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Liu Z, Wang L, Yu L, Zhao Y, Zhu M, Wang Y, Cao A. Identification of immune cells and circulating inflammatory factors associated with neurodevelopmental disorders by bidirectional Mendelian randomization and mediation analysis. Sci Rep 2025; 15:12840. [PMID: 40229469 PMCID: PMC11997206 DOI: 10.1038/s41598-025-98020-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 04/08/2025] [Indexed: 04/16/2025] Open
Abstract
The roles of various immune cells and circulating inflammatory factors in neurodevelopmental disorders (NDDs) remain controversial. Therefore we employed a two-sample and bidirectional Mendelian randomization and mediation method to explore the causal relationships between immune cells, circulating inflammatory factors, and NDDs. All data were originated from Genome-Wide Association Study (GWAS) datasets. We found a significant positive causal relationship between 13 immune cells and autism spectrum disorder (ASD), including six CD8+ T cells, one CD3+ T cell, two CD20+ B cells, one CD38+ B cell, and two plasmacytoid DC. 9 inflammatory factors showed significant causal relationships with ASD: interleukins-7 (IL-7), interleukins-2 (IL-2), Interleukin-2 receptor subunit beta levels( IL-2β) and interleukins-18 receptor 1 levels (IL-18-R1) were negatively associated. In contrast, five inflammatory factors were positively associated, such as tumor necrosis factor-α (TNF-α). 14 immune cells exhibited significant causal relationships with attention deficit hyperactivity disorder (ADHD). CD3 on naive CD8br and CD4 on activated Treg were positively associated, while four CD27-expressing B cells were positively associated with ASD. Four CD40-expressing monocytes were negatively associated with ADHD. 7 inflammatory factors had significant causal relationships with ADHD: Fibroblast Growth Factor 23 levels (FGF-23), CD40L receptor levels, Glial Cell Line-Derived Neurotrophic Factor levels (GDNF), TNF-α were more important among these. Mediation analysis identified 12 mediating relationships, with three showing strong evidence: Natural killer cell receptor 2B4 levels (19.9%), FGF-23 (11%), and Eotaxin levels (- 5.95%). Strong causal relationships existed between immune cells, circulating inflammatory factors, and NDDs. Inflammatory factors mediated the pathways between immune cells and NDDs.
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Affiliation(s)
- Zhiyue Liu
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China
| | - Lihong Wang
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China
| | - Lianhu Yu
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China
| | - Yongheng Zhao
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China
| | - Mengna Zhu
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China
| | - Yu Wang
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China
| | - Aihua Cao
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China.
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Tezcan ME, Ekici F, Ugur C, Can Ü, Karatoprak S, Sağlıyan GA, Uçak EF, Güleç A, Erbasan V, Sen B, Simsek F, Atas AE. Do specific myelin autoantibodies and increased cerebral dopamine neurotrophic factor in the context of inflammation predict the diagnosis of attention deficit hyperactivity disorder in medication-free children? Brain Behav Immun 2025; 124:125-136. [PMID: 39617068 DOI: 10.1016/j.bbi.2024.11.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 10/15/2024] [Accepted: 11/22/2024] [Indexed: 01/20/2025] Open
Abstract
BACKGROUND The aim of this study was to investigate the serum levels of anti-myelin basic protein (anti-MBP), anti-myelin oligodentrocyte glycoprotein (anti-MOG), myelin-associated glycoprotein (MAG), high-sensitivity C-reactive protein (hs-CRP), cerebral dopamine neurotrophic factor (CDNF), cerebellin-1, and reelin and their relationships with clinical severity and irritability behaviours in children with attention deficit (AD) hyperactivity disorder (ADHD) and typically developing (TD) healthy controls. METHODS In this study, 141 children with ADHD between the ages of 8 and 14 years who were medication-free and 135 TD healthy controls were included. The serum levels of anti-MBP, anti-MOG, MAG, CDNF, hs-CRP, cerebellin, and reelin were measured using enzyme-linked immunosorbent assay kits. The Turgay Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV)-based Screening and Evaluation Scale for Attention Deficit and Disruptive Behavior Disorders-Parent Form (TDSM-IV-O) and the affective reactivity index (ARI) scale were used to assess clinical severity and irritability behaviours in the children. RESULTS The MAG, CDNF, hs-CRP, reelin, and cerebellin levels were significantly higher in the ADHD group than in the control group, but no significant differences in anti-MBP and anti-MOG levels were found between the groups. Compared with the controls, the patients with ADHD showed significantly higher scores on the ARI self- and parent-report scales. The reelin, hs-CRP, and MAG levels were significantly associated with the TDSM-IV-O AD scores, AD and oppositional defiant (OD) disorder scores and hyperactivity, and OD and conduct disorder scores, respectively. Hs-CRP was significantly associated with anti-MBP and cerebellin levels. In an analysis of covariance, the results were unchanged even after controlling for potential confounders such as age, body mass index, and sex. CONCLUSION This study demonstrates that MAG, CDNF, hs-CRP, reelin, and cerebellin levels may play a potential role in the pathogenesis of ADHD.
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Affiliation(s)
- Mustafa Esad Tezcan
- Department of Child and Adolescent Psychiatry, Konya City Hospital, Karatay-Konya 42020, Turkey.
| | - Fatih Ekici
- Department of Psychiatry, Konya City Hospital, Karatay-Konya 42020, Turkey.
| | - Cüneyt Ugur
- Department of Pediatrics, Konya City Health Application and Research, University of Health Sciences Turkey, Karatay-Konya 42020, Turkey.
| | - Ümmügülsüm Can
- Department of Medical Biochemistry, Konya City Health Application and Research, University of Health Sciences Turkey, Karatay-Konya 42020, Turkey.
| | - Serdar Karatoprak
- Department of Child and Adolescent Psychiatry, Konya City Hospital, Karatay-Konya 42020, Turkey.
| | | | - Ekrem Furkan Uçak
- Department of Psychiatry, Konya City Hospital, Karatay-Konya 42020, Turkey.
| | - Ahmet Güleç
- Department of Child and Adolescent Psychiatry, Balıkesir City Hospital, Altıeylül, Balıkesir, Turkey.
| | - Vefa Erbasan
- Department of Psychiatry, İzmir City Hospital, Bayraklı, 35540 Izmir, Turkey.
| | - Barıs Sen
- Department of Psychiatry, Manavgat State Hospital, Manavgat-Antalya, Turkey.
| | - Fulya Simsek
- Department of Child and Adolescent Psychiatry, Konya City Hospital, Karatay-Konya 42020, Turkey.
| | - Abdullah Enes Atas
- Department of Radiology, Konya City Hospital, Karatay-Konya 42020, Turkey.
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Dewi MM, Imron A, Risan NA, Mediana G, Judistiani RTD, Setiabudiawan B. The Association of Vitamin D, Nerve Growth Factor (NGF), Brain-Derived Neurotrophic Factor (BDNF), and Glial Cell-Derived Neurotrophic Factor (GDNF) with Development in Children. CHILDREN (BASEL, SWITZERLAND) 2025; 12:60. [PMID: 39857891 PMCID: PMC11763926 DOI: 10.3390/children12010060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 12/26/2024] [Accepted: 12/30/2024] [Indexed: 01/27/2025]
Abstract
BACKGROUND Short stature remains a global problem and is associated with vitamin D status. Vitamin D is also a neurosteroid with regard to neurotrophic factors but its role in development is unclear. Therefore, this study analyzed the relationships between vitamin D, NGF, GDNF, and BDNF and developmental status in children with a history of short stature (<2 years). METHODS This research is a prospective cross-sectional study conducted in March 2022. The vitamin D, NGF, GDNF, and BDNF levels were measured in stored biological materials from children aged 2-4 years, and their Ages and Stages Questionnaire (ASQ-3) scores were also assessed. The results were analyzed via the chi-square test, Fisher's exact test, Mann-Whitney test for NGF, unpaired t-test, and Spearman rank correlation. RESULTS Among the 85 study subjects, 41.2% were short in stature, with 37% having developmental deviation. Male sex (p = 0.038) and low maternal education (p = 0.024) were associated with short stature. The mean vitamin D level was lower (p = 0.041) in children with short stature (27.65 ng/dL). The risk factors associated with short stature were vitamin D levels ≤ 32.7 ng/dL, GDNF levels ≤ 12.99 ng/mL, male sex, and low maternal education. Children with short stature (<2 years old) also demonstrated impaired problem-solving as assessed by the ASQ-3 (p = 0.005). Vitamin D was also associated with gross motor skills (p = 0.035) and personal social development (p = 0.038). CONCLUSIONS There was no association of vitamin D with NGF, GDNF, or BDNF levels. Vitamin D levels are associated with short stature and development in children, especially gross motor skills, personal social development, and problem solving.
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Affiliation(s)
- Mia Milanti Dewi
- Child Health Department, Faculty of Medicine, Universitas Padjadjaran, Hasan Sadikin Hospital, Bandung 40161, West Java, Indonesia; (N.A.R.); (B.S.)
| | - Akhmad Imron
- Neurosurgery Department, Faculty of Medicine, Universitas Padjadjaran, Hasan Sadikin Hospital, Bandung 40161, West Java, Indonesia;
| | - Nelly Amalia Risan
- Child Health Department, Faculty of Medicine, Universitas Padjadjaran, Hasan Sadikin Hospital, Bandung 40161, West Java, Indonesia; (N.A.R.); (B.S.)
| | - Grace Mediana
- Bandung City Health Service, Bandung 40161, West Java, Indonesia;
| | - Raden Tina Dewi Judistiani
- Public Health Department, Faculty of Medicine, Universitas Padjadjaran, Bandung 40161, West Java, Indonesia;
| | - Budi Setiabudiawan
- Child Health Department, Faculty of Medicine, Universitas Padjadjaran, Hasan Sadikin Hospital, Bandung 40161, West Java, Indonesia; (N.A.R.); (B.S.)
