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Petropoulos A, Anesiadou S, Michou M, Lymperatou A, Roma E, Chrousos G, Pervanidou P. Functional Gastrointestinal Symptoms in Children with Autism and ADHD: Profiles of Hair and Salivary Cortisol, Serum Leptin Concentrations and Externalizing/Internalizing Problems. Nutrients 2024; 16:1538. [PMID: 38794776 PMCID: PMC11124526 DOI: 10.3390/nu16101538] [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: 04/26/2024] [Revised: 05/16/2024] [Accepted: 05/17/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Functional Gastrointestinal Disorders (FGIDs) present a higher prevalence in individuals with Neurodevelopmental Disorders (NDDs). The Stress System and the Gut-Brain axis (GBA) may mediate these relations. We aimed to assess the prevalence and profile of FGIDs in a clinical sample of children with Autism Spectrum Disorder (ASD) and Attention Deficit/Hyperactivity Disorder (ADHD) compared to typically developing children (TD) as well as to investigate possible relations between stress-related biomarkers and internalizing/externalizing problems in children with NDDS. METHODS In total, 120 children, aged between 4 and 12 years old, formed three groups (N = 40, each): ADHD, ASD and TD. Salivary cortisol, hair cortisol and serum leptin were measured. RESULTS The ASD group had more FGID problems than the TD group (p = 0.001). The ADHD and ASD groups had higher total internalizing/externalizing problems than the TD group (p < 0.0001, p < 0.0001, p = 0.005, respectively). Children with FGIDs showed more total, internalizing and externalizing problems compared to children without FGIDs (p < 0.0001, p < 0.0001, p = 0.041, respectively). The ADHD group showed lower AUCg values (p < 0.0001), while the hair cortisol was higher for the TD group (p < 0.0001). CONCLUSION In conclusion, children with NDDs had more FGID symptoms and present higher internalizing and externalizing problems. Children with ADHD and FGIDs had more internalizing problems compared to those without FGIDs. No differences in stress-related biomarkers were shown to differentiate children with NDDs with and without FGIDs. Future prospective studies including a greater number of children may elucidate the biological pathways linking these comorbidities.
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Affiliation(s)
- Andreas Petropoulos
- Unit of Developmental and Behavioral Pediatrics, First Department of Pediatrics, School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece; (A.P.); (S.A.); (A.L.)
- School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece; (E.R.); (G.C.)
| | - Sophia Anesiadou
- Unit of Developmental and Behavioral Pediatrics, First Department of Pediatrics, School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece; (A.P.); (S.A.); (A.L.)
- School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece; (E.R.); (G.C.)
| | - Maria Michou
- Human Ecology Laboratory, Department of Home Economics and Ecology, Harokopio University, 17676 Athens, Greece;
| | - Aikaterini Lymperatou
- Unit of Developmental and Behavioral Pediatrics, First Department of Pediatrics, School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece; (A.P.); (S.A.); (A.L.)
- Postgraduate Program “The Science of Stress and Stress Promotion”, School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece
| | - Eleftheria Roma
- School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece; (E.R.); (G.C.)
| | - George Chrousos
- School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece; (E.R.); (G.C.)
| | - Panagiota Pervanidou
- Unit of Developmental and Behavioral Pediatrics, First Department of Pediatrics, School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece; (A.P.); (S.A.); (A.L.)
- School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece; (E.R.); (G.C.)
- Postgraduate Program “The Science of Stress and Stress Promotion”, School of Medicine, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece
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Guo T, Zeng Z, Lin L. Exploration of the impact of dysbiosis in the gut microbiota on microbial composition in children's neurodevelopment. Int J Neurosci 2024:1-7. [PMID: 38606533 DOI: 10.1080/00207454.2024.2341924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Accepted: 04/07/2024] [Indexed: 04/13/2024]
Abstract
OBJECTIVE To investigate the impact of gut microbiota dysbiosis on neurodevelopment in children. METHODS This study included 338 children aged 0-3 years admitted to our hospital from January to December 2022, The children were divided into a normal neurodevelopment group (169 cases) and a poor neurodevelopment group (169 cases). Basic personal information and clinical data were collected through a detailed questionnaire, and the microbial composition in fecal samples was analyzed using 16S rRNA gene sequencing. RESULTS Children in the poor neurodevelopment group showed a significant decrease in gut microbiota diversity compared to those in the normal neurodevelopment group (Shannon index, p < 0.05). The abundance of Bifidobacterium and Veillonella genera significantly decreased (p < 0.05), while the abundance of Streptococcus genus increased significantly (p < 0.05). CONCLUSION There is an association between gut microbiota dysbiosis and poor neurodevelopment in children. The increased abundance of Streptococcus genus and decreased abundance of Bifidobacterium and Veillonella genera in the gut microbiota may be potential risk factors for poor neurodevelopment in preterm infants. Future research should further explore the potential beneficial effects of gut microbiota modulation on neurodevelopment in children.
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Affiliation(s)
- Ting Guo
- Department of Pediatrics, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Zhenzhong Zeng
- Department of Pediatrics, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Liangfeng Lin
- Department of Pediatrics, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
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Ahrens AP, Hyötyläinen T, Petrone JR, Igelström K, George CD, Garrett TJ, Orešič M, Triplett EW, Ludvigsson J. Infant microbes and metabolites point to childhood neurodevelopmental disorders. Cell 2024; 187:1853-1873.e15. [PMID: 38574728 DOI: 10.1016/j.cell.2024.02.035] [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: 04/07/2023] [Revised: 11/22/2023] [Accepted: 02/28/2024] [Indexed: 04/06/2024]
Abstract
This study has followed a birth cohort for over 20 years to find factors associated with neurodevelopmental disorder (ND) diagnosis. Detailed, early-life longitudinal questionnaires captured infection and antibiotic events, stress, prenatal factors, family history, and more. Biomarkers including cord serum metabolome and lipidome, human leukocyte antigen (HLA) genotype, infant microbiota, and stool metabolome were assessed. Among the 16,440 Swedish children followed across time, 1,197 developed an ND. Significant associations emerged for future ND diagnosis in general and for specific ND subtypes, spanning intellectual disability, speech disorder, attention-deficit/hyperactivity disorder, and autism. This investigation revealed microbiome connections to future diagnosis as well as early emerging mood and gastrointestinal problems. The findings suggest links to immunodysregulation and metabolism, compounded by stress, early-life infection, and antibiotics. The convergence of infant biomarkers and risk factors in this prospective, longitudinal study on a large-scale population establishes a foundation for early-life prediction and intervention in neurodevelopment.
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Affiliation(s)
- Angelica P Ahrens
- Department of Microbiology and Cell Science, College of Agricultural and Life Sciences, University of Florida, Gainesville, FL 32603, USA
| | - Tuulia Hyötyläinen
- School of Science and Technology, Örebro University, Örebro 702 81, Sweden
| | - Joseph R Petrone
- Department of Microbiology and Cell Science, College of Agricultural and Life Sciences, University of Florida, Gainesville, FL 32603, USA
| | - Kajsa Igelström
- Department of Biomedical and Clinical Sciences, Division of Neurobiology, Linköping University, Linköping 58185, Sweden
| | - Christian D George
- Department of Microbiology and Cell Science, College of Agricultural and Life Sciences, University of Florida, Gainesville, FL 32603, USA
| | - Timothy J Garrett
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Matej Orešič
- School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro 702 81, Sweden; Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku 20520, Finland; Department of Life Technologies, University of Turku, Turku 20014, Finland
| | - Eric W Triplett
- Department of Microbiology and Cell Science, College of Agricultural and Life Sciences, University of Florida, Gainesville, FL 32603, USA.
| | - Johnny Ludvigsson
- Crown Princess Victoria Children's Hospital and Division of Pediatrics, Department of Biomedical and Clinical Sciences, Linköping University, Linköping 58185, Sweden
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Li H, Guo W, Li S, Sun B, Li N, Xie D, Dong Z, Luo D, Chen W, Fu W, Zheng J, Zhu J. Alteration of the gut microbiota profile in children with autism spectrum disorder in China. Front Microbiol 2024; 14:1326870. [PMID: 38420215 PMCID: PMC10899803 DOI: 10.3389/fmicb.2023.1326870] [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: 10/24/2023] [Accepted: 12/18/2023] [Indexed: 03/02/2024] Open
Abstract
Background Autism spectrum disorder (ASD) is associated with alterations in the gut microbiome. However, there are few studies on gut microbiota of children with ASD in China, and there is a lack of consensus on the changes of bacterial species. Purpose Autism spectrum disorder (ASD) is associated with alterations in the gut microbiome. However, there are few studies on gut microbiota of children with ASD in China, and there is a lack of consensus on the changes of bacterial species. Methods We used 16S rRNA sequencing to analyze ASD children (2 to 12 years), HC (2 to 12 years). Results Our findings showed that the α-diversity, composition, and relative abundance of gut microbiota in the ASD group were significantly different from those in the HC groups. Compared with the HC group, the α-diversity in the ASD group was significantly decreased. At the genus level, the relative abundance of g_Faecalibacterium, g_Blautia, g_Eubacterium_eligens_group, g_Parasutterella, g_Lachnospiraceae_NK4A136_group and g_Veillonella in ASD group was significantly increased than that in HC groups, while the relative abundance of g_Prevotella 9 and g_Agathobacter was significantly decreased than that in HC groups. In addition, KEGG pathway analysis showed that the microbial functional abnormalities in ASD patients were mainly concentrated in metabolic pathways related to fatty acid, amino acid metabolism and aromatic compound metabolism, and were partially involved in neurotransmitter metabolism. Conclusion This study revealed the characteristics of gut microbiota of Chinese children with ASD and provided further evidence of gut microbial dysbiosis in ASD.
