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Cao Y, Zhang X, Zhang Q, Fan X, Zang T, Bai J, Wu Y, Zhou W, Liu Y. Prenatal Gut Microbiota Predicts Temperament in Offspring at 1-2 Years. Biol Res Nurs 2024:10998004241260894. [PMID: 38865156 DOI: 10.1177/10998004241260894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2024]
Abstract
The purpose of this study was to explore whether prenatal gut microbiota (GM) and its functions predict the development of offspring temperament. A total of 53 mothers with a 1-year-old child and 41 mothers with a 2-year-old child were included in this study using a mother-infant cohort from central China. Maternal fecal samples collected during the third trimester were analyzed using 16S rRNA V3-V4 gene sequences. Temperament of the child was measured by self-reported data according to the primary caregiver. The effects of GM in mothers on offspring's temperament were evaluated using multiple linear regression models. The results demonstrated that the alpha diversity index Simpson of prenatal GM was positively associated with the activity level of offspring at 1 year (adj. P = .036). Bifidobacterium was positively associated with high-intensity pleasure characteristics of offspring at 1 year (adj. P = .031). Comparatively, the presence of Bifidobacterium found in the prenatal microbiome was associated with low-intensity pleasure characteristics in offspring at 2 years (adj. P = .031). There were many significant associations noted among the functional pathways of prenatal GM and temperament of offspring at 2 years. Our findings support the maternal-fetal GM axis in the setting of fetal-placental development with subsequent postnatal neurocognitive developmental outcomes, and suggest that early childhood temperament is in part associated with specific GM in the prenatal setting.
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Affiliation(s)
- Yanan Cao
- Center for Women's and Children's Health, Wuhan University School of Nursing, Wuhan, China
| | - Xu Zhang
- Wuhan University School of Nursing, Wuhan, China
| | - Qianping Zhang
- Center for Women's and Children's Health, Wuhan University School of Nursing, Wuhan, China
| | - Xiaoxiao Fan
- Center for Women's and Children's Health, Wuhan University School of Nursing, Wuhan, China
| | - Tianzi Zang
- Center for Women's and Children's Health, Wuhan University School of Nursing, Wuhan, China
| | - Jinbing Bai
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, USA
| | - Yuanyuan Wu
- Department of Nursing, Suizhou Hospital, Hubei University of Medicine, Suizhou, China
| | - Wenjie Zhou
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yanqun Liu
- Center for Women's and Children's Health, Wuhan University School of Nursing, Wuhan, China
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Browning BD, Kirkland AE, Green R, Liu H, Glover JS, Ticer TD, Engevik MA, Alekseyenko AV, Ferguson PL, Tomko RL, Squeglia LM. Adolescent alcohol use is associated with differences in the diversity and composition of the oral microbiome. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024; 48:1025-1035. [PMID: 38631877 PMCID: PMC11178446 DOI: 10.1111/acer.15331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 03/22/2024] [Accepted: 04/03/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND Adolescence is a sensitive stage of oral microbial development that often coincides with the initiation and escalation of alcohol use. Thus, adolescents may be particularly susceptible to alcohol-induced alterations in the oral microbiome, though minimal research has been done in this area. Understanding the connection between the oral microbiome and alcohol use during adolescence is important to understand fully the biological consequences of alcohol use to mitigate potential adverse outcomes. METHODS Saliva samples were collected from adolescents aged 17-19 who used alcohol heavily (n = 21, 52.4% female) and those who did not use alcohol or any other substances (n = 18, 44.4% female). We utilized 16S rRNA sequencing to examine differences in microbial diversity and composition between the groups. RESULTS For alpha diversity, evenness was significantly lower in the drinking group than the control group as indicated by Pielou's evenness, Shannon, and Simpson indices. There were no statistically significant findings for beta diversity. Differential abundance analyses revealed higher abundances of Rothia and Corynebacterium in the alcohol-using group using both centered-log-ratio and relative abundance normalization. These genera are known for their high capacity to convert alcohol into acetaldehyde, a toxic metabolite reported to play a role in the neurobiological effects of alcohol. An unclassified Clostridia UCG-014, Streptobacillus, Comamonas, unclassified Lachnospiraceae, and Parvimonas were also identified as significantly different between groups when using only one of the normalization techniques. CONCLUSIONS This is the first study designed specifically to compare the oral microbiome of adolescents who use alcohol with that of control participants. Our findings reveal distinct alcohol-related differences in microbial composition and taxon abundance, emphasizing the importance of understanding the impact on the oral microbiome of alcohol use during adolescence. Because the oral microbiome is malleable, this study provides foundational work for future prevention and intervention studies.