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Gul MK, Sahin M, Demirci E, Ozmen S, Tahtasakal R, Sener EF. Nerve growth factor and angiotensin converting enzyme 2 levels in children with neurodevelopmental disorders. Int J Neurosci 2024; 134:1235-1241. [PMID: 37691578 DOI: 10.1080/00207454.2023.2257871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 07/14/2023] [Accepted: 09/04/2023] [Indexed: 09/12/2023]
Abstract
OBJECTIVE Neurodevelopmental disorders (NDDs) are the most common psychiatric disorders in childhood, and there are many factors in their etiology. In recent years, many biomarkers have been studied to elucidate the etiology of these disorders. In this study, it was aimed to investigate the levels of nerve growth factor (NGF) and angiotensin converting enzyme 2 (ACE2) in attention deficit hyperactivity disorder (ADHD), autism spectrum disorder (ASD), and intellectual disability (ID). METHODS The study included 74 children with NDDs (the number of patients in ADHD, ASD and ID groups were 24, 25 and 25 respectively) and 30 healthy controls (HCs). Serum NGF and ACE2 levels were studied with ELISA kits, also complete blood count (CBC), levels of fasting glucose and serum lipids were assessed. RESULTS ACE2 levels were found to be lower in NDD group than HCs in girls. In boys with ASD, triglyceride levels were significantly higher than other groups. Also a positive correlation was found between ACE2 and NGF levels when all sample assessed together. CONCLUSIONS This study is a premise for investigating ACE2 and NGF in NDDs. The role of these markers in ADHD, ASD, ID and other NDDs and their associations with gender should be assessed by studies in which both larger sample groups and more disorders.
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Affiliation(s)
- Melike Kevser Gul
- Department of Child and Adolescent Psychiatry, Erciyes University School of Medicine, Kayseri, Turkey
| | - Murside Sahin
- Department of Child and Adolescent Psychiatry, Erciyes University School of Medicine, Kayseri, Turkey
| | - Esra Demirci
- Department of Child and Adolescent Psychiatry, Erciyes University School of Medicine, Kayseri, Turkey
| | - Sevgi Ozmen
- Department of Child and Adolescent Psychiatry, Erciyes University School of Medicine, Kayseri, Turkey
| | - Reyhan Tahtasakal
- Erciyes University Genome and Stem Cell Center (GENKOK), Kayseri, Turkey
| | - Elif Funda Sener
- Erciyes University Genome and Stem Cell Center (GENKOK), Kayseri, Turkey
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Çiçek Zekey Ö, Uçar HN, Akyürek F, Arıcı Sağlıyan G, Çetin FH, Türkoğlu S, Altınbaş K. Neurotrophic factor levels and executive functions in children of parents with bipolar disorder: A case controlled study. J Affect Disord 2024; 359:327-332. [PMID: 38795781 DOI: 10.1016/j.jad.2024.05.112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 05/21/2024] [Accepted: 05/22/2024] [Indexed: 05/28/2024]
Abstract
BACKGROUND In the current study, it was aimed to evaluate neurotrophic factor levels and their relationship with executive functions in high-risk children and adolescents (high-risk group) whose parents were diagnosed with bipolar disorder (BD) but not affected by any psychiatric disease,and in order to determine possible vulnerability factors related to the disease. METHODS The study sample consisted of 32 high-risk group and 34 healthy controls. The Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime Version-Turkish Adaptation (KSADS-PL-T), Stroop Test, Serial Digit Learning Test (SDLT) and Cancellation Test to evaluate executive functions were administered to all participants by the clinician.Serum levels of neurotrophic factors were measured using commercial enzyme linked immunosorbent assay kits. RESULTS Serum BDNF, NT-3, NT-4 levels and SDLT scores were significantly lower in the high-risk group for BD compared to the healthy control group. A moderate negative correlation was found between BDNF levels and the Cancellation Test scores in the high-risk group. In addition to these results, the odds ratios of age, NT-4, SDLT scores for being in the risky group in terms of BD diagnosis were 1.26, 0.99 and 0.86 respectively. LIMITATIONS This was a cross-sectional study. Causality between study results is therefore difficult to establish. The relatively small sample size of the study is another limitation. CONCLUSION The results of the present study suggest that BDNF, NT-3, NT-4 may play a role in the physiopathology of BD and may be associated with impaired executive function areas such as attention and response inhibition in the high-risk group.
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Affiliation(s)
- Özlem Çiçek Zekey
- Department of Child and Adolescent Psychiatry, Sivas Numune Hospital, Sivas, Turkey.
| | - Halit Necmi Uçar
- Department of Child and Adolescent Psychiatry, Diamind Zihin Akademisi, Konya, Turkey
| | - Fikret Akyürek
- Department of Biochemistry, School of Medicine Selçuk University, Konya, Turkey
| | | | - Fatih Hilmi Çetin
- Department of Child and Adolescent Psychiatry, Diamind Zihin Akademisi, Konya, Turkey
| | - Serhat Türkoğlu
- Department of Child and Adolescent Psychiatry, School of Medicine Selçuk University, Konya, Turkey
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Zeidan HM, Nashaat NH, Hemimi M, Hashish AF, Elsaeid A, Abd El-Ghaffar N, Helal SI, Meguid NA. Expression Patterns of miRNAs in Egyptian Children with ADHD: Clinical Study with Correlation Analysis. J Mol Neurosci 2024; 74:46. [PMID: 38652370 PMCID: PMC11039553 DOI: 10.1007/s12031-024-02220-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 04/04/2024] [Indexed: 04/25/2024]
Abstract
ADHD has huge knowledge gaps concerning its etiology. MicroRNAs (miRNAs) provide promising diagnostic biomarkers of human pathophysiology and may be a novel therapeutic option. The aim was to investigate the levels of miR-34c-3p, miR-155, miR-138-1, miR-296-5p, and plasma brain-derived neurotrophic factor (BDNF) in a group of children with ADHD compared to neurotypicals and to explore correlations between these measures and some clinical data. The participants were children with ADHD in Group I (N = 41; age: 8.2 ± 2) and neurotypical ones in Group II (N = 40; age: 8.6 ± 2.5). Group I was subjected to clinical examination, the Stanford Binet intelligence scale-5, the preschool language scale, and Conner's parent rating scale-R. Measuring the expression levels of the miRNAs was performed by qRT-PCR for all participants. The BDNF level was measured by ELISA. The lowest scores on the IQ subtest were knowledge and working memory. No discrepancies were noticed between the receptive and expressive language ages. The highest scores on the Conner's scale were those for cognitive problems. Participants with ADHD exhibited higher plasma BDNF levels compared to controls (p = 0.0003). Expression patterns of only miR-34c-3p and miR-138-1 were downregulated with significant statistical differences (p˂0.01). However, expression levels of miR-296-5p showed negative correlation with the total scores of IQ (p = 0.03). MiR-34c-3p, miR-138-1, while BDNF showed good diagnostic potential. The downregulated levels of miR-34c-3p and miR-138-1, together with high BDNF levels, are suggested to be involved in the etiology of ADHD in Egyptian children. Gender differences influenced the expression patterns of miRNAs only in children with ADHD.
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Affiliation(s)
- Hala M Zeidan
- Research on Children with Special Needs Department, Medical Research and Clinical Studies Institute, National Research Centre, El-Buhouth St., Dokki 12622, Cairo, Egypt.
| | - Neveen Hassan Nashaat
- Research on Children with Special Needs Department, Medical Research and Clinical Studies Institute, National Research Centre, El-Buhouth St., Dokki 12622, Cairo, Egypt
| | - Maha Hemimi
- Research on Children with Special Needs Department, Medical Research and Clinical Studies Institute, National Research Centre, El-Buhouth St., Dokki 12622, Cairo, Egypt
| | - Adel F Hashish
- Research on Children with Special Needs Department, Medical Research and Clinical Studies Institute, National Research Centre, El-Buhouth St., Dokki 12622, Cairo, Egypt
| | - Amal Elsaeid
- Research on Children with Special Needs Department, Medical Research and Clinical Studies Institute, National Research Centre, El-Buhouth St., Dokki 12622, Cairo, Egypt
| | - Nagwa Abd El-Ghaffar
- Clinical and Chemical Pathology Department, Medical Research and Clinical Studies Institute, National Research Centre, El-Buhouth St., Dokki 12622, Cairo, Egypt
| | - Suzette I Helal
- Research on Children with Special Needs Department, Medical Research and Clinical Studies Institute, National Research Centre, El-Buhouth St., Dokki 12622, Cairo, Egypt
| | - Nagwa A Meguid
- Research on Children with Special Needs Department, Medical Research and Clinical Studies Institute, National Research Centre, El-Buhouth St., Dokki 12622, Cairo, Egypt
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Buyuktaskin D, Guney E, Gulbahar O, Ozaslan A, Arslan B. Serum ciliary neurotrophic factor levels in children with attention deficit hyperactivity disorder. Int J Neurosci 2024; 134:313-317. [PMID: 35815398 DOI: 10.1080/00207454.2022.2100782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 06/07/2022] [Accepted: 06/23/2022] [Indexed: 10/17/2022]
Abstract
Purpose/aim of the study: The study aimed to highlight the possible role of ciliary neurotrophic factor (CNTF) in the pathophysiology of attention deficit hyperactivity disorder (ADHD) and determine whether CNTF can be used as a biomarker for ADHD.Materials and methods: Patients with a diagnosis of ADHD and neurotypical subjects aged 6-12 years were recruited prospectively. The study applied Conners' Teacher Rating Scale (CTRS) to determine the patients' ADHD predominance and severity. Serum CNTF levels were measured with an enzyme-linked immunosorbent assay (ELISA) kit.Results: A total of 43 ADHD patients and 33 healthy controls were included in the study. A significant difference was found between the serum CNTF levels of the ADHD patients (22.17 pg/ml) and the controls (22.80 pg/ml). Correlations between the CNTF levels and CTRS scores were not significant.Conclusions: The study identified an alteration of serum CNTF levels in ADHD patients and thus asserted a link between CNTF and ADHD pathophysiology; children with ADHD had significantly lower serum CNTF levels compared to the neurotypical controls. Further research is needed to understand the mechanisms of CNTF.