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Affiliation(s)
- Hui Li
- Department of Ultrasound, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Wei Guo
- Stroke Center, Puyang People's Hospital, Puyang, China
| | - Sijie Li
- Department of Pediatrics, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Bishao Sun
- Department of Urology, Urologic Surgery Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Ningshan Li
- Department of Ultrasound, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Dongjing Xie
- Department of Neurology, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Zongming Dong
- Department of Urology, Urologic Surgery Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Dan Luo
- Department of Neurology, Yunyang People's Hospital, Yunyang, China
| | - Wei Chen
- Department of Urology, Urologic Surgery Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Weihua Fu
- Department of Urology, Urologic Surgery Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Ji Zheng
- Department of Urology, Urologic Surgery Center, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Jingzhen Zhu
- Department of Urology, Urologic Surgery Center, Xinqiao Hospital, Army Medical University, Chongqing, China
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Mancini VO, Brook J, Hernandez C, Strickland D, Christophersen CT, D'Vaz N, Silva D, Prescott S, Callaghan B, Downs J, Finlay-Jones A. Associations between the human immune system and gut microbiome with neurodevelopment in the first 5 years of life: A systematic scoping review. Dev Psychobiol 2023; 65:e22360. [PMID: 36811373 PMCID: PMC10107682 DOI: 10.1002/dev.22360] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 10/26/2022] [Accepted: 11/04/2022] [Indexed: 01/13/2023]
Abstract
The aim of this review was to map the literature assessing associations between maternal or infant immune or gut microbiome biomarkers and child neurodevelopmental outcomes within the first 5 years of life. We conducted a PRISMA-ScR compliant review of peer-reviewed, English-language journal articles. Studies reporting gut microbiome or immune system biomarkers and child neurodevelopmental outcomes prior to 5 years were eligible. Sixty-nine of 23,495 retrieved studies were included. Of these, 18 reported on the maternal immune system, 40 on the infant immune system, and 13 on the infant gut microbiome. No studies examined the maternal microbiome, and only one study examined biomarkers from both the immune system and the gut microbiome. Additionally, only one study included both maternal and infant biomarkers. Neurodevelopmental outcomes were assessed from 6 days to 5 years. Associations between biomarkers and neurodevelopmental outcomes were largely nonsignificant and small in effect size. While the immune system and gut microbiome are thought to have interactive impacts on the developing brain, there remains a paucity of published studies that report biomarkers from both systems and associations with child development outcomes. Heterogeneity of research designs and methodologies may also contribute to inconsistent findings. Future studies should integrate data across biological systems to generate novel insights into the biological underpinnings of early development.
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Affiliation(s)
- Vincent O Mancini
- Early Neurodevelopment and Mental Health, Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Juliet Brook
- Early Neurodevelopment and Mental Health, Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Christian Hernandez
- Department of Molecular Biology, Princeton University, Princeton, New Jersey, USA
| | - Deborah Strickland
- Early Neurodevelopment and Mental Health, Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Claus T Christophersen
- WA Human Microbiome Collaboration Centre, School of Molecular and Life Sciences, Curtin University, Bentley, Western Australia, Australia.,School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Nina D'Vaz
- Early Neurodevelopment and Mental Health, Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Desiree Silva
- Early Neurodevelopment and Mental Health, Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Susan Prescott
- Early Neurodevelopment and Mental Health, Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Bridget Callaghan
- Brain and Body Lab, University of California, Los Angeles, Los Angeles, California, USA
| | - Jenny Downs
- Early Neurodevelopment and Mental Health, Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Amy Finlay-Jones
- Early Neurodevelopment and Mental Health, Telethon Kids Institute, Nedlands, Western Australia, Australia
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The Role of Gut Microbiota in Various Neurological and Psychiatric Disorders-An Evidence Mapping Based on Quantified Evidence. Mediators Inflamm 2023; 2023:5127157. [PMID: 36816743 PMCID: PMC9936509 DOI: 10.1155/2023/5127157] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 09/21/2022] [Accepted: 10/10/2022] [Indexed: 02/10/2023] Open
Abstract
Methods We searched PubMed, Cochrane Library, and Epistemonikos to identify systematic reviews and meta-analysis (SRs). We searched for neurological diseases and psychiatric disorders, including Alzheimer's disease (AD), attention deficit hyperactivity disorder (ADHD), amyotrophic lateral sclerosis (ALS), autism spectrum disorder (ASD), anorexia nervosa (AN), bipolar disorder (BD), eating disorder (ED), generalized anxiety disorder (GAD), major depressive disorder (MDD), multiple sclerosis (MS), obsessive compulsive disorder (OCD), Parkinson's disease (PD), posttraumatic stress disorder (PTSD), spinal cord injury (SCI), schizophrenia, and stroke. We used A Measurement Tool to Assess Systematic Reviews (AMSTAR-2) to evaluate the quality of included SRs. We also created an evidence map showing the role of gut microbiota in neurological diseases and the certainty of the evidence. Results In total, 42 studies were included in this evidence mapping. Most findings were obtained from observational studies. According to the AMSTAR-2 assessment, 21 SRs scored "critically low" in terms of methodological quality, 16 SR scored "low," and 5 SR scored "moderate." A total of 15 diseases have been investigated for the potential association between gut microbiome alpha diversity and disease, with the Shannon index and Simpson index being the most widely studied. A total of 12 diseases were investigated for potential link between beta diversity and disease. At the phylum level, Firmicutes, Bacteroidetes, Actinobacteria, Proteobacteria, and Verrucomicrobia were more researched. At the genus level, Prevotella, Coprococcus, Parabacteroides, Phascolarctobacterium, Escherichia Shigella, Alistipes, Sutteralla, Veillonella, Odoribacter, Faecalibacterium, Bacteroides, Bifidobacterium, Dialister, and Blautia were more researched. Some diseases have been found to have specific flora changes, and some diseases have been found to have common intestinal microbiological changes. Conclusion We found varied levels of evidence for the associations between gut microbiota and neurological diseases; some gut microbiota increased the risk of neurological diseases, whereas others showed evidence of benefit that gut microbiota might be promising therapeutic targets for such diseases.
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Vasiliu O. The current state of research for psychobiotics use in the management of psychiatric disorders-A systematic literature review. Front Psychiatry 2023; 14:1074736. [PMID: 36911130 PMCID: PMC9996157 DOI: 10.3389/fpsyt.2023.1074736] [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: 10/19/2022] [Accepted: 02/03/2023] [Indexed: 02/25/2023] Open
Abstract
The need to find new therapeutic interventions in patients diagnosed with psychiatric disorders is supported by the data suggesting high rates of relapse, chronic evolution, therapeutic resistance, or lack of adherence and disability. The use of pre-, pro-, or synbiotics as add-ons in the therapeutic management of psychiatric disorders has been explored as a new way to augment the efficacy of psychotropics and to improve the chances for these patients to reach response or remission. This systematic literature review focused on the efficacy and tolerability of psychobiotics in the main categories of psychiatric disorders and it has been conducted through the most important electronic databases and clinical trial registers, using the PRISMA 2020 guidelines. The quality of primary and secondary reports was assessed using the criteria identified by the Academy of Nutrition and Diabetics. Forty-three sources, mostly of moderate and high quality, were reviewed in detail, and data regarding the efficacy and tolerability of psychobiotics was assessed. Studies exploring the effects of psychobiotics in mood disorders, anxiety disorders, schizophrenia spectrum disorders, substance use disorders, eating disorders, attention deficit hyperactivity disorder (ADHD), neurocognitive disorders, and autism spectrum disorders (ASD) were included. The overall tolerability of the interventions assessed was good, but the evidence to support their efficacy in specific psychiatric disorders was mixed. There have been identified data in favor of probiotics for patients with mood disorders, ADHD, and ASD, and also for the association of probiotics and selenium or synbiotics in patients with neurocognitive disorders. In several domains, the research is still in an early phase of development, e.g., in substance use disorders (only three preclinical studies being found) or eating disorders (one review was identified). Although no well-defined clinical recommendation could yet be formulated for a specific product in patients with psychiatric disorders, there is encouraging evidence to support further research, especially if focused on the identification of specific sub-populations that may benefit from this intervention. Several limitations regarding the research in this field should be addressed, i.e., the majority of the finalized trials are of short duration, there is an inherent heterogeneity of the psychiatric disorders, and the diversity of the explored Philae prevents the generalizability of the results from clinical studies.
