- Sid E. O’Bryant
- University of North Texas Health Sciences Center, Department of Internal Medicine & Institute for Aging & Alzheimer’s Disease Research, 3500 Camp Bowie Blvd, Fort Worth, Texas, 76107, USA
| | - Guanghua Xiao
- University of Texas Southwestern Medical Center, Department of Clinical Sciences, 5323 Harry Hines Blvd, Dallas, Texas, 75235, USA
| | - Robert Barber
- University of North Texas Health Science Center, Department of Pharmacology and Neuroscience & Institute for Aging & Alzheimer’s Disease Research,, 3500 Camp Bowie Blvd, Fort Worth, Texas, 76107, USA
| | - C. Munro Cullum
- University of Texas Southwestern Medical Center, Department of Psychiatry, 5323 Harry Hines Blvd, Dallas, Texas, 75235, USA
- University of Texas Southwestern Medical Center, Department of Neurology, 5323 Harry Hines Blvd, Dallas, Texas, 75235, USA
| | - Myron Weiner
- University of Texas Southwestern Medical Center, Department of Psychiatry, 5323 Harry Hines Blvd, Dallas, Texas, 75235, USA
- University of Texas Southwestern Medical Center, Department of Neurology and Neurotherapeutics, 5323 Harry Hines Blvd, Dallas, Texas, 75235, USA
| | - James Hall
- University of North Texas Health Science Center, Department of Psychiatry & Institute for Aging & Alzheimer’s Disease Research, 3500 Camp Bowie Blvd, Fort Worth, Texas, 76107, USA
| | - Melissa Edwards
- University of North Texas, Department of Psychology, 1155 Union Circle, Denton, Texas, 76203, USA
| | - Paula Grammas
- Texas Tech University Health Sciences Center, Garrison Institute on Aging, 3601 4th Street, Lubbock, Texas, 79415, USA
| | - Kirk Wilhelmsen
- University of North Carolina School of Medicine, Department of Genetics, 333 South Columbia Street, Chapel Hill, NC, 27514, USA
| | - Rachelle Doody
- Baylor College of Medicine, Department of Neurology, Alzheimer’s Disease and Memory Disorders Center, 1977 Butler Blvd. Suite E5.101, Houston, Texas, 77030, USA
| | - Ramon Diaz-Arrastia
- Uniformed Services University of the Health Sciences, Center for Neuroscience and Regenerative Medicine, 12725 Twinbrook Parkway, Rockville, MD, 20852, USA
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