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Affiliation(s)
- Dicle Buyuktaskin
- Department of Child and Adolescent Psychiatry, Gazi University Medical Faculty, Ankara, Turkey
- Department of Child and Adolescent Psychiatry, Cizre State Hospital, Sirnak, Turkey
| | - Esra Guney
- Department of Child and Adolescent Psychiatry, Gazi University Medical Faculty, Ankara, Turkey
| | - Ozlem Gulbahar
- Department of Medical Biochemistry, Gazi University Medical Faculty, Ankara, Turkey
| | - Ahmet Ozaslan
- Department of Child and Adolescent Psychiatry, Gazi University Medical Faculty, Ankara, Turkey
| | - Burak Arslan
- Department of Medical Biochemistry, Gazi University Medical Faculty, Ankara, Turkey
- Department of Medical Biochemistry, Erciş Şehit Rıdvan Çevik State Hospital, Van, Turkey
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Rodríguez-Carrillo A, Verheyen VJ, Van Nuijs ALN, Fernández MF, Remy S. Brain-derived neurotrophic factor (BDNF): an effect biomarker of neurodevelopment in human biomonitoring programs. FRONTIERS IN TOXICOLOGY 2024; 5:1319788. [PMID: 38268968 PMCID: PMC10806109 DOI: 10.3389/ftox.2023.1319788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 12/13/2023] [Indexed: 01/26/2024] Open
Abstract
The present narrative review summarizes recent findings focusing on the role of brain-derived neurotrophic factor (BDNF) as a biomarker of effect for neurodevelopmental alterations during adolescence, based on health effects of exposure to environmental chemical pollutants. To this end, information was gathered from the PubMed database and the results obtained in the European project Human Biomonitoring for Europe (HBM4EU), in which BDNF was measured at two levels of biological organization: total BDNF protein (serum) and BDNF gene DNA methylation (whole blood) levels. The obtained information is organized as follows. First, human biomonitoring, biomarkers of effect and the current state of the art on neurodevelopmental alterations in the population are presented. Second, BDNF secretion and mechanisms of action are briefly explained. Third, previous studies using BDNF as an effect biomarker were consulted in PubMed database and summarized. Finally, the impact of bisphenol A (BPA), metals, and non-persistent pesticide metabolites on BDNF secretion patterns and its mediation role with behavioral outcomes are addressed and discussed. These findings were obtained from three pilot studies conducted in HBM4EU project. Published findings suggested that exposure to some chemical pollutants such as fine particle matter (PM), PFAS, heavy metals, bisphenols, and non-persistent pesticides may alter circulating BDNF levels in healthy population. Therefore, BDNF could be used as a valuable effect biomarker to investigate developmental neurotoxicity of some chemical pollutants.
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Affiliation(s)
- Andrea Rodríguez-Carrillo
- VITO Health, Flemish Institute for Technological Research (VITO), Mol, Belgium
- Toxicological Centre, University of Antwerp, Universiteitsplein, Wilrijk, Belgium
| | - Veerle J. Verheyen
- VITO Health, Flemish Institute for Technological Research (VITO), Mol, Belgium
| | | | - Mariana F. Fernández
- Biomedical Research Center and School of Medicine, Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), University of Granada, Granada, Spain
| | - Sylvie Remy
- VITO Health, Flemish Institute for Technological Research (VITO), Mol, Belgium
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de Lucca MS, Pimentel MEO, Raimundo CKO, Henriques BD, Moreira TR, Cardoso SA, de Miranda DM. Brain-derived neurotrophic factor (BDNF) levels in children and adolescents before and after stimulant use a systematic review and metanalysis. Prog Neuropsychopharmacol Biol Psychiatry 2023; 125:110761. [PMID: 37044279 DOI: 10.1016/j.pnpbp.2023.110761] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 04/02/2023] [Accepted: 04/06/2023] [Indexed: 04/14/2023]
Abstract
BACKGROUND Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental disorder associated with cognitive, social, and academic impairment. Neurotrophins, particularly brain-derived neurotrophic factor (BDNF), have been implicated in the pathophysiology of ADHD and response to stimulant treatment. This review aims to investigate the relationship between BDNF levels in ADHD before and after treatment with stimulants in childhood. METHODS This systematic review followed PRISMA-P guidelines and included 19 studies from PubMed, EMBASE, Cochrane, Capes Periodic, and Lilacs databases. The studies were evaluated for risk of bias and level of evidence. RESULTS There was no significant difference in peripheral BDNF levels in ADHD children before or after methylphenidate treatment. Additionally, there was no statistically significant difference in BDNF levels between children with ADHD and controls. DISCUSSION Understanding the role of BDNF in ADHD may provide insight into the disorder's pathophysiology and facilitate the development of biological markers for clinical use. CONCLUSION Our findings suggest that BDNF levels are not significantly affected by methylphenidate treatment in ADHD children and do not differ from controls. SYSTEMATIC REVIEW REGISTRATION "Brain-derived neurotrophic factor (BDNF) levels in children and adolescents before and after stimulant use: a systematic review". Number CRD42021261519.
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Affiliation(s)
- Marina Silva de Lucca
- Department of Medicine and Nursing, Federal University of Viçosa, MG CEP 36.570 -900, Brazil; Postgraduate Program in Health Sciences at the Federal University of Minas Gerais, MG CEP 30.130-100, Brazil.
| | | | | | - Bruno David Henriques
- Department of Medicine and Nursing, Federal University of Viçosa, MG CEP 36.570 -900, Brazil
| | - Tiago Ricardo Moreira
- Department of Medicine and Nursing, Federal University of Viçosa, MG CEP 36.570 -900, Brazil
| | - Sílvia Almeida Cardoso
- Department of Medicine and Nursing, Federal University of Viçosa, MG CEP 36.570 -900, Brazil.
| | - Débora Marques de Miranda
- Postgraduate Program in Health Sciences at the Federal University of Minas Gerais, MG CEP 30.130-100, Brazil
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Boxy P, Nykjær A, Kisiswa L. Building better brains: the pleiotropic function of neurotrophic factors in postnatal cerebellar development. Front Mol Neurosci 2023; 16:1181397. [PMID: 37251644 PMCID: PMC10213292 DOI: 10.3389/fnmol.2023.1181397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 04/26/2023] [Indexed: 05/31/2023] Open
Abstract
The cerebellum is a multifunctional brain region that controls diverse motor and non-motor behaviors. As a result, impairments in the cerebellar architecture and circuitry lead to a vast array of neuropsychiatric and neurodevelopmental disorders. Neurotrophins and neurotrophic growth factors play essential roles in the development as well as maintenance of the central and peripheral nervous system which is crucial for normal brain function. Their timely expression throughout embryonic and postnatal stages is important for promoting growth and survival of both neurons and glial cells. During postnatal development, the cerebellum undergoes changes in its cellular organization, which is regulated by a variety of molecular factors, including neurotrophic factors. Studies have shown that these factors and their receptors promote proper formation of the cerebellar cytoarchitecture as well as maintenance of the cerebellar circuits. In this review, we will summarize what is known on the neurotrophic factors' role in cerebellar postnatal development and how their dysregulation assists in developing various neurological disorders. Understanding the expression patterns and signaling mechanisms of these factors and their receptors is crucial for elucidating their function within the cerebellum and for developing therapeutic strategies for cerebellar-related disorders.
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Affiliation(s)
- Pia Boxy
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
- Danish Research Institute of Translational Neuroscience (DANDRITE)–Nordic EMBL Partnership for Molecular Medicine, Aarhus University, Aarhus, Denmark
- The Danish National Research Foundation Center, PROMEMO, Aarhus University, Aarhus, Denmark
| | - Anders Nykjær
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
- Danish Research Institute of Translational Neuroscience (DANDRITE)–Nordic EMBL Partnership for Molecular Medicine, Aarhus University, Aarhus, Denmark
- The Danish National Research Foundation Center, PROMEMO, Aarhus University, Aarhus, Denmark
| | - Lilian Kisiswa
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
- Danish Research Institute of Translational Neuroscience (DANDRITE)–Nordic EMBL Partnership for Molecular Medicine, Aarhus University, Aarhus, Denmark
- The Danish National Research Foundation Center, PROMEMO, Aarhus University, Aarhus, Denmark
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11
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Wang M, Wang T, Ji H, Yan J, Wang X, Zhang X, Li X, Yuan Y. Modulation effect of non-invasive transcranial ultrasound stimulation in an ADHD rat model. J Neural Eng 2023; 20. [PMID: 36599159 DOI: 10.1088/1741-2552/acb014] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 01/04/2023] [Indexed: 01/05/2023]
Abstract
Objective.Previous studies have demonstrated that transcranial ultrasound stimulation (TUS) with noninvasive high penetration and high spatial resolution has an effective neuromodulatory effect on neurological diseases. Attention deficit hyperactivity disorder (ADHD) is a persistent neurodevelopmental disorder that severely affects child health. However, the neuromodulatory effects of TUS on ADHD have not been reported to date. This study aimed to investigate the neuromodulatory effects of TUS on ADHD.Approach.TUS was performed in ADHD model rats for two consecutive weeks, and the behavioral improvement of ADHD, neural activity of ADHD from neurons and neural oscillation levels, and the plasma membrane dopamine transporter and brain-derived neurotrophic factor (BDNF) in the brains of ADHD rats were evaluated.Main results.TUS can improve cognitive behavior in ADHD rats, and TUS altered neuronal firing patterns and modulated the relative power and sample entropy of local field potentials in the ADHD rats. In addition, TUS can also enhance BDNF expression in the brain tissues.Significance. TUS has an effective neuromodulatory effect on ADHD and thus has the potential to clinically improve cognitive dysfunction in ADHD.