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Affiliation(s)
- Octavian Vasiliu
- Department of Psychiatry, Dr. Carol Davila University Emergency Central Military Hospital, Bucharest, Romania
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Diamanti T, Prete R, Battista N, Corsetti A, De Jaco A. Exposure to Antibiotics and Neurodevelopmental Disorders: Could Probiotics Modulate the Gut-Brain Axis? Antibiotics (Basel) 2022; 11:1767. [PMID: 36551423 PMCID: PMC9774196 DOI: 10.3390/antibiotics11121767] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 11/30/2022] [Accepted: 12/05/2022] [Indexed: 12/12/2022] Open
Abstract
In order to develop properly, the brain requires the intricate interconnection of genetic factors and pre-and postnatal environmental events. The gut-brain axis has recently raised considerable interest for its involvement in regulating the development and functioning of the brain. Consequently, alterations in the gut microbiota composition, due to antibiotic administration, could favor the onset of neurodevelopmental disorders. Literature data suggest that the modulation of gut microbiota is often altered in individuals affected by neurodevelopmental disorders. It has been shown in animal studies that metabolites released by an imbalanced gut-brain axis, leads to alterations in brain function and deficits in social behavior. Here, we report the potential effects of antibiotic administration, before and after birth, in relation to the risk of developing neurodevelopmental disorders. We also review the potential role of probiotics in treating gastrointestinal disorders associated with gut dysbiosis after antibiotic administration, and their possible effect in ameliorating neurodevelopmental disorder symptoms.
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Affiliation(s)
- Tamara Diamanti
- Department of Biology and Biotechnologies ‘Charles Darwin’, Sapienza University of Rome, 00185 Rome, Italy
| | - Roberta Prete
- Department of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, 64100 Teramo, Italy
| | - Natalia Battista
- Department of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, 64100 Teramo, Italy
| | - Aldo Corsetti
- Department of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, 64100 Teramo, Italy
| | - Antonella De Jaco
- Department of Biology and Biotechnologies ‘Charles Darwin’, Sapienza University of Rome, 00185 Rome, Italy
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Multi-angle meta-analysis of the gut microbiome in Autism Spectrum Disorder: a step toward understanding patient subgroups. Sci Rep 2022; 12:17034. [PMID: 36220843 PMCID: PMC9554176 DOI: 10.1038/s41598-022-21327-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 09/26/2022] [Indexed: 12/29/2022] Open
Abstract
Observational studies have shown that the composition of the human gut microbiome in children diagnosed with Autism Spectrum Disorder (ASD) differs significantly from that of their neurotypical (NT) counterparts. Thus far, reported ASD-specific microbiome signatures have been inconsistent. To uncover reproducible signatures, we compiled 10 publicly available raw amplicon and metagenomic sequencing datasets alongside new data generated from an internal cohort (the largest ASD cohort to date), unified them with standardized pre-processing methods, and conducted a comprehensive meta-analysis of all taxa and variables detected across multiple studies. By screening metadata to test associations between the microbiome and 52 variables in multiple patient subsets and across multiple datasets, we determined that differentially abundant taxa in ASD versus NT children were dependent upon age, sex, and bowel function, thus marking these variables as potential confounders in case-control ASD studies. Several taxa, including the strains Bacteroides stercoris t__190463 and Clostridium M bolteae t__180407, and the species Granulicatella elegans and Massilioclostridium coli, exhibited differential abundance in ASD compared to NT children only after subjects with bowel dysfunction were removed. Adjusting for age, sex and bowel function resulted in adding or removing significantly differentially abundant taxa in ASD-diagnosed individuals, emphasizing the importance of collecting and controlling for these metadata. We have performed the largest (n = 690) and most comprehensive systematic analysis of ASD gut microbiome data to date. Our study demonstrated the importance of accounting for confounding variables when designing statistical comparative analyses of ASD- and NT-associated gut bacterial profiles. Mitigating these confounders identified robust microbial signatures across cohorts, signifying the importance of accounting for these factors in comparative analyses of ASD and NT-associated gut profiles. Such studies will advance the understanding of different patient groups to deliver appropriate therapeutics by identifying microbiome traits germane to the specific ASD phenotype.
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Asbjornsdottir B, Lauth B, Fasano A, Thorsdottir I, Karlsdottir I, Gudmundsson LS, Gottfredsson M, Smarason O, Sigurdardottir S, Halldorsson TI, Marteinsson VT, Gudmundsdottir V, Birgisdottir BE. Meals, Microbiota and Mental Health in Children and Adolescents (MMM-Study): A protocol for an observational longitudinal case-control study. PLoS One 2022; 17:e0273855. [PMID: 36048886 PMCID: PMC9436124 DOI: 10.1371/journal.pone.0273855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 08/15/2022] [Indexed: 11/19/2022] Open
Abstract
Recent studies indicate that the interplay between diet, intestinal microbiota composition, and intestinal permeability can impact mental health. More than 10% of children and adolescents in Iceland suffer from mental disorders, and rates of psychotropics use are very high. The aim of this novel observational longitudinal case-control study, "Meals, Microbiota and Mental Health in Children and Adolescents (MMM-Study)" is to contribute to the promotion of treatment options for children and adolescents diagnosed with mental disorders through identification of patterns that may affect the symptoms. All children and adolescents, 5-15 years referred to the outpatient clinic of the Child and Adolescent Psychiatry Department at The National University Hospital in Reykjavik, Iceland, for one year (n≈150) will be invited to participate. There are two control groups, i.e., sex-matched children from the same postal area (n≈150) and same parent siblings (full siblings) in the same household close in age +/- 3 years (n<150). A three-day food diary, rating scales for mental health, and multiple questionnaires will be completed. Biosamples (fecal-, urine-, saliva-, blood samples, and buccal swab) will be collected and used for 16S rRNA gene amplicon sequencing of the oral and gut microbiome, measurements of serum factors, quantification of urine metabolites and host genotype, respectively. For longitudinal follow-up, data collection will be repeated after three years in the same groups. Integrative analysis of diet, gut microbiota, intestinal permeability, serum metabolites, and mental health will be conducted applying bioinformatics and systems biology approaches. Extensive population-based data of this quality has not been collected before, with collection repeated in three years' time, contributing to the high scientific value. The MMM-study follows the "Strengthening the Reporting of Observational Studies in Epidemiology" (STROBE) guidelines. Approval has been obtained from the Icelandic National Bioethics Committee, and the study is registered with Clinicaltrials.gov. The study will contribute to an improved understanding of the links between diet, gut microbiota and mental health in children through good quality study design by collecting information on multiple components, and a longitudinal approach. Furthermore, the study creates knowledge on possibilities for targeted and more personalized dietary and lifestyle interventions in subgroups. Trial registration numbers: VSN-19-225 & NCT04330703.