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Affiliation(s)
- Brittney D. Browning
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
- Department of Neuroscience, Medical University of South Carolina, Charleston, SC, USA
| | - Anna E. Kirkland
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Rejoyce Green
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Helen Liu
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Janiece S. Glover
- Department of Regenerative Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Taylor D. Ticer
- Department of Regenerative Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Mindy A. Engevik
- Department of Regenerative Medicine, Medical University of South Carolina, Charleston, SC, USA
| | | | - Pamela L. Ferguson
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Rachel L. Tomko
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Lindsay M. Squeglia
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
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Sgro M, Kodila ZN, Li C, Carmichael I, Warren S, Reichelt AC, Yamakawa GR, Mychasiuk R. Microbiome depletion prior to repeat mild TBI differentially alters social deficits and prefrontal cortex plasticity in adolescent and adult rats. iScience 2024; 27:109395. [PMID: 38510122 PMCID: PMC10952042 DOI: 10.1016/j.isci.2024.109395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 11/21/2023] [Accepted: 02/28/2024] [Indexed: 03/22/2024] Open
Abstract
Although aging, repeat mild traumatic brain injury (RmTBI), and microbiome modifications independently change social behavior, there has been no investigation into their cumulative effects on social behavior and neuroplasticity within the prefrontal cortex. Therefore, we examined how microbiome depletion prior to RmTBI affected social behavior and neuroplasticity in adolescent and adult rats. Play, temperament analysis, elevated plus maze, and the hot/cold plate assessed socio-emotional function. Analyses of perineuronal nets (PNNs) and parvalbumin (PV) interneurons was completed. Social-emotional deficits were more pronounced in adults, with microbiome depletion attenuating social behavior deficits associated with RmTBI in both age groups. Microbiome depletion increased branch length and PNN arborization within the PFC but decreased the overall number of PNNs. Adults and males were more vulnerable to RmTBI. Interestingly, microbiome depletion may have attenuated the changes to neuroplasticity and subsequent social deficits, suggesting that the microbiome is a viable, but age-specific, target for RmTBI therapeutics.
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Affiliation(s)
- Marissa Sgro
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Zoe N. Kodila
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Crystal Li
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Irena Carmichael
- Monash Micro Imaging, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Samantha Warren
- Monash Micro Imaging, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Amy C. Reichelt
- School of Biomedicine, University of Adelaide, Adelaide, SA 5005, Australia
| | - Glenn R. Yamakawa
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Richelle Mychasiuk
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
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Scheible K, Beblavy R, Sohn MB, Qui X, Gill AL, Narvaez-Miranda J, Brunner J, Miller RK, Barrett ES, O’Connor TG, Gill SR. Affective Symptoms in Pregnancy are Associated with the Vaginal Microbiome. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.12.589254. [PMID: 38645042 PMCID: PMC11030453 DOI: 10.1101/2024.04.12.589254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Composition of the vaginal microbiome in pregnancy is associated with adverse maternal, obstetric, and child health outcomes. Identifying the sources of individual differences in the vaginal microbiome is therefore of considerable clinical and public health interest. The current study tested the hypothesis that vaginal microbiome composition during pregnancy is associated with an individual's experience of affective symptoms and stress exposure. Data were based on a prospective longitudinal study of a diverse and medically healthy community sample of 275 mother-infant pairs. Affective symptoms and stress exposure and select measures of associated biomarkers (diurnal salivary cortisol, serum measures of sex hormones) were collected at each trimester; self-report, clinical, and medical records were used to collect detailed data on socio-demographic factors and health behavior, including diet and sleep. Vaginal microbiome samples were collected in the third trimester (34-40 weeks) and characterized by 16S rRNA sequencing. Identified taxa were clustered into three community state types (CST1-3) based on dissimilarity of vaginal microbiota composition. Results indicate that depressive symptoms during pregnancy were reliably associated with individual taxa and CST3 in the third trimester. Prediction of functional potential from 16S taxonomy revealed a differential abundance of metabolic pathways in CST1-3 and individual taxa, including biosynthetic pathways for the neuroactive metabolites, serotonin and dopamine. With the exception of bioavailable testosterone, no significant associations were found between symptoms- and stress-related biomarkers and CSTs. Our results provide further evidence of how prenatal psychological distress during pregnancy alters the maternal-fetal microbiome ecosystem that may be important for understanding maternal and child health outcomes.