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Affiliation(s)
- Mengran Wang
- School of Electrical Engineering, Yanshan University, Qinhuangdao 066004, People's Republic of China
| | - Teng Wang
- School of Electrical Engineering, Yanshan University, Qinhuangdao 066004, People's Republic of China.,Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao 066004, People's Republic of China
| | - Hui Ji
- Department of Neurology, Hebei Key Laboratory of Vascular Homeostasis and Hebei Collaborative Innovation Center for Cardio-cerebrovascular Disease, The Second Hospital of Hebei Medical University, Shijiazhuang 050000, People's Republic of China
| | - Jiaqing Yan
- College of Electrical and Control Engineering, North China University of Technology, Beijing 100041, People's Republic of China
| | - Xingran Wang
- School of Electrical Engineering, Yanshan University, Qinhuangdao 066004, People's Republic of China.,Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao 066004, People's Republic of China
| | - Xiangjian Zhang
- Department of Neurology, Hebei Key Laboratory of Vascular Homeostasis and Hebei Collaborative Innovation Center for Cardio-cerebrovascular Disease, The Second Hospital of Hebei Medical University, Shijiazhuang 050000, People's Republic of China
| | - Xin Li
- School of Electrical Engineering, Yanshan University, Qinhuangdao 066004, People's Republic of China
| | - Yi Yuan
- School of Electrical Engineering, Yanshan University, Qinhuangdao 066004, People's Republic of China.,Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao 066004, People's Republic of China
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12
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Pauli-Pott U, Cosan AS, Schloß S, Skoluda N, Nater UM, Tumala S, Kruse J, Peters EMJ. Hair brain-derived neurotrophic factor (BDNF) as predictor of developing psychopathological symptoms in childhood. J Affect Disord 2023; 320:428-435. [PMID: 36208686 DOI: 10.1016/j.jad.2022.10.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 09/28/2022] [Accepted: 10/03/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Dysregulation in the expression of neurotrophins is implicated in the pathophysiology of several mental disorders. Peripheral brain-derived neurotrophic factor (BDNF) can be measured in hair and might represent a marker of adequate neuroplasticity regulation. In early developmental periods, neuroplasticity regulation might be particularly important, but BDNF markers have not yet been analyzed in this regard. We used the hair-BDNF concentration (HBC) to investigate the prediction of emerging symptoms of anxiety/depressive and attention-deficit hyperactivity disorder (ADHD) in the developmentally crucial period from preschool to school age. METHODS 117 children (58 girls, 59 boys) participated in a longitudinal study at the ages of 4-5 (T1) and 8 (T2) years. At T1, HBC was measured in a 3 cm hair segment. At T1 and T2, symptom domains were assessed using a multi-method (clinical interview, questionnaire) and multi-informant approach. RESULTS T1 HBC was significantly negatively associated with T1 anxiety/depressive symptoms (r = -0.27) and predicted T2 anxiety disorder symptoms (r = -0.34) after controlling for the T1 symptoms. T1 HBC also predicted T2 depressive disorder symptoms (r = -0.18) but was not associated with ADHD symptom development. LIMITATIONS BDNF hair analysis is a new method with a not yet large number of studies on methodological issues. Our study adds evidence to the validity of the method. CONCLUSIONS Prediction of anxiety/depressive symptom development by HBC was shown. As this study was the first to use HBC in this context, cross-validation is necessary and worthwhile. HBC might prove to constitute a useful, non-invasive early marker of risk for anxiety/depressive disorders in childhood.
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Affiliation(s)
- Ursula Pauli-Pott
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Marburg, Germany.
| | - Alisa Susann Cosan
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Marburg, Germany
| | - Susan Schloß
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Marburg, Germany
| | - Nadine Skoluda
- Department of Clinical and Health Psychology, University of Vienna, Vienna, Austria
| | - Urs M Nater
- Department of Clinical and Health Psychology, University of Vienna, Vienna, Austria
| | - Susanne Tumala
- Psychoneuroimmunology Laboratory, Justus-Liebig-University of Gießen, Gießen, Germany
| | - Johannes Kruse
- Department of Psychosomatics and Psychotherapy, Justus-Liebig-University of Gießen, Gießen, Germany
| | - Eva M J Peters
- Psychoneuroimmunology Laboratory, Justus-Liebig-University of Gießen, Gießen, Germany; Charité Center 12 for Internal Medicine and Dermatology, Department of Psychosomatics and Psychotherapy, Universitätsmedizin-Charité, Berlin, Germany
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13
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Esad Tezcan M, Uçar HN, Vatansev H. Increased uncoupling protein 1 levels are associated with attention deficit and hyperactivity disorder in medication-free children. J Psychiatr Res 2022; 156:437-443. [PMID: 36327766 DOI: 10.1016/j.jpsychires.2022.10.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 10/17/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE This study aimed to investigate serum visfatin, irisin, and uncoupling protein 1 (UCP1) levels between children with attention deficit and hyperactivity disorder (ADHD) and healthy controls and to discuss how performance on the Stroop Color Test and Serial Digit Learning Test changes with these adipokines. METHODS A total of 45 medication-free children with ADHD and 43 controls aged 8-12 years were enrolled in this study. The serum levels of visfatin, UCP1, and irisin were measured using enzyme-linked immunosorbent assay kits. RESULTS As a result, in our study, a statistically significant difference was found in UCP1 in the ADHD group compared with the control group, but no significant difference was found in visfatin and irisin levels. An analysis of covariance was also performed for the whole sample, and when controlling for potential confounders, including body mass index, age, and gender, the results did not change. In addition, it was determined that adipokines did not correlate with neuropsychological tests. CONCLUSION These findings suggest that UCP1 might be associated with childhood ADHD.
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Affiliation(s)
- Mustafa Esad Tezcan
- Department of Child and Adolescent Psychiatry, Konya City Hospital, Karatay, Konya, 42020, Turkey.
| | - Halit Necmi Uçar
- Department of Child and Adolescent Psychiatry, Selcuk University Faculty of Medicine, Selçuklu, Konya, 42131, Turkey.
| | - Hüsamettin Vatansev
- Department of Biochemistry, Selcuk University Faculty of Medicine, Selçuklu, Konya, 42131, Turkey.
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14
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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: 5] [Impact Index Per Article: 1.7] [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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15
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Dingsdale H, Garay SM, Tyson HR, Savory KA, Sumption LA, Kelleher JS, Langley K, Van Goozen S, John RM. Cord serum brain-derived neurotrophic factor levels at birth associate with temperament outcomes at one year. J Psychiatr Res 2022; 150:47-53. [PMID: 35354099 PMCID: PMC9225956 DOI: 10.1016/j.jpsychires.2022.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 01/31/2022] [Accepted: 03/04/2022] [Indexed: 11/25/2022]
Abstract
Altered serum levels of brain-derived neurotrophic factor (BDNF) are consistently linked with neurological disorders. BDNF is also increasingly implicated in the pathogenesis of neurodevelopmental disorders, particularly those found more frequently in males. At birth, male infants naturally have significantly lower serum BDNF levels (∼10-20% lower than females), which may render them more vulnerable to neurodevelopmental disorders. We previously characterized serum BDNF levels in mothers and their newborn infants as part of the Grown in Wales Study. Here, we analyzed whether cord serum BDNF levels at birth correlate with sex-specific outcomes at one year. The Bayley Scale of Infant Development, Third Edition (BSID-III) and Laboratory Temperament Assessment Battery (Lab-TAB) tasks were used to assess infant behavior and neurodevelopment at 12-14 months (mean ± SD: 13.3 ± 1.6 months; 46% male; n = 56). We found no relationship between serum BDNF levels at birth and BSID-III neurodevelopmental outcomes (cognitive or language), nor with infant behaviors in the Lab-TAB unpredictable mechanical toy or maternal separation tasks. In the sustained attention task, there was a significant positive relationship between serum BDNF and infant negative affect (B = 0.06, p = 0.018) and, for boys only, between serum BDNF and intensity of facial interest (B = 0.03, p = 0.005). However, only the latter remained after correction for multiple testing. This sex-specific association between cord serum BDNF and a parameter of attention at 12-14 months provides some support for the hypothesis that reduced serum BDNF levels at birth are linked to an increased risk for neurodevelopmental disorders.
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Affiliation(s)
- Hayley Dingsdale
- School of Biosciences, Cardiff University, Cardiff, CF10 3AX, UK
| | - Samantha M Garay
- School of Biosciences, Cardiff University, Cardiff, CF10 3AX, UK
| | - Hannah R Tyson
- School of Biosciences, Cardiff University, Cardiff, CF10 3AX, UK
| | - Katrina A Savory
- School of Biosciences, Cardiff University, Cardiff, CF10 3AX, UK
| | - Lorna A Sumption
- School of Biosciences, Cardiff University, Cardiff, CF10 3AX, UK
| | | | - Kate Langley
- School of Psychology, Cardiff University, Cardiff, CF10 3AT, UK
| | - Stephanie Van Goozen
- Cardiff University Centre for Human Developmental Science, School of Psychology, Cardiff University, Cardiff, CF10 3AT, UK
| | - Rosalind M John
- School of Biosciences, Cardiff University, Cardiff, CF10 3AX, UK.
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16
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Saji Parel N, Krishna PV, Gupta A, Uthayaseelan K, Uthayaseelan K, Kadari M, Subhan M, Kasire SP. Depression and Vitamin D: A Peculiar Relationship. Cureus 2022; 14:e24363. [PMID: 35637805 PMCID: PMC9132221 DOI: 10.7759/cureus.24363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/21/2022] [Indexed: 12/03/2022] Open
Abstract
Depression is a psychiatric disorder characterized by various symptoms that can impact one's quality of life. Vitamin D, a fat-soluble vitamin, is well-known for its role in bone health, and research on its effects on mental health has only recently emerged. Vitamin D deficiency is widespread worldwide, and it has been linked to an increased risk of depression. In this article, we have discussed different hypotheses that explain the role of vitamin D in gene expression and its effects on neurotransmitters and different brain functions. We have reviewed literature that shows us that Vitamin D deficiency is a risk factor for depression and explored studies that show us the effects of using or supplementing Vitamin D in preventing depression among various populations.