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Affiliation(s)
- Birna Asbjornsdottir
- Faculty of Medicine and Health Science Institute, University of Iceland, Reykjavik, Iceland
- Faculty of Food Sciences and Nutrition and Health Science Institute, University of Iceland, Reykjavik, Iceland
- Mucosal Immunology and Biology Research Center, Massachusetts Hospital for Children, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Bertrand Lauth
- Faculty of Medicine and Health Science Institute, University of Iceland, Reykjavik, Iceland
- Department of Child and Adolescent Psychiatry (BUGL), Landspitali University Hospital, Reykjavik, Iceland
| | - Alessio Fasano
- Mucosal Immunology and Biology Research Center, Massachusetts Hospital for Children, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Inga Thorsdottir
- Faculty of Food Sciences and Nutrition and Health Science Institute, University of Iceland, Reykjavik, Iceland
| | - Ingibjorg Karlsdottir
- Department of Child and Adolescent Psychiatry (BUGL), Landspitali University Hospital, Reykjavik, Iceland
| | - Larus S. Gudmundsson
- Faculty of Pharmaceutical Sciences and Health Science Institute, University of Iceland, Reykjavik, Iceland
| | - Magnus Gottfredsson
- Faculty of Medicine and Health Science Institute, University of Iceland, Reykjavik, Iceland
- Department of Science, Landspitali University Hospital, Reykjavik, Iceland
- Department of Infectious Diseases, Landspitali University Hospital, Reykjavik, Iceland
| | - Orri Smarason
- Faculty of Psychology and Health Science Institute, University of Iceland, Reykjavik, Iceland
| | - Sigurveig Sigurdardottir
- Faculty of Medicine and Health Science Institute, University of Iceland, Reykjavik, Iceland
- Department of Immunology, Landspitali University Hospital, Reykjavik, Iceland
| | - Thorhallur I. Halldorsson
- Faculty of Food Sciences and Nutrition and Health Science Institute, University of Iceland, Reykjavik, Iceland
| | - Viggo Thor Marteinsson
- Faculty of Food Sciences and Nutrition and Health Science Institute, University of Iceland, Reykjavik, Iceland
- Matís ohf., Microbiology Group, Reykjavík, Iceland
| | - Valborg Gudmundsdottir
- Faculty of Medicine and Health Science Institute, University of Iceland, Reykjavik, Iceland
- Icelandic Heart Association, Kopavogur, Iceland
| | - Bryndis Eva Birgisdottir
- Faculty of Food Sciences and Nutrition and Health Science Institute, University of Iceland, Reykjavik, Iceland
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11
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Lawrence K, Myrissa K, Toribio-Mateas M, Minini L, Gregory AM. Trialling a microbiome-targeted dietary intervention in children with ADHD-the rationale and a non-randomised feasibility study. Pilot Feasibility Stud 2022; 8:108. [PMID: 35606889 PMCID: PMC9125862 DOI: 10.1186/s40814-022-01058-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 05/03/2022] [Indexed: 11/17/2022] Open
Abstract
Background Dietary interventions have been previously explored in children with ADHD. Elimination diets and supplementation can produce beneficial behaviour changes, but little is known about the mechanisms mediating change. We propose that these interventions may work, in part, by causing changes in the gut microbiota. A microbiome-targeted dietary intervention was developed, and its feasibility assessed. Methods A non-randomised feasibility study was conducted on nine non-medicated children with ADHD, aged 8–13 years (mean 10.39 years), using a prospective one-group pre-test/post-test design. Participants were recruited from ADHD support groups in London and took part in the 6-week microbiome-targeted dietary intervention, which was specifically designed to impact the composition of gut bacteria. Children were assessed pre- and post-intervention on measures of ADHD symptomatology, cognition, sleep, gut function and stool-sample microbiome analysis. The primary aim was to assess the study completion rate, with secondary aims assessing adherence, adverse events (aiming for no severe and minimal), acceptability and suitability of outcome measures. Results Recruitment proved to be challenging and despite targeting 230 participants directly through support groups, and many more through social media, nine families (of the planned 10) signed up for the trial. The completion rate for the study was excellent at 100%. Exploration of secondary aims revealed that (1) adherence to each aspect of the dietary protocol was very good; (2) two mild adverse events were reported; (3) parents rated the treatment as having good acceptability; (4) data collection and outcome measures were broadly feasible for use in an RCT with a few suggestions recommended; (5) descriptive data for outcome measures is presented and suggests that further exploration of gut microbiota, ADHD symptoms and sleep would be helpful in future research. Conclusions This study provides preliminary evidence for the feasibility of a microbiome-targeted dietary intervention in children with ADHD. Recruitment was challenging, but the diet itself was well-tolerated and adherence was very good. Families wishing to trial this diet may find it an acceptable intervention. However, recruitment, even for this small pilot study, was challenging. Because of the difficulty experienced recruiting participants, future randomised controlled trials may wish to adopt a simpler dietary approach which requires less parental time and engagement, in order to recruit the number of participants required to make meaningful statistical interpretations of efficacy. Trial registration ClinicalTrials.gov Identifier: NCT03737877. Registered 13 November 2018—retrospectively registered, within 2 days of the first participant being recruited. Supplementary Information The online version contains supplementary material available at 10.1186/s40814-022-01058-4.
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Affiliation(s)
- Kate Lawrence
- Department of Psychology & Pedagogic Science, Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, London, UK.
| | - Kyriaki Myrissa
- Department of Health Sciences, Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, London, UK
| | - Miguel Toribio-Mateas
- School of Health and Education, Middlesex University, London, UK.,School of Applied Science, London South Bank University, London, UK
| | - Lori Minini
- Department of Psychology & Pedagogic Science, Faculty of Sport, Allied Health and Performance Science, St Mary's University, Twickenham, London, UK
| | - Alice M Gregory
- Department of Psychology, Goldsmiths, University of London, London, UK
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12
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Dash S, Syed YA, Khan MR. Understanding the Role of the Gut Microbiome in Brain Development and Its Association With Neurodevelopmental Psychiatric Disorders. Front Cell Dev Biol 2022; 10:880544. [PMID: 35493075 PMCID: PMC9048050 DOI: 10.3389/fcell.2022.880544] [Citation(s) in RCA: 50] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 03/28/2022] [Indexed: 12/12/2022] Open
Abstract
The gut microbiome has a tremendous influence on human physiology, including the nervous system. During fetal development, the initial colonization of the microbiome coincides with the development of the nervous system in a timely, coordinated manner. Emerging studies suggest an active involvement of the microbiome and its metabolic by-products in regulating early brain development. However, any disruption during this early developmental process can negatively impact brain functionality, leading to a range of neurodevelopment and neuropsychiatric disorders (NPD). In this review, we summarize recent evidence as to how the gut microbiome can influence the process of early human brain development and its association with major neurodevelopmental psychiatric disorders such as autism spectrum disorders, attention-deficit hyperactivity disorder, and schizophrenia. Further, we discuss how gut microbiome alterations can also play a role in inducing drug resistance in the affected individuals. We propose a model that establishes a direct link of microbiome dysbiosis with the exacerbated inflammatory state, leading to functional brain deficits associated with NPD. Based on the existing research, we discuss a framework whereby early diet intervention can boost mental wellness in the affected subjects and call for further research for a better understanding of mechanisms that govern the gut-brain axis may lead to novel approaches to the study of the pathophysiology and treatment of neuropsychiatric disorders.
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Affiliation(s)
- Somarani Dash
- Life Sciences Division, Institute of Advanced Study in Science and Technology (IASST), Guwahati, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Yasir Ahmed Syed
- School of Biosciences and Neuroscience and Mental Health Research Institute, Cardiff University, Hadyn Ellis Building, Cardiff, United Kingdom
| | - Mojibur R. Khan
- Life Sciences Division, Institute of Advanced Study in Science and Technology (IASST), Guwahati, India
- *Correspondence: Mojibur R. Khan,
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13
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Chakrabarti A, Geurts L, Hoyles L, Iozzo P, Kraneveld AD, La Fata G, Miani M, Patterson E, Pot B, Shortt C, Vauzour D. The microbiota-gut-brain axis: pathways to better brain health. Perspectives on what we know, what we need to investigate and how to put knowledge into practice. Cell Mol Life Sci 2022; 79:80. [PMID: 35044528 PMCID: PMC8770392 DOI: 10.1007/s00018-021-04060-w] [Citation(s) in RCA: 68] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 11/16/2021] [Accepted: 11/25/2021] [Indexed: 12/16/2022]
Abstract
The gut and brain link via various metabolic and signalling pathways, each with the potential to influence mental, brain and cognitive health. Over the past decade, the involvement of the gut microbiota in gut-brain communication has become the focus of increased scientific interest, establishing the microbiota-gut-brain axis as a field of research. There is a growing number of association studies exploring the gut microbiota's possible role in memory, learning, anxiety, stress, neurodevelopmental and neurodegenerative disorders. Consequently, attention is now turning to how the microbiota can become the target of nutritional and therapeutic strategies for improved brain health and well-being. However, while such strategies that target the gut microbiota to influence brain health and function are currently under development with varying levels of success, still very little is yet known about the triggers and mechanisms underlying the gut microbiota's apparent influence on cognitive or brain function and most evidence comes from pre-clinical studies rather than well controlled clinical trials/investigations. Filling the knowledge gaps requires establishing a standardised methodology for human studies, including strong guidance for specific focus areas of the microbiota-gut-brain axis, the need for more extensive biological sample analyses, and identification of relevant biomarkers. Other urgent requirements are new advanced models for in vitro and in vivo studies of relevant mechanisms, and a greater focus on omics technologies with supporting bioinformatics resources (training, tools) to efficiently translate study findings, as well as the identification of relevant targets in study populations. The key to building a validated evidence base rely on increasing knowledge sharing and multi-disciplinary collaborations, along with continued public-private funding support. This will allow microbiota-gut-brain axis research to move to its next phase so we can identify realistic opportunities to modulate the microbiota for better brain health.