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Affiliation(s)
- Kristin Scheible
- Department of Microbiology and Immunology, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
- Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Robert Beblavy
- Department of Biostatistics and Computational Biology, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Michael B. Sohn
- Department of Biostatistics and Computational Biology, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Xing Qui
- Department of Biostatistics and Computational Biology, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Ann L. Gill
- Department of Microbiology and Immunology, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Janiret Narvaez-Miranda
- Department of Microbiology and Immunology, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Jessica Brunner
- Department of Obstetrics and Gynecology, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Richard K. Miller
- Department of Obstetrics and Gynecology, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Emily S. Barrett
- Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey, USA
- Environmental and Occupational Health Sciences Institute, Rutgers University, Piscataway, New Jersey, USA
| | - Tom G. O’Connor
- Department of Psychiatry, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
- Department of Neuroscience, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
- Wynne Center for Family Research, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Steven R. Gill
- Department of Microbiology and Immunology, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
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Wiley KS, Gregg AM, Fox MM, Lagishetty V, Sandman CA, Jacobs JP, Glynn LM. Contact with caregivers is associated with composition of the infant gastrointestinal microbiome in the first 6 months of life. AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY 2024; 183:e24858. [PMID: 37804008 PMCID: PMC10922139 DOI: 10.1002/ajpa.24858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 08/18/2023] [Accepted: 09/24/2023] [Indexed: 10/08/2023]
Abstract
OBJECTIVES Little is known about how physical contact at birth and early caregiving environments influence the colonization of the infant gastrointestinal microbiome. We investigated how infant contact with caregivers at birth and within the first 2 weeks of life relates to the composition of the gastrointestinal microbiome in a sample of U.S. infants (n = 60). METHODS Skin-to-skin and physical contact with caregivers at birth and early caregiving environments were surveyed at 2 weeks postpartum. Stool samples were collected from infants at 2 weeks, 2, 6, and 12 months of age and underwent 16S rRNA sequencing as a proxy for the gastrointestinal microbiome. Associations between early caregiving environments and alpha and beta diversity, and differential abundance of bacteria at the genus level were assessed using PERMANOVA, and negative binomial mixed models in DEseq2. RESULTS Time in physical contact with caregivers explained 10% of variation in beta diversity at 2 weeks' age. The number of caregivers in the first few weeks of life explained 9% of variation in beta diversity at 2 weeks and the number of individuals in physical contact at birth explained 11% of variation in beta diversity at 6 months. Skin-to-skin contact on the day of birth was positively associated with the abundance of eight genera. Infants held for by more individuals had greater abundance of eight genera. DISCUSSION Results reveal a potential mechanism (skin-to-skin and physical contact) by which caregivers influence the infant gastrointestinal microbiome. Our findings contribute to work exploring the social transmission of microbes.
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Affiliation(s)
- Kyle S Wiley
- Department of Anthropology, UCLA, Los Angeles, California, USA
- Department of Psychiatry & Biobehavioral Sciences, UCLA, Los Angeles, California, USA
| | - Andrew M Gregg
- The Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Molly M Fox
- Department of Anthropology, UCLA, Los Angeles, California, USA
- Department of Psychiatry & Biobehavioral Sciences, UCLA, Los Angeles, California, USA
| | - Venu Lagishetty
- The Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- UCLA Microbiome Center, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- Division of Gastroenterology, Hepatology and Parenteral Nutrition, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Curt A Sandman
- Department of Psychiatry and Human Behavior, UC Irvine, Irvine, California, USA
| | - Jonathan P Jacobs
- The Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- UCLA Microbiome Center, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- Division of Gastroenterology, Hepatology and Parenteral Nutrition, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Laura M Glynn
- Department of Psychology, Chapman University, Orange, California, USA
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6
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Yang R, Wang H, Chen D, Cai Q, Zhu J, Yuan S, Wang F, Xu X. The effect of in-hospital breast milk intake on the gut microbiota of preterm infants. Clin Nutr ESPEN 2024; 60:146-155. [PMID: 38479903 DOI: 10.1016/j.clnesp.2024.01.020] [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: 10/07/2023] [Revised: 01/11/2024] [Accepted: 01/22/2024] [Indexed: 04/13/2024]
Abstract
OBJECTIVE The aim of this study was to explore the effect of in-hospital breast milk intake on the development of early gut microbiota in preterm infants in two dimensions: longitudinal over time and cross-sectional between groups. METHODS Researchers collected preterm infants' general data baseline characteristics, recorded their daily breast milk intake, probiotics, and antibiotics use, and collected their stool specimens at 1st week, 2 nd week, 3rd week and 4th week after birth. The researchers analyzed the effect of breast milk on gut microbiota of preterm infants by bioinformatics methods of intra-group longitudinal variation of gut microbiota structure and diversity in preterm infants and cross-sectional differences between >70 % in-hospital breast milk intake (BM) group and ≤70 % (PF) group. RESULTS A total of 60 preterm infants were included in this study, and a total of 213 stool specimens were retained. BM had statistically different Shannon and Simpson indices between the first and fourth week after admission (P < 0.05), both of them showed a lower diversity in the later week than in the previous week. The Shannon index and Simpson index of BM from week 3 onwards were statistically different from PF (P < 0.05), and the Shannon index and Simpson index of BM were lower than those of PF. Significantly statistical differences (P < 0.05) were found in the beta diversity of gut microbiota in preterm infants as time progressed, and both showed a lower beta diversity in the later week than in the preceding week. The dominant taxa of PF in the first postnatal week were Bifidobacterium animalis, etc., the dominant taxa of BM in the third postnatal week were Clostridium_sensu_stricto _1, etc. CONCLUSIONS: The development and evolution of gut microbiota in preterm infants' in-hospital period was a continuous, non-random process, and similar trends in species composition and changes in gut microbes emerged in preterm infants with different ratio of breast milk intake. In the NICU setting, alpha diversity was lower in preterm infants in the >70 % breast milk intake group than in the ≤70 % group when compared between groups at the same time, which may be related to delayed maturation of gut microbes and represents a more developmental gut time window.