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17
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El Ghamry R, El-Sheikh M, Abdel Meguid M, Nagib S, Aly El Gabry D. Plasma brain-derived neurotrophic factor (BDNF) in Egyptian children with attention deficit hyperactivity disorder. MIDDLE EAST CURRENT PSYCHIATRY 2021. [DOI: 10.1186/s43045-021-00099-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Abstract
Background
To date, researchers do not fully understand what the aetiology of attention deficit hyperactivity disorder (ADHD) is. As a neurotrophin, the brain-derived neurotrophic factor (BDNF) contributes to the growth of neurons as well as to the efficiency and plasticity of the neuronal synapse, which suggests that it may be a contributing aetiological factor in ADHD. Therefore, we sought to investigate the relationship between ADHD and plasma BDNF, including whether there is an association between BDNF and the degree of severity of ADHD and with ADHD subtypes.
Results
We found significantly elevated plasma BDNF in ADHD subjects in comparison with healthy subjects, but differences among the three subtypes of ADHD did not reach statistical significance.
Conclusion
Compared with the control group, elevated plasma BDNF levels were found in the ADHD group, which suggests it may contribute to the aetiology of ADHD.
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Gutiérrez-Casares JR, Quintero J, Jorba G, Junet V, Martínez V, Pozo-Rubio T, Oliva B, Daura X, Mas JM, Montoto C. Methods to Develop an in silico Clinical Trial: Computational Head-to-Head Comparison of Lisdexamfetamine and Methylphenidate. Front Psychiatry 2021; 12:741170. [PMID: 34803764 PMCID: PMC8595241 DOI: 10.3389/fpsyt.2021.741170] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 10/05/2021] [Indexed: 11/13/2022] Open
Abstract
Regulatory agencies encourage computer modeling and simulation to reduce the time and cost of clinical trials. Although still not classified in formal guidelines, system biology-based models represent a powerful tool for generating hypotheses with great molecular detail. Herein, we have applied a mechanistic head-to-head in silico clinical trial (ISCT) between two treatments for attention-deficit/hyperactivity disorder, to wit lisdexamfetamine (LDX) and methylphenidate (MPH). The ISCT was generated through three phases comprising (i) the molecular characterization of drugs and pathologies, (ii) the generation of adult and children virtual populations (vPOPs) totaling 2,600 individuals and the creation of physiologically based pharmacokinetic (PBPK) and quantitative systems pharmacology (QSP) models, and (iii) data analysis with artificial intelligence methods. The characteristics of our vPOPs were in close agreement with real reference populations extracted from clinical trials, as did our PBPK models with in vivo parameters. The mechanisms of action of LDX and MPH were obtained from QSP models combining PBPK modeling of dosing schemes and systems biology-based modeling technology, i.e., therapeutic performance mapping system. The step-by-step process described here to undertake a head-to-head ISCT would allow obtaining mechanistic conclusions that could be extrapolated or used for predictions to a certain extent at the clinical level. Altogether, these computational techniques are proven an excellent tool for hypothesis-generation and would help reach a personalized medicine.
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Affiliation(s)
- José Ramón Gutiérrez-Casares
- Unidad Ambulatoria de Psiquiatría y Salud Mental de la Infancia, Niñez y Adolescencia, Hospital Perpetuo Socorro, Badajoz, Spain
| | - Javier Quintero
- Servicio de Psiquiatría, Hospital Universitario Infanta Leonor, Universidad Complutense, Madrid, Spain
| | - Guillem Jorba
- Anaxomics Biotech, Barcelona, Spain
- Research Programme on Biomedical Informatics (GRIB), Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, Barcelona, Spain
| | - Valentin Junet
- Anaxomics Biotech, Barcelona, Spain
- Institute of Biotechnology and Biomedicine, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
| | | | | | - Baldomero Oliva
- Research Programme on Biomedical Informatics (GRIB), Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, Barcelona, Spain
| | - Xavier Daura
- Institute of Biotechnology and Biomedicine, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain
| | | | - Carmen Montoto
- Medical Department, Takeda Farmacéutica España, Madrid, Spain
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Barros II, Leão V, Santis JO, Rosa RCA, Brotto DB, Storti CB, Siena ÁDD, Molfetta GA, Silva WA. Non-Syndromic Intellectual Disability and Its Pathways: A Long Noncoding RNA Perspective. Noncoding RNA 2021; 7:ncrna7010022. [PMID: 33799572 PMCID: PMC8005948 DOI: 10.3390/ncrna7010022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 12/05/2020] [Accepted: 12/07/2020] [Indexed: 02/06/2023] Open
Abstract
Non-syndromic intellectual disability (NS-ID or idiopathic) is a complex neurodevelopmental disorder that represents a global health issue. Although many efforts have been made to characterize it and distinguish it from syndromic intellectual disability (S-ID), the highly heterogeneous aspect of this disorder makes it difficult to understand its etiology. Long noncoding RNAs (lncRNAs) comprise a large group of transcripts that can act through various mechanisms and be involved in important neurodevelopmental processes. In this sense, comprehending the roles they play in this intricate context is a valuable way of getting new insights about how NS-ID can arise and develop. In this review, we attempt to bring together knowledge available in the literature about lncRNAs involved with molecular and cellular pathways already described in intellectual disability and neural function, to better understand their relevance in NS-ID and the regulatory complexity of this disorder.
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Affiliation(s)
- Isabela I. Barros
- Department of Genetics at the Ribeirão Preto Medical School, University of São Paulo, Avenida Bandeirantes 3900, Monte Alegre, Ribeirão Preto, São Paulo 14049-900, Brazil; (I.I.B.); (V.L.); (J.O.S.); (R.C.A.R.); (D.B.B.); (C.B.S.); (Á.D.D.S.); (G.A.M.)
| | - Vitor Leão
- Department of Genetics at the Ribeirão Preto Medical School, University of São Paulo, Avenida Bandeirantes 3900, Monte Alegre, Ribeirão Preto, São Paulo 14049-900, Brazil; (I.I.B.); (V.L.); (J.O.S.); (R.C.A.R.); (D.B.B.); (C.B.S.); (Á.D.D.S.); (G.A.M.)
| | - Jessica O. Santis
- Department of Genetics at the Ribeirão Preto Medical School, University of São Paulo, Avenida Bandeirantes 3900, Monte Alegre, Ribeirão Preto, São Paulo 14049-900, Brazil; (I.I.B.); (V.L.); (J.O.S.); (R.C.A.R.); (D.B.B.); (C.B.S.); (Á.D.D.S.); (G.A.M.)
| | - Reginaldo C. A. Rosa
- Department of Genetics at the Ribeirão Preto Medical School, University of São Paulo, Avenida Bandeirantes 3900, Monte Alegre, Ribeirão Preto, São Paulo 14049-900, Brazil; (I.I.B.); (V.L.); (J.O.S.); (R.C.A.R.); (D.B.B.); (C.B.S.); (Á.D.D.S.); (G.A.M.)
| | - Danielle B. Brotto
- Department of Genetics at the Ribeirão Preto Medical School, University of São Paulo, Avenida Bandeirantes 3900, Monte Alegre, Ribeirão Preto, São Paulo 14049-900, Brazil; (I.I.B.); (V.L.); (J.O.S.); (R.C.A.R.); (D.B.B.); (C.B.S.); (Á.D.D.S.); (G.A.M.)
| | - Camila B. Storti
- Department of Genetics at the Ribeirão Preto Medical School, University of São Paulo, Avenida Bandeirantes 3900, Monte Alegre, Ribeirão Preto, São Paulo 14049-900, Brazil; (I.I.B.); (V.L.); (J.O.S.); (R.C.A.R.); (D.B.B.); (C.B.S.); (Á.D.D.S.); (G.A.M.)
| | - Ádamo D. D. Siena
- Department of Genetics at the Ribeirão Preto Medical School, University of São Paulo, Avenida Bandeirantes 3900, Monte Alegre, Ribeirão Preto, São Paulo 14049-900, Brazil; (I.I.B.); (V.L.); (J.O.S.); (R.C.A.R.); (D.B.B.); (C.B.S.); (Á.D.D.S.); (G.A.M.)
| | - Greice A. Molfetta
- Department of Genetics at the Ribeirão Preto Medical School, University of São Paulo, Avenida Bandeirantes 3900, Monte Alegre, Ribeirão Preto, São Paulo 14049-900, Brazil; (I.I.B.); (V.L.); (J.O.S.); (R.C.A.R.); (D.B.B.); (C.B.S.); (Á.D.D.S.); (G.A.M.)
| | - Wilson A. Silva
- Department of Genetics at the Ribeirão Preto Medical School, University of São Paulo, Avenida Bandeirantes 3900, Monte Alegre, Ribeirão Preto, São Paulo 14049-900, Brazil; (I.I.B.); (V.L.); (J.O.S.); (R.C.A.R.); (D.B.B.); (C.B.S.); (Á.D.D.S.); (G.A.M.)
- National Institute of Science and Technology in Stem Cell and Cell Therapy and Center for Cell Based Therapy, Ribeirão Preto Medical School, University of São Paulo, Rua Tenente Catão Roxo, 2501, Monte Alegre, Ribeirão Preto 14051-140, Brazil
- Center for Integrative Systems Biology-CISBi, NAP/USP, Ribeirão Preto Medical School, University of São Paulo, Rua Catão Roxo, 2501, Monte Alegre, Ribeirão Preto 14051-140, Brazil
- Department of Medicine at the Midwest State University of Paraná-UNICENTRO, and Guarapuava Institute for Cancer Research, Rua Fortim Atalaia, 1900, Cidade dos Lagos, Guarapuava 85100-000, Brazil
- Correspondence: ; Tel.: +55-16-3315-3293
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ADHD: Reviewing the Causes and Evaluating Solutions. J Pers Med 2021; 11:jpm11030166. [PMID: 33804365 PMCID: PMC7999417 DOI: 10.3390/jpm11030166] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 02/05/2021] [Accepted: 02/23/2021] [Indexed: 12/11/2022] Open
Abstract
Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental disorder in which patients present inattention, hyperactivity, and impulsivity. The etiology of this condition is diverse, including environmental factors and the presence of variants of some genes. However, a great diversity exists among patients regarding the presence of these ADHD-associated factors. Moreover, there are variations in the reported neurophysiological correlates of ADHD. ADHD is often treated pharmacologically, producing an improvement in symptomatology, albeit there are patients who are refractory to the main pharmacological treatments or present side effects to these drugs, highlighting the importance of developing other therapeutic options. Different non-pharmacological treatments are in this review addressed, finding diverse results regarding efficacy. Altogether, ADHD is associated with different etiologies, all of them producing changes in brain development, leading to the characteristic symptomatology of this condition. Given the heterogeneous etiology of ADHD, discussion is presented about the convenience of personalizing ADHD treatment, whether pharmacological or non-pharmacological, to reach an optimum effect in the majority of patients. Approaches to personalizing both pharmacological therapy and neurofeedback are presented.