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Affiliation(s)
| | - Lucie Geurts
- International Life Sciences Institute, European Branch, Brussels, Belgium.
| | - Lesley Hoyles
- Department of Biosciences, Nottingham Trent University, Nottingham, UK
| | - Patricia Iozzo
- Institute of Clinical Physiology, National Research Council (CNR), Pisa, Italy
| | - Aletta D Kraneveld
- Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | | | - Michela Miani
- International Life Sciences Institute, European Branch, Brussels, Belgium
| | | | - Bruno Pot
- Yakult Europe BV, Almere, The Netherlands
| | | | - David Vauzour
- Norwich Medical School, Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK
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14
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Wang N, Gao X, Zhang Z, Yang L. Composition of the Gut Microbiota in Attention Deficit Hyperactivity Disorder: A Systematic Review and Meta-Analysis. Front Endocrinol (Lausanne) 2022; 13:838941. [PMID: 35370947 PMCID: PMC8972063 DOI: 10.3389/fendo.2022.838941] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 02/17/2022] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND The latest research accumulates information to explore the correlation between gut microbiota and neurodevelopmental disorders, which may lead to new approaches to treat diseases such as attention deficit/hyperactivity disorder (ADHD). However, the conclusions of previous studies are not completely consistent. The objective of the systematic review and meta-analysis was to identify evidence on the dysbiosis of gut microbiota in ADHD and find potential distinctive traits compared to healthy controls. METHODS Electronic databases, including PubMed, Embase, Web of Science, Cochrane Library, and PsycINFO, were searched up to August 24, 2021, using predetermined terms. Meta-analysis was performed to estimate the comparison of microbiota profiles (alpha and beta diversity) and the relative abundance of gut microbiota in ADHD patients and healthy controls. RESULTS A total of eight studies were included in the meta-analysis, containing 316 ADHD patients and 359 healthy controls. There was a higher Shannon index in ADHD patients than in healthy controls (SMD = 0.97; 95% CI, 0.13 to 1.82; P = 0.02; I2 = 96%), but the significance vanished after sensitivity analysis because of high heterogeneity. No significant differences in other alpha diversity indexes were found. Regarding the relative abundance of gut microbiota, the genus Blautia was significantly elevated in ADHD patients compared with controls (SMD = 0.34; 95% CI, 0.06 to 0.63; P = 0.02; I2 = 0%). CONCLUSIONS Patients with ADHD had gut microbiome alterations compared to healthy controls. Though more studies with strict methodology are warranted due to the high heterogeneity, further studies to translate the findings of gut microbiota dysbiosis to clinical application in ADHD patients are needed and may guide targeted therapies. SYSTEMATIC REVIEW REGISTRATION [https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=273993], identifier PROSPERO (CRD42021273993).
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Affiliation(s)
- Ning Wang
- Department of Child and Adolescent Psychiatry, National Clinical Research Center for Mental Disorders and NHC Key Laboratory of Mental Health (Peking University Sixth Hospital), Peking University Sixth Hospital (Institute of Mental Health), Beijing, China
| | - Xuping Gao
- Department of Child and Adolescent Psychiatry, National Clinical Research Center for Mental Disorders and NHC Key Laboratory of Mental Health (Peking University Sixth Hospital), Peking University Sixth Hospital (Institute of Mental Health), Beijing, China
| | - Zifeng Zhang
- Department of Psychiatry, Yan’an Third People’s Hospital, Yan’an, China
- *Correspondence: Li Yang, ; Zifeng Zhang,
| | - Li Yang
- Department of Child and Adolescent Psychiatry, National Clinical Research Center for Mental Disorders and NHC Key Laboratory of Mental Health (Peking University Sixth Hospital), Peking University Sixth Hospital (Institute of Mental Health), Beijing, China
- Department of Psychiatry, Yan’an Third People’s Hospital, Yan’an, China
- *Correspondence: Li Yang, ; Zifeng Zhang,
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15
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Payen A, Chen MJ, Carter TG, Kilmer RP, Bennett JM. Childhood ADHD, Going Beyond the Brain: A Meta-Analysis on Peripheral Physiological Markers of the Heart and the Gut. Front Endocrinol (Lausanne) 2022; 13:738065. [PMID: 35299964 PMCID: PMC8921263 DOI: 10.3389/fendo.2022.738065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 01/17/2022] [Indexed: 12/03/2022] Open
Abstract
UNLABELLED Attention-Deficit/Hyperactivity Disorder (ADHD) is the most common neurodevelopmental disorder diagnosed in children. Questions regarding its increased diagnostic rates and pharmacological treatments in developing children have led to a more holistic review of the multi-system pathophysiology observed in ADHD. The dopaminergic neurotransmitter system, known for its influence on reward-motivated behaviors and motor control, and the frontostriatal systems, that mediate motor, cognition, and behavior, are associated with ADHD's development. However, studies have shown that these neural systems do not wholly account for ADHD's multilayered and heterogeneous symptom presentation. For instance, the literature suggests that emotional dysregulation, the inability to regulate one's emotional responses to provoking stimuli, is associated with increased risk for social impairment in ADHD. A broader examination of physiological systems in children with ADHD has found potential markers in the heart-brain and gut-brain axes that correspond with certain behaviors associated with emotional dysregulation in recent studies. Hence, the purpose of this meta-analysis is to aggregate ten applicable published case studies and analyze task-related heart rate reactivity (HRR; n = 5 studies) and gut microbiota (n = 5 studies) data in children with and without ADHD. Data from a total of 531 youth with ADHD and 603 youth without ADHD revealed significant small and medium effect sizes for higher Chao1 levels and Actinobacteria levels in the ADHD group, respectively, but no evidence of altered task-related HRR. Thus, further research into multi-system psychophysiological measures of emotional dysregulation and ADHD is warranted. The clinical, empirical, and educational implications of these findings are discussed. SYSTEMATIC REVIEW REGISTRATION https://www.crd.york.ac.uk/prospero/, identifier PROSPERO (CRD42021236819).
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Affiliation(s)
- Ameanté Payen
- Health Psychology PhD Program, University of North Carolina at Charlotte, Charlotte, NC, United States
| | - Michelle J. Chen
- Health Psychology PhD Program, University of North Carolina at Charlotte, Charlotte, NC, United States
| | - T. Grace Carter
- Health Psychology PhD Program, University of North Carolina at Charlotte, Charlotte, NC, United States
| | - Ryan P. Kilmer
- Health Psychology PhD Program, University of North Carolina at Charlotte, Charlotte, NC, United States
- Department of Psychological Science, University of North Carolina at Charlotte, Charlotte, NC, United States
| | - Jeanette M. Bennett
- Health Psychology PhD Program, University of North Carolina at Charlotte, Charlotte, NC, United States
- Department of Psychological Science, University of North Carolina at Charlotte, Charlotte, NC, United States
- *Correspondence: Jeanette M. Bennett,
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16
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Zhang A, Matsushita M, Zhang L, Wang H, Shi X, Gu H, Xia Z, Cui JY. Cadmium exposure modulates the gut-liver axis in an Alzheimer's disease mouse model. Commun Biol 2021; 4:1398. [PMID: 34912029 PMCID: PMC8674298 DOI: 10.1038/s42003-021-02898-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 11/16/2021] [Indexed: 12/17/2022] Open
Abstract
The human Apolipoprotein E4 (ApoE4) variant is the strongest known genetic risk factor for Alzheimer's disease (AD). Cadmium (Cd) has been shown to impair learning and memory at a greater extent in humanized ApoE4 knock-in (ApoE4-KI) mice as compared to ApoE3 (common allele)-KI mice. Here, we determined how cadmium interacts with ApoE4 gene variants to modify the gut-liver axis. Large intestinal content bacterial 16S rDNA sequencing, serum lipid metabolomics, and hepatic transcriptomics were analyzed in ApoE3- and ApoE4-KI mice orally exposed to vehicle, a low dose, or a high dose of Cd in drinking water. ApoE4-KI males had the most prominent changes in their gut microbiota, as well as a predicted down-regulation of many essential microbial pathways involved in nutrient and energy homeostasis. In the host liver, cadmium-exposed ApoE4-KI males had the most differentially regulated pathways; specifically, there was enrichment in several pathways involved in platelet activation and drug metabolism. In conclusion, Cd exposure profoundly modified the gut-liver axis in the most susceptible mouse strain to neurological damage namely the ApoE4-KI males, evidenced by an increase in microbial AD biomarkers, reduction in energy supply-related pathways in gut and blood, and an increase in hepatic pathways involved in inflammation and xenobiotic biotransformation.
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Affiliation(s)
- Angela Zhang
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Megumi Matsushita
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Liang Zhang
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Hao Wang
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Xiaojian Shi
- Arizona Metabolomics Laboratory, College of Health Solutions, Arizona State University, Phoenix, AZ, USA
| | - Haiwei Gu
- Arizona Metabolomics Laboratory, College of Health Solutions, Arizona State University, Phoenix, AZ, USA
| | - Zhengui Xia
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Julia Yue Cui
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA.