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Affiliation(s)
- Rui Yang
- School of Nursing, Capital Medical University, Beijing, China
| | - Hua Wang
- Women's Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Danqi Chen
- Women's Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Qian Cai
- Women's Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Jiajun Zhu
- Women's Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Shuiqin Yuan
- Women's Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Fang Wang
- Women's Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.
| | - Xinfen Xu
- Women's Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.
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van de Wouw M, Wang Y, Workentine ML, Vaghef-Mehrabani E, Barth D, Mercer EM, Dewey D, Arrieta MC, Reimer RA, Tomfohr-Madsen L, Giesbrecht GF. Cluster-specific associations between the gut microbiota and behavioral outcomes in preschool-aged children. MICROBIOME 2024; 12:60. [PMID: 38515179 PMCID: PMC10956200 DOI: 10.1186/s40168-024-01773-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 01/31/2024] [Indexed: 03/23/2024]
Abstract
BACKGROUND The gut microbiota is recognized as a regulator of brain development and behavioral outcomes during childhood. Nonetheless, associations between the gut microbiota and behavior are often inconsistent among studies in humans, perhaps because many host-microbe relationships vary widely between individuals. This study aims to stratify children based on their gut microbiota composition (i.e., clusters) and to identify novel gut microbiome cluster-specific associations between the stool metabolomic pathways and child behavioral outcomes. METHODS Stool samples were collected from a community sample of 248 typically developing children (3-5 years). The gut microbiota was analyzed using 16S sequencing while LC-MS/MS was used for untargeted metabolomics. Parent-reported behavioral outcomes (i.e., Adaptive Skills, Internalizing, Externalizing, Behavioral Symptoms, Developmental Social Disorders) were assessed using the Behavior Assessment System for Children (BASC-2). Children were grouped based on their gut microbiota composition using the Dirichlet multinomial method, after which differences in the metabolome and behavioral outcomes were investigated. RESULTS Four different gut microbiota clusters were identified, where the cluster enriched in both Bacteroides and Bifidobacterium (Ba2) had the most distinct stool metabolome. The cluster characterized by high Bifidobacterium abundance (Bif), as well as cluster Ba2, were associated with lower Adaptive Skill scores and its subcomponent Social Skills. Cluster Ba2 also had significantly lower stool histidine to urocanate turnover, which in turn was associated with lower Social Skill scores in a cluster-dependent manner. Finally, cluster Ba2 had increased levels of compounds involved in Galactose metabolism (i.e., stachyose, raffinose, alpha-D-glucose), where alpha-D-glucose was associated with the Adaptive Skill subcomponent Daily Living scores (i.e., ability to perform basic everyday tasks) in a cluster-dependent manner. CONCLUSIONS These data show novel associations between the gut microbiota, its metabolites, and behavioral outcomes in typically developing preschool-aged children. Our results support the concept that cluster-based groupings could be used to develop more personalized interventions to support child behavioral outcomes. Video Abstract.
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Affiliation(s)
- Marcel van de Wouw
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada
| | - Yanan Wang
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada
- Microbiomes for One Systems Health, Health & Biosecurity, CSIRO, Adelaide, SA, Australia
| | - Matthew L Workentine
- Faculty of Veterinary Medicine, UCVM Bioinformatics, University of Calgary, Calgary, Alberta, Canada
| | - Elnaz Vaghef-Mehrabani
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute (ACHRI), University of Calgary, Calgary, Alberta, Canada
| | - Delaney Barth
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada
| | - Emily M Mercer
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada
- Department of Physiology and Pharmacology, University of Calgary, Calgary, AB, Canada
- International Microbiome Centre, University of Calgary, Calgary, Alberta, Canada
| | - Deborah Dewey
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute (ACHRI), University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute (HBI), University of Calgary, Calgary, Alberta, Canada
| | - Marie-Claire Arrieta
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada
- Department of Physiology and Pharmacology, University of Calgary, Calgary, AB, Canada
- International Microbiome Centre, University of Calgary, Calgary, Alberta, Canada
| | - Raylene A Reimer
- Alberta Children's Hospital Research Institute (ACHRI), University of Calgary, Calgary, Alberta, Canada
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Lianne Tomfohr-Madsen
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute (ACHRI), University of Calgary, Calgary, Alberta, Canada
- Faculty of Education, University of British Columbia, Vancouver, British Columbia, Canada
| | - Gerald F Giesbrecht
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada.
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada.
- Alberta Children's Hospital Research Institute (ACHRI), University of Calgary, Calgary, Alberta, Canada.
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.