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Niitsu T, Oda Y, Idemoto K, Ota K, Liu J, Sasaki T, Nakazato M, Hashimoto K, Iyo M. Association between serum levels of glial cell line-derived neurotrophic factor and inattention in adult patients with attention deficits/hyperactivity disorder. Psychiatry Res 2021; 296:113674. [PMID: 33385784 DOI: 10.1016/j.psychres.2020.113674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Accepted: 12/21/2020] [Indexed: 10/22/2022]
Abstract
Glial cell line-derived neurotrophic factor (GDNF) may play an important role in attention. We investigated the association between serum GDNF levels and clinical status in unmedicated adults with attention deficit/hyperactivity disorder (ADHD) (n = 16) and healthy controls (n = 33); the levels were comparable between the ADHD and control groups (107.2 ± 31.7 vs. 110.5 ± 40.0 pg/mL, respectively; p = 0.77). In the ADHD group, higher GDNF serum levels were associated with severe subjective inattention (r = 0.528, p = 0.035). These preliminary results suggest that the serum GDNF level may not be a suitable biomarker for adult ADHD, although it may be associated with the pathophysiology of persistent inattention in adult ADHD.
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Affiliation(s)
- Tomihisa Niitsu
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan.
| | - Yasunori Oda
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Keita Idemoto
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Kiyomitsu Ota
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Jing Liu
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Tsuyoshi Sasaki
- Department of Child Psychiatry, Chiba University Hospital, Chiba, Japan
| | - Michiko Nakazato
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan; Department of Psychiatry, International University of Health and Welfare, Narita, Japan
| | - Kenji Hashimoto
- Division of Clinical Neuroscience, Chiba University Center for Forensic Mental Health, Chiba, Japan
| | - Masaomi Iyo
- Department of Psychiatry, Chiba University Graduate School of Medicine, Chiba, Japan; Department of Child Psychiatry, Chiba University Hospital, Chiba, Japan; Division of Clinical Neuroscience, Chiba University Center for Forensic Mental Health, Chiba, Japan
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Are serum brain-derived neurotrophic factor concentrations related to brain structure and psychopathology in late childhood and early adolescence? CNS Spectr 2020; 25:790-796. [PMID: 31845634 DOI: 10.1017/s1092852919001688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Mental disorders can have a major impact on brain development. Peripheral blood concentrations of brain-derived neurotrophic factor (BDNF) are lower in adult psychiatric disorders. Serum BDNF concentrations and BDNF genotype have been associated with cortical maturation in children and adolescents. In 2 large independent samples, this study tests associations between serum BDNF concentrations, brain structure, and psychopathology, and the effects of BDNF genotype on BDNF serum concentrations in late childhood and early adolescence. METHODS Children and adolescents (7-14 years old) from 2 cities (n = 267 in Porto Alegre; n = 273 in São Paulo) were evaluated as part of the Brazilian high-risk cohort (HRC) study. Serum BDNF concentrations were quantified by sandwich ELISA. Genotyping was conducted from blood or saliva samples using the SNParray Infinium HumanCore Array BeadChip. Subcortical volumes and cortical thickness were quantified using FreeSurfer. The Development and Well-Being Behavior Assessment was used to identify the presence of a psychiatric disorder. RESULTS Serum BDNF concentrations were not associated with subcortical volumes or with cortical thickness. Serum BDNF concentration did not differ between participants with and without mental disorders, or between Val homozygotes and Met carriers. CONCLUSIONS No evidence was found to support serum BDNF concentrations as a useful marker of developmental differences in brain and behavior in early life. Negative findings were replicated in 2 of the largest independent samples investigated to date.
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Jung DH, Ahn SM, Pak ME, Lee HJ, Jung YJ, Kim KB, Shin YI, Shin HK, Choi BT. Therapeutic effects of anodal transcranial direct current stimulation in a rat model of ADHD. eLife 2020; 9:56359. [PMID: 32955434 PMCID: PMC7535928 DOI: 10.7554/elife.56359] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 09/19/2020] [Indexed: 12/21/2022] Open
Abstract
Most therapeutic candidates for treating attention-deficit hyperactivity disorder (ADHD) have focused on modulating the dopaminergic neurotransmission system with neurotrophic factors. Regulation of this system by transcranial direct current stimulation (tDCS) could contribute to the recovery of cognitive symptoms observed in patients with ADHD. Here, male spontaneously hypertensive rats (SHR) were subjected to consecutive high-definition tDCS (HD-tDCS) (20 min, 50 μA, current density 63.7 A/m2, charge density 76.4 kC/m2) over the prefrontal cortex. This treatment alleviated cognitive deficits, with an increase in tyrosine hydroxylase and vesicular monoamine transporter two and significantly decreased plasma membrane reuptake transporter (DAT). HD-tDCS application increased the expression of several neurotrophic factors, particularly brain-derived neurotrophic factor (BDNF), and activated hippocampal neurogenesis. Our results suggest that anodal HD-tDCS over the prefrontal cortex may ameliorate cognitive dysfunction via regulation of DAT and BDNF in the mesocorticolimbic dopaminergic pathways, and therefore represents a potential adjuvant therapy for ADHD.
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Affiliation(s)
- Da Hee Jung
- Department of Korean Medical Science, School of Korean Medicine, Pusan National University, Yangsan, Republic of Korea.,Graduate Training Program of Korean Medicine for Healthy Aging, Pusan National University, Yangsan, Republic of Korea
| | - Sung Min Ahn
- Korean Medical Science Research Center for Healthy Aging, Pusan National University, Yangsan, Republic of Korea
| | - Malk Eun Pak
- Korean Medical Science Research Center for Healthy Aging, Pusan National University, Yangsan, Republic of Korea
| | - Hong Ju Lee
- Department of Korean Medical Science, School of Korean Medicine, Pusan National University, Yangsan, Republic of Korea.,Graduate Training Program of Korean Medicine for Healthy Aging, Pusan National University, Yangsan, Republic of Korea
| | - Young Jin Jung
- Department of Radiological Science, Health Science Division, Dongseo University, Busan, Republic of Korea
| | - Ki Bong Kim
- Department of Korean Pediatrics, School of Korean Medicine, Pusan National University, Yangsan, Republic of Korea
| | - Yong-Il Shin
- Department of Rehabilitation Medicine, School of Medicine, Pusan National University, Yangsan, Republic of Korea
| | - Hwa Kyoung Shin
- Department of Korean Medical Science, School of Korean Medicine, Pusan National University, Yangsan, Republic of Korea.,Graduate Training Program of Korean Medicine for Healthy Aging, Pusan National University, Yangsan, Republic of Korea.,Korean Medical Science Research Center for Healthy Aging, Pusan National University, Yangsan, Republic of Korea
| | - Byung Tae Choi
- Department of Korean Medical Science, School of Korean Medicine, Pusan National University, Yangsan, Republic of Korea.,Graduate Training Program of Korean Medicine for Healthy Aging, Pusan National University, Yangsan, Republic of Korea.,Korean Medical Science Research Center for Healthy Aging, Pusan National University, Yangsan, Republic of Korea
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Cortisol, inflammatory biomarkers and neurotrophins in children and adolescents with attention deficit hyperactivity disorder (ADHD) in Taiwan. Brain Behav Immun 2020; 88:105-113. [PMID: 32418647 DOI: 10.1016/j.bbi.2020.05.017] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 05/05/2020] [Accepted: 05/05/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Hypothalamus-Pituitary-Adrenal (HPA) axis dysregulation, inflammation and imbalance of neurotrophins have been suggested in attention deficit hyperactivity disorder (ADHD), but the results have not been conclusive. The aim of this study is to investigate the levels of salivary cortisol across 4-time points during the day, and of morning plasma inflammatory biomarkers and neurotrophins, in youth with ADHD and in typically developing youth (TD), with stratification by age, ADHD subtypes and oppositional defiant disorder (ODD) comorbidity in Taiwan. METHODS We conducted a case-control study measuring saliva cortisol levels at 4 different time points during the day (at awakening, noon, 1800 h and bedtime) and morning plasma levels of inflammatory and neurotrophins biomarkers in youth with ADHD (n = 98, age 6-18 years old with mean age 9.32 ± 3.05 years) and TD (n = 21, age 6-18 years old with mean age 9.19 ± 2.96 years) in Taiwan. RESULTS Our study showed that youth with ADHD had lower levels of bedtime salivary cortisol (effects size (ES) = -0.04, p = .023), with children with the combined form of the disorder (with inattention, hyperactivity and impulsivity all present) having the lowest awakening salivary cortisol levels. ADHD youth also had higher levels of plasma high-sensitivity C-reactive protein (hs-CRP) and interleukin (IL)-6 (ES = 0.85-1.20, p < .0001), and lower plasma tumor necrosis factor-alpha (ES = -0.69, p = .009) and brain-derived neurotrophic factors (BDNF) (ES = -1.13, p < .0001). Both ADHD groups regardless of ODD comorbidity had higher levels of IL-6 (p < .0001) and lower levels BDNF (p < .0001). CONCLUSION The lower bedtime salivary cortisol levels and higher levels of inflammatory biomarkers in youth with ADHD further support the role of abnormal HPA axis and inflammation in ADHD. Moreover, the lower levels of BDNF in ADHD also indicate that BDNF may be a potential biomarker in this disorder that is part of a broader biological dysfunction.