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17
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Tremlett H, Zhu F, Arnold D, Bar-Or A, Bernstein CN, Bonner C, Forbes JD, Graham M, Hart J, Knox NC, Marrie RA, Mirza AI, O'Mahony J, Van Domselaar G, Yeh EA, Zhao Y, Banwell B, Waubant E. The gut microbiota in pediatric multiple sclerosis and demyelinating syndromes. Ann Clin Transl Neurol 2021; 8:2252-2269. [PMID: 34889081 PMCID: PMC8670321 DOI: 10.1002/acn3.51476] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 10/22/2021] [Indexed: 12/15/2022] Open
Abstract
Objective To examine the gut microbiota in individuals with and without pediatric‐onset multiple sclerosis (MS). Methods We compared stool‐derived microbiota of Canadian Pediatric Demyelinating Disease Network study participants ≤21 years old, with MS (disease‐modifying drug [DMD] exposed and naïve) or monophasic acquired demyelinating syndrome [monoADS] (symptom onset <18 years), and unaffected controls. All were ≥30 days without antibiotics or corticosteroids. V4 region 16S RNA gene‐derived amplicon sequence variants (Illumina MiSeq) were assessed using negative binomial regression and network analyses; rate ratios were age‐ and sex‐adjusted (aRR). Results Thirty‐two MS, 41 monoADS (symptom onset [mean] = 14.0 and 6.9 years) and 36 control participants were included; 75%/56%/58% were female, with mean ages at stool sample = 16.5/13.8/15.1 years, respectively. Nine MS cases (28%) were DMD‐naïve. Although microbiota diversity (alpha, beta) did not differ between participants (p > 0.1), taxa‐level and gut community networks did. MS (vs. monoADS) exhibited > fourfold higher relative abundance of the superphylum Patescibacteria (aRR = 4.2;95%CI:1.6–11.2, p = 0.004, Q = 0.01), and lower abundances of short‐chain fatty acid (SCFA)‐producing Lachnospiraceae (Anaerosporobacter) and Ruminococcaceae (p, Q < 0.05). DMD‐naïve MS cases were depleted for Clostridiales vadin‐BB60 (unnamed species) versus either DMD‐exposed, controls (p, Q < 0.01), or monoADS (p = 0.001, Q = 0.06) and exhibited altered community connectedness (p < 10−9 Kruskal–Wallis), with SCFA‐producing taxa underrepresented. Consistent taxa‐level findings from an independent US Network of Pediatric MS Centers case/control (n = 51/42) cohort included >eightfold higher abundance for Candidatus Stoquefichus and Tyzzerella (aRR = 8.8–12.8, p < 0.05) in MS cases and 72%–80% lower abundance of SCFA‐producing Ruminococcaceae‐NK4A214 (aRR = 0.38–0.2, p ≤ 0.01). Interpretation Gut microbiota community structure, function and connectivity, and not just individual taxa, are of likely importance in MS.
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Affiliation(s)
- Helen Tremlett
- Medicine (Neurology), University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, V6T 1Z3, Canada
| | - Feng Zhu
- Medicine (Neurology), University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, V6T 1Z3, Canada
| | - Douglas Arnold
- The Montreal Neurological Institute, McGill University, Montreal, Quebec, H3A 2B4, Canada
| | - Amit Bar-Or
- Center for Neuroinflammation and Experimental Therapeutics and Department of Neurology, Perleman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Charles N Bernstein
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba Inflammatory Bowel Disease Clinical and Research Centre, University of Manitoba, Winnipeg, Manitoba, R3E 3P4, Canada
| | - Christine Bonner
- National Microbiology Laboratory, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, R3E 3R2, Canada
| | - Jessica D Forbes
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, M5S 1A8, Canada
| | - Morag Graham
- National Microbiology Laboratory, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, R3E 3R2, Canada.,Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, Rady Faculty of Health Sciences, Winnipeg, Manitoba, R3E 0J9, Canada
| | - Janace Hart
- Department of Neurology, University of California San Francisco, San Francisco, California, 94158, USA
| | - Natalie C Knox
- National Microbiology Laboratory, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, R3E 3R2, Canada.,Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, Rady Faculty of Health Sciences, Winnipeg, Manitoba, R3E 0J9, Canada
| | - Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, Winnipeg, Manitoba, R3A 1R9, Canada
| | - Ali I Mirza
- Medicine (Neurology), University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, V6T 1Z3, Canada
| | - Julia O'Mahony
- The Hospital for Sick Children, University of Toronto, Toronto, Ontario, M5G 1X8, Canada
| | - Gary Van Domselaar
- National Microbiology Laboratory, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, R3E 3R2, Canada.,Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, Rady Faculty of Health Sciences, Winnipeg, Manitoba, R3E 0J9, Canada
| | - E Ann Yeh
- The Hospital for Sick Children, University of Toronto, Toronto, Ontario, M5G 1X8, Canada
| | - Yinshan Zhao
- Medicine (Neurology), University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, V6T 1Z3, Canada
| | - Brenda Banwell
- Division of Neurology, Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA
| | - Emmanuelle Waubant
- Department of Neurology, University of California San Francisco, San Francisco, California, 94158, USA
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18
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Richarte V, Sánchez-Mora C, Corrales M, Fadeuilhe C, Vilar-Ribó L, Arribas L, Garcia E, Rosales-Ortiz SK, Arias-Vasquez A, Soler-Artigas M, Ribasés M, Ramos-Quiroga JA. Gut microbiota signature in treatment-naïve attention-deficit/hyperactivity disorder. Transl Psychiatry 2021; 11:382. [PMID: 34238926 PMCID: PMC8266901 DOI: 10.1038/s41398-021-01504-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 06/24/2021] [Indexed: 12/11/2022] Open
Abstract
Compelling evidence supports alterations in gut microbial diversity, bacterial composition, and/or relative abundance of several bacterial taxa in attention-deficit/hyperactivity disorder (ADHD). However, findings for ADHD are inconsistent among studies, and specific gut microbiome signatures for the disorder remain unknown. Given that previous studies have mainly focused on the pediatric form of the disorder and involved small sample sizes, we conducted the largest study to date to compare the gastrointestinal microbiome composition in 100 medication-naïve adults with ADHD and 100 sex-matched healthy controls. We found evidence that ADHD subjects have differences in the relative abundance of several microbial taxa. At the family level, our data support a lower relative abundance of Gracilibacteraceae and higher levels of Selenomonadaceae and Veillonellaceae in adults with ADHD. In addition, the ADHD group showed higher levels of Dialister and Megamonas and lower abundance of Anaerotaenia and Gracilibacter at the genus level. All four selected genera explained 15% of the variance of ADHD, and this microbial signature achieved an overall sensitivity of 74% and a specificity of 71% for distinguishing between ADHD patients and healthy controls. We also tested whether the selected genera correlate with age, body mass index (BMI), or scores of the ADHD rating scale but found no evidence of correlation between genera relative abundance and any of the selected traits. These results are in line with recent studies supporting gut microbiome alterations in neurodevelopment disorders, but further studies are needed to elucidate the role of the gut microbiota on the ADHD across the lifespan and its contribution to the persistence of the disorder from childhood to adulthood.
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Grants
- PI15/01789,PI16/01505,PI17/00289,PI18/01788,PI19/00721,PI19/01224,PI20/00041 Ministry of Economy and Competitiveness | Instituto de Salud Carlos III (Institute of Health Carlos III)
- PI15/01789,PI16/01505,PI17/00289,PI18/01788,PI19/00721,PI19/01224,PI20/00041 Ministry of Economy and Competitiveness | Instituto de Salud Carlos III (Institute of Health Carlos III)
- PI15/01789,PI16/01505,PI17/00289,PI18/01788,PI19/00721,PI19/01224,PI20/00041 Ministry of Economy and Competitiveness | Instituto de Salud Carlos III (Institute of Health Carlos III)
- PI15/01789,PI16/01505,PI17/00289,PI18/01788,PI19/00721,PI19/01224,PI20/00041 Ministry of Economy and Competitiveness | Instituto de Salud Carlos III (Institute of Health Carlos III)
- H2020/2014-2020 EC | EU Framework Programme for Research and Innovation H2020 | H2020 Excellent Science (H2020 Priority Excellent Science)
- H2020/2014-2020 EC | EU Framework Programme for Research and Innovation H2020 | H2020 Excellent Science (H2020 Priority Excellent Science)
- H2020/2014-2020 EC | EU Framework Programme for Research and Innovation H2020 | H2020 Excellent Science (H2020 Priority Excellent Science)
- 092330/31 EC | European Regional Development Fund (Europski Fond za Regionalni Razvoj)
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Affiliation(s)
- Vanesa Richarte
- Department of Psychiatry, Mental Health and Addictions, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Cristina Sánchez-Mora
- Department of Psychiatry, Mental Health and Addictions, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Montserrat Corrales
- Department of Psychiatry, Mental Health and Addictions, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Christian Fadeuilhe
- Department of Psychiatry, Mental Health and Addictions, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Laura Vilar-Ribó
- Department of Psychiatry, Mental Health and Addictions, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Lorena Arribas
- Department of Psychiatry, Mental Health and Addictions, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Estela Garcia
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Silvia Karina Rosales-Ortiz
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
- Department of Biomedicine, University of Barcelona, Barcelona, Spain
| | - Alejandro Arias-Vasquez
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 6525 GA, Nijmegen, The Netherlands
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 6525 GA, Nijmegen, The Netherlands
| | - María Soler-Artigas
- Department of Psychiatry, Mental Health and Addictions, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
- Department of Genetics, Microbiology & Statistics, University of Barcelona, Barcelona, Spain
| | - Marta Ribasés
- Department of Psychiatry, Mental Health and Addictions, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain.
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain.
- Department of Genetics, Microbiology & Statistics, University of Barcelona, Barcelona, Spain.
| | - Josep Antoni Ramos-Quiroga
- Department of Psychiatry, Mental Health and Addictions, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain.