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Caputi V, Hill L, Figueiredo M, Popov J, Hartung E, Margolis KG, Baskaran K, Joharapurkar P, Moshkovich M, Pai N. Functional contribution of the intestinal microbiome in autism spectrum disorder, attention deficit hyperactivity disorder, and Rett syndrome: a systematic review of pediatric and adult studies. Front Neurosci 2024; 18:1341656. [PMID: 38516317 PMCID: PMC10954784 DOI: 10.3389/fnins.2024.1341656] [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: 11/20/2023] [Accepted: 02/02/2024] [Indexed: 03/23/2024] Open
Abstract
Introduction Critical phases of neurodevelopment and gut microbiota diversification occur in early life and both processes are impacted by genetic and environmental factors. Recent studies have shown the presence of gut microbiota alterations in neurodevelopmental disorders. Here we performed a systematic review of alterations of the intestinal microbiota composition and function in pediatric and adult patients affected by autism spectrum disorder (ASD), attention-deficit/hyperactivity disorder (ADHD), and Rett syndrome (RETT). Methods We searched selected keywords in the online databases of PubMed, Cochrane, and OVID (January 1980 to December 2021) with secondary review of references of eligible articles. Two reviewers independently performed critical appraisals on the included articles using the Critical Appraisal Skills Program for each study design. Results Our systematic review identified 18, 7, and 3 original articles describing intestinal microbiota profiles in ASD, ADHD, and RETT, respectively. Decreased Firmicutes and increased Bacteroidetes were observed in the gut microbiota of individuals affected by ASD and ADHD. Proinflammatory cytokines, short-chain fatty acids and neurotransmitter levels were altered in ASD and RETT. Constipation and visceral pain were related to changes in the gut microbiota in patients affected by ASD and RETT. Hyperactivity and impulsivity were negatively correlated with Faecalibacterium (phylum Firmicutes) and positively correlated with Bacteroides sp. (phylum Bacteroidetes) in ADHD subjects. Five studies explored microbiota-or diet-targeted interventions in ASD and ADHD. Probiotic treatments with Lactobacillus sp. and fecal microbiota transplantation from healthy donors reduced constipation and ameliorated ASD symptoms in affected children. Perinatal administration of Lactobacillus sp. prevented the onset of Asperger and ADHD symptoms in adolescence. Micronutrient supplementation improved disease symptomatology in ADHD without causing significant changes in microbiota communities' composition. Discussion Several discrepancies were found among the included studies, primarily due to sample size, variations in dietary practices, and a high prevalence of functional gastrointestinal symptoms. Further studies employing longitudinal study designs, larger sample sizes and multi-omics technologies are warranted to identify the functional contribution of the intestinal microbiota in developmental trajectories of the human brain and neurobehavior. Systematic review registration https://clinicaltrials.gov/, CRD42020158734.
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Affiliation(s)
- Valentina Caputi
- Poultry Production and Product Safety Research Unit, Agricultural Research Service, United States Department of Agriculture, Fayetteville, AR, United States
| | - Lee Hill
- Department of Pediatrics, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
- Department of Pediatrics, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Melanie Figueiredo
- Department of Pediatrics, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Jelena Popov
- Department of Pediatrics, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
- Harvard Medical School, Boston, MA, United States
- Boston Children’s Hospital, Boston, MA, United States
| | - Emily Hartung
- Department of Pediatrics, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
- Department of Biochemistry and Biomedical Sciences, Faculty of Science, McMaster University, Hamilton, ON, Canada
| | - Kara Gross Margolis
- Department of Pediatrics, New York University Grossman School of Medicine, New York, NY, United States
- New York University Pain Research Center, New York, NY, United States
- New York University College of Dentistry, New York, NY, United States
| | - Kanish Baskaran
- Department of Pediatrics, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Papiha Joharapurkar
- Department of Pediatrics, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Michal Moshkovich
- Department of Pediatrics, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Nikhil Pai
- Department of Pediatrics, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
- Division of Gastroenterology, Hepatology and Nutrition, McMaster Children’s Hospital, Hamilton, ON, Canada
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
- Division of Gastroenterology, Hepatology, and Nutrition, the Children’s Hospital of Philadelphia, Philadelphia, PA, United States
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9
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Ou Y, Belzer C, Smidt H, de Weerth C. Development of the gut microbiota in the first 14 years of life and its relations to internalizing and externalizing difficulties and social anxiety during puberty. Eur Child Adolesc Psychiatry 2024; 33:847-860. [PMID: 37071196 PMCID: PMC10894087 DOI: 10.1007/s00787-023-02205-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 04/03/2023] [Indexed: 04/19/2023]
Abstract
Relations between the gut microbiota and host mental health have been suggested by a growing number of case-control and cross-sectional studies, while supporting evidence is limited in large community samples followed during an extended period. Therefore, the current preregistered study ( https://osf.io/8ymav , September 7, 2022) described child gut microbiota development in the first 14 years of life and explored its relations to internalizing and externalizing difficulties and social anxiety in puberty, a period of high relevance for the development of mental health problems. Fecal microbiota composition was analysed by 16S ribosomal RNA gene amplicon sequencing in a total of 1003 samples from 193 children. Through a clustering method, four distinct microbial clusters were newly identified in puberty. Most children within three of these clusters remained in the same clusters from the age of 12 to 14 years, suggesting stability in microbial development and transition during this period. These three clusters were compositionally similar to enterotypes (i.e., a robust classification of the gut microbiota based on its composition across different populations) enriched in Bacteroides, Prevotella, and Ruminococcus, respectively. Two Prevotella 9-predominated clusters, including one reported by us earlier in middle childhood and the other one in puberty, were associated with more externalizing behavior at age 14. One Faecalibacterium-depleted pubertal cluster was related to more social anxiety at age 14. This finding was confirmed by a negative cross-sectional relation between Faecalibacterium and social anxiety in the 14-year-olds. The findings of this study continue to map gut microbiota development in a relatively large community sample followed from birth onwards, importantly extending our knowledge to puberty. Results indicate that Prevotella 9 and Faecalibacterium may be relevant microbial taxa in relation to externalizing behavior and social anxiety, respectively. These correlational findings need validations from other similar cohort studies, as well as well-designed mechanistic pre-clinical investigations before inferring cause and effect.