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Mehta T, Mannem N, Yarasi NK, Bollu PC. Biomarkers for ADHD: the Present and Future Directions. CURRENT DEVELOPMENTAL DISORDERS REPORTS 2020. [DOI: 10.1007/s40474-020-00196-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Işik Ü, Kaygisiz M. Assessment of intraocular pressure, macular thickness, retinal nerve fiber layer, and ganglion cell layer thicknesses: ocular parameters and optical coherence tomography findings in attention-deficit/hyperactivity disorder. ACTA ACUST UNITED AC 2020; 42:309-313. [PMID: 32022160 PMCID: PMC7236169 DOI: 10.1590/1516-4446-2019-0606] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2019] [Accepted: 10/20/2019] [Indexed: 11/21/2022]
Abstract
Objective: To compare intraocular pressure (IOP) and macular, retinal nerve fiber layer (RNFL), and ganglion cell layer (GCL) thicknesses in treatment-naive children with attention-deficit/hyperactivity disorder (ADHD), children with ADHD on regular methylphenidate (MPH) treatment for at least 3 months, and healthy controls. Methods: A total of 58 treatment-naive children with ADHD, 45 children with ADHD on regular MPH treatment, and 44 healthy controls were enrolled in this study. All participants underwent a comprehensive eye examination. Optical coherence tomography (OCT) was used to assess global RNFL thickness, central macular thickness, and GCL thickness in both eyes. Results: Separate univariate analysis of covariance (ANCOVA) on the outcome variables revealed a significant difference among the research groups with respect to IOP in the left eye. Post-hoc univariate analyses indicated that left IOP was significantly higher in children with ADHD under MPH treatment than among healthy controls. However, global RNFL thickness, central macular thickness, and GCL thickness of both eyes, as well as IOP in the right eye, were not significantly different across groups. Conclusion: Further longitudinal follow-up studies are needed to determine whether MPH treatment has any effect on IOP or OCT findings.
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Affiliation(s)
- Ümit Işik
- Department of Child and Adolescent Psychiatry, Süleyman Demirel University Medicine Faculty, Isparta, Turkey
| | - Mehmet Kaygisiz
- Department of Ophthalmology, Salihli Can Private Hospital, Manisa, Turkey
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27
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Peripheral Brain-Derived Neurotrophic Factor and Contactin-1 Levels in Patients with Attention-Deficit/Hyperactivity Disorder. J Clin Med 2019; 8:jcm8091366. [PMID: 31480710 PMCID: PMC6780884 DOI: 10.3390/jcm8091366] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 08/20/2019] [Accepted: 08/29/2019] [Indexed: 02/07/2023] Open
Abstract
Brain-derived neurotrophic factor (BDNF) facilitates neuronal growth and plasticity, and is crucial for learning and memory. Contactin-1 (CNTN1) is a member of the subfamily of neural immunoglobulin and is involved in the formation of axon connections in the developing nervous system. This cross-sectional study investigates whether BDNF and CNTN1 affect susceptibility to attention deficit/hyperactivity disorder (ADHD). A total of 136 drug-naïve patients with ADHD (108 boys and 28 girls) and 71 healthy controls (45 boys and 26 girls) were recruited. Blood samples were obtained to measure the plasma levels of BDNF and CNTN1 in each child. We found that BDNF levels in the ADHD boys exceeded those in the control boys, but BDNF levels in the ADHD girls were lower than those in the control girls. Boys who had higher BDNF levels performed worse on the Wechsler Intelligence Scale for Children—Fourth Edition, but girls who had higher BDNF levels made fewer omission errors in the Conners’ Continuous Performance Test. However, CNTN1 level did not differ significantly between patients and controls, and were not correlated to ADHD characteristics, regardless of gender. The findings suggest BDNF may influence sex-specific susceptibility to ADHD, but CNTN1 was not associated with ADHD pathophysiology.
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Effects of Exercise on Cognitive Performance in Children and Adolescents with ADHD: Potential Mechanisms and Evidence-based Recommendations. J Clin Med 2019; 8:jcm8060841. [PMID: 31212854 PMCID: PMC6617109 DOI: 10.3390/jcm8060841] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 06/04/2019] [Accepted: 06/06/2019] [Indexed: 12/14/2022] Open
Abstract
Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder with a complex symptomatology, and core symptoms as well as functional impairment often persist into adulthood. Recent investigations estimate the worldwide prevalence of ADHD in children and adolescents to be ~7%, which is a substantial increase compared to a decade ago. Conventional treatment most often includes pharmacotherapy with central nervous stimulants, but the number of non-responders and adverse effects call for treatment alternatives. Exercise has been suggested as a safe and low-cost adjunctive therapy for ADHD and is reported to be accompanied by positive effects on several aspects of cognitive functions in the general child population. Here we review existing evidence that exercise affects cognitive functions in children with and without ADHD and present likely neurophysiological mechanisms of action. We find well-described associations between physical activity and ADHD, as well as causal evidence in the form of small to moderate beneficial effects following acute aerobic exercise on executive functions in children with ADHD. Despite large heterogeneity, meta-analyses find small positive effects of exercise in population-based control (PBC) children, and our extracted effect sizes from long-term interventions suggest consistent positive effects in children and adolescents with ADHD. Paucity of studies probing the effect of different exercise parameters impedes finite conclusions in this regard. Large-scale clinical trials with appropriately timed exercise are needed. In summary, the existing preliminary evidence suggests that exercise can improve cognitive performance intimately linked to ADHD presentations in children with and without an ADHD diagnosis. Based on the findings from both PBC and ADHD children, we cautiously provide recommendations for parameters of exercise.
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Yurteri N, Şahin İE, Tufan AE. Altered serum levels of vascular endothelial growth factor and glial-derived neurotrophic factor but not fibroblast growth factor-2 in treatment-naive children with attention deficit/hyperactivity disorder. Nord J Psychiatry 2019; 73:302-307. [PMID: 31170860 DOI: 10.1080/08039488.2019.1625437] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Background and aim: Recent evidence suggests that growth factors might be involved in the pathophysiology of attention deficit hyperactivity disorder (ADHD). The aim of this study was to determine whether serum levels of brain-derived neurotrophic factor (BDNF), glial-derived neurotrophic factor (GDNF), neurotrophin-3 (NT-3), nerve growth factor (NGF), fibroblast growth factor-2 (FGF-2) and vascular endothelial growth factor (VEGF) were altered in children with ADHD. Methods: Serum levels of BDNF, GDNF, NT-3, NGF, VEGF and FGF-2 were analyzed in 49 treatment- naive children with ADHD and age, gender matched 36 healthy controls using enzyme-linked immunosorbent assay. ADHD symptoms were scored by Du Paul ADHD Rating Scale and Strengths and Difficulties Questionnaire. Results: We found that serum VEGF levels were significantly lower (p < 0.001) and GDNF levels were significantly higher in ADHD group compared to control group (p = 0.003). However, we found no correlations between ADHD symptoms and serum VEGF or GDNF levels. Furthermore, we observed no significant alterations in serum BDNF, NT-3, NGF, FGF-2 levels in children with ADHD. Conclusion: To our knowledge, the present study is the first to examine serum VEGF and FGF-2 levels in children with ADHD. Our results indicate that VEGF and GDNF might be involved in the etiology of ADHD. Further studies are required to determine the role of growth factors in the etiology and consequently in the treatment of ADHD.
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Affiliation(s)
- Nihal Yurteri
- a Department of Child and Adolescent Psychiatry , Düzce University Medical Faculty , Düzce , Turkey
| | - İbrahim Ethem Şahin
- b Department of Clinical Biochemistry , Düzce University Medical Faculty , Düzce , Turkey
| | - Ali Evren Tufan
- c Department of Child and Adolescent Psychiatry , Acıbadem Mehmet Ali Aydinlar University Medical Faculty , İstanbul , Turkey
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Rafa-Zabłocka K, Kreiner G, Bagińska M, Nalepa I. Selective Depletion of CREB in Serotonergic Neurons Affects the Upregulation of Brain-Derived Neurotrophic Factor Evoked by Chronic Fluoxetine Treatment. Front Neurosci 2018; 12:637. [PMID: 30294251 PMCID: PMC6158386 DOI: 10.3389/fnins.2018.00637] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 08/24/2018] [Indexed: 11/24/2022] Open
Abstract
Neurotrophic factors are regarded as crucial regulatory components in neuronal plasticity and are postulated to play an important role in depression pathology. The abundant expression of brain-derived neurotrophic factor (BDNF) in various brain structures seems to be of particular interest in this context, as downregulation of BDNF is postulated to be correlated with depression and its upregulation is often observed after chronic treatment with common antidepressants. It is well-known that BDNF expression is regulated by cyclic AMP response element-binding protein (CREB). In our previous study using mice lacking CREB in serotonergic neurons (Creb1TPH2CreERT2 mice), we showed that selective CREB ablation in these particular neuronal populations is crucial for drug-resistant phenotypes in the tail suspension test observed after fluoxetine administration in Creb1TPH2CreERT2 mice. The aim of this study was to investigate the molecular changes in the expression of neurotrophins in Creb1TPH2CreERT2 mice after chronic fluoxetine treatment, restricted to the brain structures implicated in depression pathology with profound serotonergic innervation including the prefrontal cortex (PFC) and hippocampus. Here, we show for the first time that BDNF upregulation observed after fluoxetine in the hippocampus or PFC might be dependent on the transcription factor CREB residing, not within these particular structures targeted by serotonergic projections, but exclusively in serotonergic neurons. This observation may shed new light on the neurotrophic hypothesis of depression, where the effects of BDNF observed after antidepressants in the hippocampus and other brain structures were rather thought to be regulated by CREB residing within the same brain structures. Overall, these results provide further evidence for the pivotal role of CREB in serotonergic neurons in maintaining mechanisms of antidepressant drug action by regulation of BDNF levels.