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain.
- Psychiatric Genetics Unit, Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain.
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Zhang W, Sun Z, Zhang Q, Sun Z, Su Y, Song J, Wang B, Gao R. Preliminary evidence for an influence of exposure to polycyclic aromatic hydrocarbons on the composition of the gut microbiota and neurodevelopment in three-year-old healthy children. BMC Pediatr 2021; 21:86. [PMID: 33596845 PMCID: PMC7888120 DOI: 10.1186/s12887-021-02539-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 02/04/2021] [Indexed: 12/23/2022] Open
Abstract
Background During the second and third year after birth the gut microbiota (GM) is subjected to important development. The polycyclic aromatic hydrocarbon (PAH) exposure could influence the GM in animal and early postnatal exposure is associated with neurodevelopment disorder in children. This study was designed to explore the possible influence of the polycyclic aromatic hydrocarbons (PAHs) on the composition of the gut microbiota (GM) and neurodevelopment in a sample of 38 healthy children at the age of 3 years. Methods A brief development (Gesell Development Inventory, GDI) and behavior test (Child Behavior Checklist, CBCL) were completed on 3-yr-olds and stool samples were collected for 16S rRNA V4-V5 sequencing. The PAH-DNA adduct in the umbilical cord blood and the urinary hydroxyl PAHs (OH-PAHs) at the age of 12 months were measured as pre- and postnatal PAH exposure, respectively. Results The most abundant two phyla were Bacteroidetes (68.6%) and Firmicutes (24.2%). The phyla Firmicutes, Actinobacteria, Proteobacteria, Tenericutes, and Lentisphaerae were positively correlated with most domain behaviors of the GDI, whereas the Bacteroidetes, Cyanobacteria, and Fusobacteria were negatively correlated. Correspondingly, the phyla Bacteroidetes, Actinobacteria, and Fusobacteria showed positive correlations with most CBCL core and broadband syndromes, whereas the Firmicutes, Verrucomicrobia, Synergistetes, Proteobacteria and Tenericules were negatively correlated. The OH-PAH levels were not significantly associated with the Firmicutes phylum whereas the Bacteroidetes, Bacteroidia, and Bacteroidales all showed significant negative association with the OH-PAH levels. Conclusion The current findings suggest that composition of the GM is associated with neurodevelopment of the child. PAHs seem to change the relative abundance of some taxa (some deleted and some recruited) to counteract the negative effects of the PAHs. Supplementary Information The online version contains supplementary material available at 10.1186/s12887-021-02539-w.
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Affiliation(s)
- Wei Zhang
- Department of Nutrition and Food Hygiene, School of Public Health, Qingdao University, Qingdao, China
| | - Zhongqing Sun
- Department of Food Hygiene, Qingdao Municipality Center for Disease Control and Prevention, Qingdao Institute of Preventive Medicine, Qingdao, 266033, China
| | - Qian Zhang
- Department of Child Health Care, Huangdao Maternity and Child Health Care Hospital of Qingdao, Qingdao, 266033, China
| | - Zhitao Sun
- Department of Environmental Health, Qingdao Municipality Center for Disease Control and Prevention, Qingdao Institute of Preventive Medicine, Qingdao, 266033, China
| | - Ya Su
- Department of Environmental Health, Qingdao Municipality Center for Disease Control and Prevention, Qingdao Institute of Preventive Medicine, Qingdao, 266033, China
| | - Jiahui Song
- Department of Nutrition and Food Hygiene, School of Public Health, Qingdao University, Qingdao, China
| | - Bingling Wang
- Department of Environmental Health, Qingdao Municipality Center for Disease Control and Prevention, Qingdao Institute of Preventive Medicine, Qingdao, 266033, China.
| | - Ruqin Gao
- Department of Environmental Health, Qingdao Municipality Center for Disease Control and Prevention, Qingdao Institute of Preventive Medicine, Qingdao, 266033, China.
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20
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Martino D, Johnson I, Leckman JF. What Does Immunology Have to Do With Normal Brain Development and the Pathophysiology Underlying Tourette Syndrome and Related Neuropsychiatric Disorders? Front Neurol 2020; 11:567407. [PMID: 33041996 PMCID: PMC7525089 DOI: 10.3389/fneur.2020.567407] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 08/20/2020] [Indexed: 12/20/2022] Open
Abstract
Objective: The goal of this article is to review the past decade's literature and provide a critical commentary on the involvement of immunological mechanisms in normal brain development, as well as its role in the pathophysiology of Tourette syndrome, other Chronic tic disorders (CTD), and related neuropsychiatric disorders including Obsessive-compulsive disorder (OCD) and Attention deficit hyperactivity disorder (ADHD). Methods: We conducted a literature search using the Medline/PubMed and EMBASE electronic databases to locate relevant articles and abstracts published between 2009 and 2020, using a comprehensive list of search terms related to immune mechanisms and the diseases of interest, including both clinical and animal model studies. Results: The cellular and molecular processes that constitute our "immune system" are crucial to normal brain development and the formation and maintenance of neural circuits. It is also increasingly evident that innate and adaptive systemic immune pathways, as well as neuroinflammatory mechanisms, play an important role in the pathobiology of at least a subset of individuals with Tourette syndrome and related neuropsychiatric disorders In the conceptual framework of the holobiont theory, emerging evidence points also to the importance of the "microbiota-gut-brain axis" in the pathobiology of these neurodevelopmental disorders. Conclusions: Neural development is an enormously complex and dynamic process. Immunological pathways are implicated in several early neurodevelopmental processes including the formation and refinement of neural circuits. Hyper-reactivity of systemic immune pathways and neuroinflammation may contribute to the natural fluctuations of the core behavioral features of CTD, OCD, and ADHD. There is still limited knowledge of the efficacy of direct and indirect (i.e., through environmental modifications) immune-modulatory interventions in the treatment of these disorders. Future research also needs to focus on the key molecular pathways through which dysbiosis of different tissue microbiota influence neuroimmune interactions in these disorders, and how microbiota modification could modify their natural history. It is also possible that valid biomarkers will emerge that will guide a more personalized approach to the treatment of these disorders.
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Affiliation(s)
- Davide Martino
- Department of Clinical Neurosciences & Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Isaac Johnson
- Child Study Center, Yale University, New Haven, CT, United States
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
| | - James F. Leckman
- Child Study Center, Yale University, New Haven, CT, United States
- Departments of Psychiatry, Pediatrics and Psychology, Yale University, New Haven, CT, United States
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21
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Bundgaard-Nielsen C, Knudsen J, Leutscher PDC, Lauritsen MB, Nyegaard M, Hagstrøm S, Sørensen S. Gut microbiota profiles of autism spectrum disorder and attention deficit/hyperactivity disorder: A systematic literature review. Gut Microbes 2020; 11:1172-1187. [PMID: 32329656 PMCID: PMC7524304 DOI: 10.1080/19490976.2020.1748258] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Accumulating evidence has implicated an involvement of the gut-brain axis in autism spectrum disorder (ASD) and attention-deficit hyperactivity disorder (ADHD), however with highly diverse results. This systematic review aims to describe and evaluate studies investigating the gut microbiota composition in individuals with ASD or ADHD and to evaluate if variations in gut microbiota are associated with these disorders. Twenty-four articles were identified in a systematic literature search of PubMed and Embase up to July 22, 2019. They consisted of 20 studies investigating ASD and four studies investigating ADHD. For ASD, several studies agreed on an overall difference in β-diversity, although no consistent bacterial variation between all studies was reported. For ADHD, the results were more diverse, with no clear differences observed. Several common characteristics in gut microbiota function were identified for ASD compared to controls. In contrast, highly heterogeneous results were reported for ADHD, and thus the association between gut microbiota composition and ADHD remains unclear. For both disorders, methodological differences hampered the comparison of studies.