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Affiliation(s)
- Yangwenshan Ou
- Laboratory of Microbiology, Wageningen University and Research, P.O. Box 8033, 6700 EH, Wageningen, The Netherlands.
- Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, Radboud University Medical Center, P.O. Box 9010, 6500 GL, Nijmegen, The Netherlands.
| | - Clara Belzer
- Laboratory of Microbiology, Wageningen University and Research, P.O. Box 8033, 6700 EH, Wageningen, The Netherlands
| | - Hauke Smidt
- Laboratory of Microbiology, Wageningen University and Research, P.O. Box 8033, 6700 EH, Wageningen, The Netherlands
| | - Carolina de Weerth
- Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, Radboud University Medical Center, P.O. Box 9010, 6500 GL, Nijmegen, The Netherlands
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10
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Kazemian N, Zhou T, Chalasani N, Narayan A, Cedeño Laurent JG, Olvera Alvarez HA, Pakpour S. Long-Term Impact of Childhood Adversity on the Gut Microbiome of Nursing Students. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:68. [PMID: 38248533 PMCID: PMC10815413 DOI: 10.3390/ijerph21010068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 12/29/2023] [Accepted: 01/05/2024] [Indexed: 01/23/2024]
Abstract
Adverse childhood experiences (ACEs) encompass negative, stressful, and potentially traumatic events during childhood, impacting physical and mental health outcomes in adulthood. Limited studies suggest ACEs can have short-term effects on children's gut microbiomes and adult cognitive performance under stress. Nevertheless, the long-term effects of ACEs experienced during adulthood remain unexplored. Thus, this study aimed to assess the long-term effects of ACEs on the gut microbiota of adult nursing students. We employed a multidimensional approach, combining 16S rRNA sequencing, bioinformatics tools, and machine learning to predict functional capabilities. High-ACE individuals had an increased abundance of Butyricimonas spp. and Prevotella spp. and decreased levels of Clostridiales, and Lachnospira spp. Prevotella abundance correlated negatively with L-glutamate and L-glutamine biosynthesis, potentially impacting intestinal tissue integrity. While nursing students with high ACE reported increased depression, evidence for a direct gut microbiota-depression relationship was inconclusive. High-ACE individuals also experienced a higher prevalence of diarrhea. These findings highlight the long-lasting impact of ACEs on the gut microbiota and its functions in adulthood, particularly among nursing students. Further research is warranted to develop targeted interventions and strategies for healthcare professionals, optimizing overall health outcomes.
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Affiliation(s)
- Negin Kazemian
- School of Engineering, University of British Columbia, Kelowna, BC V1V 1V7, Canada;
| | - Tony Zhou
- Department of Computer Science, University of British Columbia, Kelowna, BC V1V 1V7, Canada; (T.Z.); (N.C.); (A.N.)
| | - Naveen Chalasani
- Department of Computer Science, University of British Columbia, Kelowna, BC V1V 1V7, Canada; (T.Z.); (N.C.); (A.N.)
| | - Apurva Narayan
- Department of Computer Science, University of British Columbia, Kelowna, BC V1V 1V7, Canada; (T.Z.); (N.C.); (A.N.)