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Affiliation(s)
- Katarzyna Rafa-Zabłocka
- Department of Brain Biochemistry, Institute of Pharmacology, Polish Academy of Sciences, Kraków, Poland
| | - Grzegorz Kreiner
- Department of Brain Biochemistry, Institute of Pharmacology, Polish Academy of Sciences, Kraków, Poland
| | - Monika Bagińska
- Department of Brain Biochemistry, Institute of Pharmacology, Polish Academy of Sciences, Kraków, Poland
| | - Irena Nalepa
- Department of Brain Biochemistry, Institute of Pharmacology, Polish Academy of Sciences, Kraków, Poland
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Nunes F, Pochmann D, Almeida AS, Marques DM, Porciúncula LDO. Differential Behavioral and Biochemical Responses to Caffeine in Male and Female Rats from a Validated Model of Attention Deficit and Hyperactivity Disorder. Mol Neurobiol 2018; 55:8486-8498. [PMID: 29557061 DOI: 10.1007/s12035-018-1000-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 03/07/2018] [Indexed: 01/01/2023]
Abstract
Epidemiological studies suggest sex differences in attention deficit and hyperactivity disorder (ADHD) symptomatology. The potential benefits of caffeine have been reported in the management of ADHD, but its effects were not properly addressed with respect to sex differences. The present study examined the effects of caffeine (0.3 g/L) administered since childhood in the behavior and brain-derived neurotrophic factor (BDNF) and its related proteins in both sexes of a rat model of ADHD (spontaneously hypertensive rats-SHR). Hyperlocomotion, recognition, and spatial memory disturbances were observed in adolescent SHR rats from both sexes. However, females showed lack of habituation and worsened spatial memory. Although caffeine was effective against recognition memory impairment in both sexes, spatial memory was recovered only in female SHR rats. Besides, female SHR rats showed exacerbated hyperlocomotion after caffeine treatment. SHR rats from both sexes presented increases in the BDNF, truncated and phospho-TrkB receptors and also phospho-CREB levels in the hippocampus. Caffeine normalized BDNF in males and truncated TrkB receptor at both sexes. These findings provide insight into the potential of caffeine against fully cognitive impairment displayed by females in the ADHD model. Besides, our data revealed that caffeine intake since childhood attenuated behavioral alterations in the ADHD model associated with changes in BDNF and TrkB receptors in the hippocampus.
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Affiliation(s)
- Fernanda Nunes
- Laboratory of Studies on the Purinergic System, Department of Biochemistry, Health and Basic Sciences Institute, Federal University of Rio Grande do Sul, Porto Alegre, RS, 90035-003, Brazil
| | - Daniela Pochmann
- Laboratory of Studies on the Purinergic System, Department of Biochemistry, Health and Basic Sciences Institute, Federal University of Rio Grande do Sul, Porto Alegre, RS, 90035-003, Brazil
| | - Amanda Staldoni Almeida
- Laboratory of Studies on the Purinergic System, Department of Biochemistry, Health and Basic Sciences Institute, Federal University of Rio Grande do Sul, Porto Alegre, RS, 90035-003, Brazil
| | | | - Lisiane de Oliveira Porciúncula
- Laboratory of Studies on the Purinergic System, Department of Biochemistry, Health and Basic Sciences Institute, Federal University of Rio Grande do Sul, Porto Alegre, RS, 90035-003, Brazil.
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Zhang J, Luo W, Li Q, Xu R, Wang Q, Huang Q. Peripheral brain-derived neurotrophic factor in attention-deficit/hyperactivity disorder: A comprehensive systematic review and meta-analysis. J Affect Disord 2018; 227:298-304. [PMID: 29132072 DOI: 10.1016/j.jad.2017.11.012] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 09/18/2017] [Accepted: 11/04/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND Studies suggest that dysfunction of BDNF is a possible contributor to the pathology and symptoms of attention-deficit/hyperactivity disorder (ADHD). Several studies have found changes of peripheral BDNF levels in ADHD, but findings are not always consistent. The aim of our study was to assess the association between peripheral BDNF levels and ADHD by using a meta-analysis. METHODS A systematic search of Pubmed, Web of Science and China National Knowledge Infrastructure identified 10 articles encompassing a sample of 1183 individuals for the meta-analysis. Meta-analysis was performed in a fixed/random effect model by using the software Review Manager 5.2. RESULTS Our meta-analysis suggests that peripheral BDNF levels did not differ significantly between ADHD and controls with the standardized mean difference (SMD) of 0.62 (95% CI -0.12 to 1.35, p = 0.10). However, it is intriguing that BDNF levels were significantly higher in males with ADHD compared with controls (SMD = 0.49, 95% CI = 0.14-0.84, p = 0.006), whereas there was no difference in BDNF levels between ADHD female patients and control groups (SMD = 0.21,95% CI = -0.44 to 0.86, p = 0.53). LIMITATIONS High heterogeneity was noted across sampled studies, which may be a function of sample size, participants sampled, variations in study design, or other factors. CONCLUSIONS We found that though there was no significantly difference in peripheral BDNF levels between ADHD patients and control groups overall, BDNF levels were significantly higher in males with ADHD compared with controls. Our results suggested a sex-specific association between peripheral blood BDNF levels and ADHD male patients.
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Affiliation(s)
- Jian Zhang
- Division of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China; Department of Medical Genetics, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, Guangdong, China.
| | - Wanjun Luo
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Qiyang Li
- Department of Medical Genetics, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Ruoting Xu
- Department of Neurology, NanFang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China; First School of Clinical Medicine, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Qiqiong Wang
- Department of Neonatology, NanFang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China
| | - Qitao Huang
- Division of Obstetrics and Gynecology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, China; Department of Medical Genetics, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, Guangdong, China.
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Cortés D, Carballo-Molina OA, Castellanos-Montiel MJ, Velasco I. The Non-Survival Effects of Glial Cell Line-Derived Neurotrophic Factor on Neural Cells. Front Mol Neurosci 2017; 10:258. [PMID: 28878618 PMCID: PMC5572274 DOI: 10.3389/fnmol.2017.00258] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Accepted: 07/31/2017] [Indexed: 01/23/2023] Open
Abstract
Glial cell line-derived neurotrophic factor (GDNF) was first characterized as a survival-promoting molecule for dopaminergic neurons (DANs). Afterwards, other cells were also discovered to respond to GDNF not only as a survival factor but also as a protein supporting other cellular functions, such as proliferation, differentiation, maturation, neurite outgrowth and other phenomena that have been less studied than survival and are now more extendedly described here in this review article. During development, GDNF favors the commitment of neural precursors towards dopaminergic, motor, enteric and adrenal neurons; in addition, it enhances the axonal growth of some of these neurons. GDNF also induces the acquisition of a dopaminergic phenotype by increasing the expression of Tyrosine Hydroxylase (TH), Nurr1 and other proteins that confer this identity and promote further dendritic and electrical maturation. In motor neurons (MNs), GDNF not only promotes proliferation and maturation but also participates in regenerating damaged axons and modulates the neuromuscular junction (NMJ) at both presynaptic and postsynaptic levels. Moreover, GDNF modulates the rate of neuroblastoma (NB) and glioblastoma cancer cell proliferation. Additionally, the presence or absence of GDNF has been correlated with conditions such as depression, pain, muscular soreness, etc. Although, the precise role of GDNF is unknown, it extends beyond a survival effect. The understanding of the complete range of properties of this trophic molecule will allow us to investigate its broad mechanisms of action to accelerate and/or improve therapies for the aforementioned pathological conditions.
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Affiliation(s)
- Daniel Cortés
- Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de MéxicoMéxico City, Mexico
- Laboratorio de Reprogramación Celular del IFC-UNAM, Instituto Nacional de Neurología y NeurologíaMéxico City, Mexico
| | - Oscar A. Carballo-Molina
- Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de MéxicoMéxico City, Mexico
- Laboratorio de Reprogramación Celular del IFC-UNAM, Instituto Nacional de Neurología y NeurologíaMéxico City, Mexico
| | - María José Castellanos-Montiel
- Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de MéxicoMéxico City, Mexico
- Laboratorio de Reprogramación Celular del IFC-UNAM, Instituto Nacional de Neurología y NeurologíaMéxico City, Mexico
| | - Iván Velasco
- Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de MéxicoMéxico City, Mexico
- Laboratorio de Reprogramación Celular del IFC-UNAM, Instituto Nacional de Neurología y NeurologíaMéxico City, Mexico
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Galvez-Contreras AY, Campos-Ordonez T, Gonzalez-Castaneda RE, Gonzalez-Perez O. Alterations of Growth Factors in Autism and Attention-Deficit/Hyperactivity Disorder. Front Psychiatry 2017; 8:126. [PMID: 28751869 PMCID: PMC5507945 DOI: 10.3389/fpsyt.2017.00126] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Accepted: 06/29/2017] [Indexed: 12/27/2022] Open
Abstract
Growth factors (GFs) are cytokines that regulate the neural development. Recent evidence indicates that alterations in the expression level of GFs during embryogenesis are linked to the pathophysiology and clinical manifestations of attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorders (ASD). In this concise review, we summarize the current evidence that supports the role of brain-derived neurotrophic factor, insulin-like growth factor 2, hepatocyte growth factor (HGF), glial-derived neurotrophic factor, nerve growth factor, neurotrophins 3 and 4, and epidermal growth factor in the pathogenesis of ADHD and ASD. We also highlight the potential use of these GFs as clinical markers for diagnosis and prognosis of these neurodevelopmental disorders.
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Affiliation(s)
- Alma Y Galvez-Contreras
- Department of Neuroscience, Institute of Translational Neuroscience, Centro Universitario de Ciencias de la Salud, University of Guadalajara, Guadalajara, Mexico.,Unidad de Atencion en Neurosciencias, Department of Neuroscience, Centro Universitario de Ciencias de la Salud, University of Guadalajara, Guadalajara, Mexico
| | - Tania Campos-Ordonez
- Laboratory of Neuroscience, School of Psychology, University of Colima, Colima, Mexico.,Medical Science PhD Program, School of Medicine, University of Colima, Colima, Mexico
| | - Rocio E Gonzalez-Castaneda
- Department of Neuroscience, Institute of Translational Neuroscience, Centro Universitario de Ciencias de la Salud, University of Guadalajara, Guadalajara, Mexico
| | - Oscar Gonzalez-Perez
- Laboratory of Neuroscience, School of Psychology, University of Colima, Colima, Mexico.,El Colegio de Colima, Colima, Mexico
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