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Affiliation(s)
- Caspar Bundgaard-Nielsen
- Centre for Clinical Research, North Denmark Regional Hospital, Aalborg, Denmark,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark,CONTACT Caspar Bundgaard-Nielsen Centre for Clinical Research North Denmark Regional Hospital and Department of Clinical Medicine, Aalborg University, Aalborg, Denmark Bispensgade 37, 9800 Hjoerring, Denmark
| | - Julie Knudsen
- Centre for Clinical Research, North Denmark Regional Hospital, Aalborg, Denmark,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Peter D. C. Leutscher
- Centre for Clinical Research, North Denmark Regional Hospital, Aalborg, Denmark,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Marlene B. Lauritsen
- Research Unit for Child and Adolescent Psychiatry, Aalborg University Hospital, Aalborg, Denmark
| | - Mette Nyegaard
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Søren Hagstrøm
- Centre for Clinical Research, North Denmark Regional Hospital, Aalborg, Denmark,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark,Department of Pediatrics, Aalborg University Hospital, Aalborg, Denmark
| | - Suzette Sørensen
- Centre for Clinical Research, North Denmark Regional Hospital, Aalborg, Denmark,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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Doyle FL, Mendoza Diaz A, Eapen V, Frick PJ, Kimonis ER, Hawes DJ, Moul C, Richmond JL, Mehta D, Sareen S, Morgan BG, Dadds MR. Mapping the Specific Pathways to Early-Onset Mental Health Disorders: The "Watch Me Grow for REAL" Study Protocol. Front Psychiatry 2020; 11:553. [PMID: 32636770 PMCID: PMC7319093 DOI: 10.3389/fpsyt.2020.00553] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 05/29/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND From birth, the human propensity to selectively attend and respond to critical super-stimuli forms the basis of future socio-emotional development and health. In particular, the first super-stimuli to preferentially engage and elicit responses in the healthy newborn are the physical touch, voice and face/eyes of caregivers. From this grows selective attention and responsiveness to emotional expression, scaffolding the development of empathy, social cognition, and other higher human capacities. In this paper, the protocol for a longitudinal, prospective birth-cohort study is presented. The major aim of this study is to map the emergence of individual differences and disturbances in the system of social-Responsiveness, Emotional Attention, and Learning (REAL) through the first 3 years of life to predict the specific emergence of the major childhood mental health problems, as well as social adjustment and impairment more generally. A further aim of this study is to examine how the REAL variables interact with the quality of environment/caregiver interactions. METHODS/DESIGN A prospective, longitudinal birth-cohort study will be conducted. Data will be collected from four assessments and mothers' electronic medical records. DISCUSSION This study will be the first to test a clear developmental map of both the unique and specific causes of childhood psychopathology and will identify more precise early intervention targets for children with complex comorbid conditions.
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Affiliation(s)
- Frances L. Doyle
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Antonio Mendoza Diaz
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Valsamma Eapen
- Faculty of Medicine, School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Paul J. Frick
- Institute for Learning Sciences & Teacher Education, Australian Catholic University, Brisbane, QLD, Australia
- Department of Psychology, Louisiana State University, Baton Rouge, LA, United States
| | - Eva R. Kimonis
- Faculty of Science, School of Psychology, University of New South Wales, Sydney, NSW, Australia
| | - David J. Hawes
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Caroline Moul
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Jenny L. Richmond
- Faculty of Science, School of Psychology, University of New South Wales, Sydney, NSW, Australia
| | - Divya Mehta
- School of Psychology and Counselling, Faculty of Health, Queensland University of Technology, Brisbane, QLD, Australia
| | - Sinia Sareen
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Bronte G. Morgan
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Mark R. Dadds
- Faculty of Science, School of Psychology, University of Sydney, Sydney, NSW, Australia
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23
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Wan L, Ge WR, Zhang S, Sun YL, Wang B, Yang G. Case-Control Study of the Effects of Gut Microbiota Composition on Neurotransmitter Metabolic Pathways in Children With Attention Deficit Hyperactivity Disorder. Front Neurosci 2020; 14:127. [PMID: 32132899 PMCID: PMC7040164 DOI: 10.3389/fnins.2020.00127] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 01/31/2020] [Indexed: 01/08/2023] Open
Abstract
Background Attention-deficit/hyperactivity disorder (ADHD) is a neuropsychiatric condition that may be related to an imbalance of neural transmitters. The gut microbiota is the largest ecosystem in the human body, and the brain-gut axis theory proposes that the gut microbiome can affect brain function in multiple ways. The purpose of this study was to explore the gut microbiota in children with ADHD and assess the possible role of the gut microbiota in disease pathogenesis to open new avenues for ADHD treatment. Methods A case-control design was used. We enrolled 17 children aged 6-12 years with ADHD who were treated in the Pediatric Outpatient Department of the First Medical Center of the Chinese PLA General Hospital from January to June, 2019. Seventeen children aged 6-12 years were selected as the healthy control (HC) group. Fecal samples of cases and controls were analyzed by shotgun metagenomics sequencing. Alpha diversity and the differences in the relative abundances of bacteria were compared between the two groups. Functional annotations were performed for the microbiota genes and metabolic pathways were analyzed using the Kyoto Encyclopedia of Genes and Genomes (KEGG). Results There was no significant difference in the alpha diversity of gut microbiota between the ADHD and HC groups. Compared with HCs, Faecalibacterium and Veillonellaceae were significantly reduced in children with ADHD (P < 0.05), Odoribacter and Enterococcus were significantly increased [linear discriminant analysis (LDA) > 2]. At the species level, Faecalibacterium prausnitzii, Lachnospiraceae bacterium, and Ruminococcus gnavus were significantly reduced in the ADHD group (P < 0.05), while Bacteroides caccae, Odoribacter splanchnicus, Paraprevotella xylaniphila, and Veillonella parvula were increased (P < 0.05). Metabolic pathway analysis revealed significant between-group differences in the metabolic pathways of neurotransmitters (e.g., serotonin and dopamine) (P < 0.05). Conclusion Composition differences of gut microbiota in subjects with ADHD may contribute to brain-gut axis alterations and affect neurotransmitter levels, which could contribute to ADHD symptoms.
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Affiliation(s)
- Lin Wan
- The First Medical Center of the Chinese PLA General Hospital, Beijing, China
| | - Wen-Rong Ge
- Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Shan Zhang
- The First Medical Center of the Chinese PLA General Hospital, Beijing, China
| | - Yu-Lin Sun
- The First Medical Center of the Chinese PLA General Hospital, Beijing, China
| | - Bin Wang
- The First Medical Center of the Chinese PLA General Hospital, Beijing, China
| | - Guang Yang
- The First Medical Center of the Chinese PLA General Hospital, Beijing, China
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24
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Niu M, Li Q, Zhang J, Wen F, Dang W, Duan G, Li H, Ruan W, Yang P, Guan C, Tian H, Gao X, Zhang S, Yuan F, Han Y. Characterization of Intestinal Microbiota and Probiotics Treatment in Children With Autism Spectrum Disorders in China. Front Neurol 2019; 10:1084. [PMID: 31749754 PMCID: PMC6848227 DOI: 10.3389/fneur.2019.01084] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 09/26/2019] [Indexed: 12/13/2022] Open
Abstract
Background: Most previous studies have found that human intestinal microbiota affect the symptoms of autism spectrum disorder (ASD), especially gastrointestinal (GI) symptoms, but regarding this, there is limited data of non-western ethnicity. Probiotics can reconstitute the host intestinal microbiota and strengthen gastrointestinal function, however, clinical data proving the effect of probiotics treatment on ASD is lacking. Methods: This study explored the significant differences between ASD and neurotypical (NT), and the improvement of applied behavior analysis (ABA) training in combination with probiotics, vs. ABA training only. Results: We found significant differences between the ASD group and the NT group in the evenness of the intestinal microbiota and the relative abundance of the bacterial phyla and genus. At the phylum level, relative abundance of Bacteroidetes in the ASD group was significantly lower than in the NT group. At the genus level, the relative abundance of Bacteroides, Bifidobacterium, Ruminococcus, Roseburia, and Blautia in the ASD group was significantly lower than that in the NT group. After a 4-week ABA training program in combination with probiotics treatment, the ATEC and GI scores decreased more than the control group with ABA training only. Conclusion: Our findings suggest that intestinal microbiota is different between the NT children and the ASD children with or without GI problems. In combination with ABA training, probiotics treatment can bring more benefit to ASD children. Clinical trials with a more rigorous design and larger sample size are indispensable for further validation.
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Affiliation(s)
- Manman Niu
- Department of Pediatrics, Peking University First Hospital, Beijing, China.,Department of Pediatrics, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Qinrui Li
- Department of Pediatrics, Peking University First Hospital, Beijing, China.,Department of Pediatrics, Peking University People's Hospital, Beijing, China
| | - Jishui Zhang
- National Center for Children's Health, Beijing Children's Hospital, Capital Medical University, Beijing, China
| | - Fang Wen
- National Center for Children's Health, Beijing Children's Hospital, Capital Medical University, Beijing, China
| | - Weili Dang
- Children's Encephalopathy Diagnosis and Rehabilitation Center, The First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, China
| | - Guiqin Duan
- Center of Children Psychology and Behavior, Henan Maternal and Child Health Hospital, Zhengzhou, China
| | - Haifeng Li
- The Children's Hospital Zhejiang University School of Medicine, Hangzhou, China
| | - Wencong Ruan
- The Children's Hospital Zhejiang University School of Medicine, Hangzhou, China
| | - Pingri Yang
- The Children's Hospital Zhejiang University School of Medicine, Hangzhou, China
| | - Chunrong Guan
- Department of Pediatric Rehabilitation, Jiningshi Renchengqu Women's and Children's Health Care Hospital, Jining, China
| | - Huiling Tian
- Department of Pediatric Rehabilitation, Linyishi Women's and Children's Hospital, Linyi, China
| | - Xiaoqing Gao
- Department of Pediatric Rehabilitation, Linyishi Women's and Children's Hospital, Linyi, China
| | | | | | - Ying Han
- Department of Pediatrics, Peking University First Hospital, Beijing, China
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