- Department of Computer Science, University of Western Ontario, 1151 Richmond St., London, ON N6A 3K7, Canada
- Department of Electrical and Computer Engineering, University of Western Ontario, 1151 Richmond St., London, ON N6A 3K7, Canada
| | - Jose Guillermo Cedeño Laurent
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA;
- Department of Environmental and Occupational Health and Justice, Rutgers School of Public Health, Piscataway, NJ 08854, USA
| | | | - Sepideh Pakpour
- School of Engineering, University of British Columbia, Kelowna, BC V1V 1V7, Canada;
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11
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Li L, Liu T, Shi Y. Treatment of preterm brain injury via gut-microbiota-metabolite-brain axis. CNS Neurosci Ther 2024; 30:e14556. [PMID: 38108213 PMCID: PMC10805406 DOI: 10.1111/cns.14556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 11/06/2023] [Accepted: 11/23/2023] [Indexed: 12/19/2023] Open
Abstract
BACKGROUND Brain injury in preterm infants potentially disrupts critical structural and functional connective networks in the brain. It is a major cause of neurological sequelae and developmental deficits in preterm infants. Interesting findings suggest that the gut microbiota (GM) and their metabolites contribute to the programming of the central nervous system (CNS) during developmental stages and may exert structural and functional effects throughout the lifespan. AIM To summarize the existing knowledge of the potential mechanisms related to immune, endocrine, neural, and blood-brain barrier (BBB) mediated by GM and its metabolites in neural development and function. METHODS We review the recent literature and included 150 articles to summarize the mechanisms through which GM and their metabolites work on the nervous system. Potential health benefits and challenges of relevant treatments are also discussed. RESULTS This review discusses the direct and indirect ways through which the GM may act on the nervous system. Treatment of preterm brain injury with GM or related derivatives, including probiotics, prebiotics, synbiotics, dietary interventions, and fecal transplants are also included. CONCLUSION This review summarizes mechanisms underlying microbiota-gut-brain axis and novel therapeutic opportunities for neurological sequelae in preterm infants. Optimizing the initial colonization and microbiota development in preterm infants may represent a novel therapy to promote brain development and reduce long-term sequelae.
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Affiliation(s)
- Ling Li
- Department of PediatricsShengjing Hospital of China Medical UniversityShenyangChina
| | - Tianjing Liu
- Department of PediatricsShengjing Hospital of China Medical UniversityShenyangChina
| | - Yongyan Shi
- Department of PediatricsShengjing Hospital of China Medical UniversityShenyangChina
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12
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Kiran NS, Yashaswini C, Chatterjee A. Noxious ramifications of cosmetic pollutants on gastrointestinal microbiome: A pathway to neurological disorders. Life Sci 2024; 336:122311. [PMID: 38043908 DOI: 10.1016/j.lfs.2023.122311] [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: 08/04/2023] [Revised: 11/10/2023] [Accepted: 11/24/2023] [Indexed: 12/05/2023]
Abstract
On exposure to cosmetic pollutants, gastrointestinal dysbiosis, which is characterised by a disturbance in the gut microbiota, has come into focus as a possible contributor to the occurrence of neurotoxic consequences. It is normal practice to use personal care products that include parabens, phthalates, sulphates, triclosans/triclocarbans and micro/nano plastics. These substances have been found in a variety of bodily fluids and tissues, demonstrating their systemic dispersion. Being exposed to these cosmetic pollutants has been linked in recent research to neurotoxicity, including cognitive decline and neurodevelopmental problems. A vital part of sustaining gut health and general well-being is the gut flora. Increased intestinal permeability, persistent inflammation, and impaired metabolism may result from disruption of the gut microbial environment, which may in turn contribute to neurotoxicity. The link between gastrointestinal dysbiosis and the neurotoxic effects brought on by cosmetic pollutants may be explained by a number of processes, primarily the gut-brain axis. For the purpose of creating preventative and therapeutic measures, it is crucial to comprehend the intricate interactions involving cosmetic pollutants, gastrointestinal dysbiosis, and neurotoxicity. This review provides an in-depth understanding of the various hazardous cosmetic pollutants and its potential role in the occurrence of neurological disorders via gastrointestinal dysbiosis, providing insights into various described and hypothetical mechanisms regarding the complex toxic effects of these industrial pollutants.
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Affiliation(s)
- Neelakanta Sarvashiva Kiran
- Department of Biotechnology, School of Applied Sciences, REVA University, Kattigenahalli, Yelahanka, Bangalore, Karnataka 560064, India
| | - Chandrashekar Yashaswini
- Department of Biotechnology, School of Applied Sciences, REVA University, Kattigenahalli, Yelahanka, Bangalore, Karnataka 560064, India
| | - Ankita Chatterjee
- Department of Biotechnology, School of Applied Sciences, REVA University, Kattigenahalli, Yelahanka, Bangalore, Karnataka 560064, India.
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13
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Bonham KS, Fahur Bottino G, McCann SH, Beauchemin J, Weisse E, Barry F, Cano Lorente R, Huttenhower C, Bruchhage M, D’Sa V, Deoni S, Klepac-Ceraj V. Gut-resident microorganisms and their genes are associated with cognition and neuroanatomy in children. SCIENCE ADVANCES 2023; 9:eadi0497. [PMID: 38134274 PMCID: PMC10745691 DOI: 10.1126/sciadv.adi0497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 11/21/2023] [Indexed: 12/24/2023]
Abstract
Emerging evidence implicates gut microbial metabolism in neurodevelopmental disorders, but its influence on typical neurodevelopment has not been explored in detail. We investigated the relationship between the microbiome and neuroanatomy and cognition of 381 healthy children, demonstrating that differences in microbial taxa and genes are associated with overall cognitive function and the size of brain regions. Using a combination of statistical and machine learning models, we showed that species including Alistipes obesi, Blautia wexlerae, and Ruminococcus gnavus were enriched or depleted in children with higher cognitive function scores. Microbial metabolism of short-chain fatty acids was also associated with cognitive function. In addition, machine models were able to predict the volume of brain regions from microbial profiles, and taxa that were important in predicting cognitive function were also important for predicting individual brain regions and specific subscales of cognitive function. These findings provide potential biomarkers of neurocognitive development and may enable development of targets for early detection and intervention.
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Affiliation(s)
- Kevin S. Bonham
- Department of Biological Sciences, Wellesley College, Wellesley, MA, USA
| | | | | | | | - Elizabeth Weisse
- Department of Psychology, University of Stavanger, Stavanger, Norway
| | | | | | | | - Curtis Huttenhower
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Harvard Chan Microbiome in Public Health Center, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Associate Member, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Muriel Bruchhage
- Department of Psychology, University of Stavanger, Stavanger, Norway
| | - Viren D’Sa
- Rhode Island Hospital, Providence, RI, USA
| | - Sean Deoni
- Rhode Island Hospital, Providence, RI, USA
| | - Vanja Klepac-Ceraj
- Department of Biological Sciences, Wellesley College, Wellesley, MA, USA
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14
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Neubauer J, Kaiser A, Hohmann S. [Gut Microbiota and Autism Spectrum Disorders: An Overview of Correlations and Potential Implications for Therapeutic Interventions]. ZEITSCHRIFT FUR KINDER- UND JUGENDPSYCHIATRIE UND PSYCHOTHERAPIE 2023; 52:151-165. [PMID: 38098430 DOI: 10.1024/1422-4917/a000962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2024]
Abstract
Gut Microbiota and Autism Spectrum Disorders: An Overview of Correlations and Potential Implications for Therapeutic Interventions Abstract: At the beginning of research on microbiota, researchers focused mainly on the role of microbiota dysbiosis in the development of gastrointestinal diseases. However, over the last years, researchers have also identified correlations with other physical processes and neuropsychiatric diseases such as autism spectrum disorder. These correlations are believed to be at least partly mediated through the brain-gut-microbiome axis. An altered composition of microbiota in patients with autism spectrum disorder was detected compared to healthy controls. Today, the discussion centers around a possible systemic impact of the metabolites of some microbiota or microbiota-induced chronic inflammatory processes on the brain (mediated through the brain-gut-microbiome axis) as an underlying mechanism. Still, the specific underlying mechanisms remain largely unknown, so conclusions on therapeutic implications are difficult to determine. Here, we describe some promising approaches to improving autistic behavior through dietary changes, the use of prebiotics and probiotics, stool transplantation from healthy controls, and restricted absorbance of certain metabolites. We need further clinical studies of high quality to fully understand the pathophysiology of autism spectrum disorder and to improve diagnostic and therapeutic strategies.
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Affiliation(s)
- Johanna Neubauer
- Klinik für Kinder- und Jugendpsychiatrie, -psychiotherapie und -psychosomatik, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Deutschland
| | - Anna Kaiser
- Klinik für Kinder- und Jugendpsychiatrie, -psychiotherapie und -psychosomatik, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Deutschland
- Klinik für Psychiatrie und Psychotherapie des Kindes- und Jugendalters, Zentralinstitut für Seelische Gesundheit, Medizinische Fakultät Mannheim der Universität Heidelberg, Mannheim, Deutschland
| | - Sarah Hohmann
- Klinik für Kinder- und Jugendpsychiatrie, -psychiotherapie und -psychosomatik, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Deutschland
- AG Neurophysiologie des Kindes- und Jugendalters, Zentralinstitut für Seelische Gesundheit, Medizinische Fakultät Mannheim der Universität Heidelberg, Mannheim, Deutschland
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15
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Rojas L, van de Wouw M, Wang Y, Vaghef-Mehrabani E, Dewey D, Reimer RA, Letourneau N, Campbell T, Arrieta MC, Giesbrecht GF. Long-term and trimester-specific effects of prenatal stress on the child gut microbiota. Psychoneuroendocrinology 2023; 158:106380. [PMID: 37696229 DOI: 10.1016/j.psyneuen.2023.106380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 08/25/2023] [Accepted: 09/03/2023] [Indexed: 09/13/2023]
Abstract
OBJECTIVE Stress is common among pregnant individuals and is associated with an altered gut microbiota composition in infants. It is unknown if these compositional changes persist into the preschool years when the gut microbiota reaches an adult-like composition. This study aimed to investigate if indicators of prenatal stress (i.e., psychological distress and stress-related physiology) are associated with children's gut microbiota composition and metabolites at 3-4 years of age. METHODS Maternal-child pairs (n = 131) were from the Alberta Pregnancy Outcomes and Nutrition (APrON) cohort. Each trimester, psychological distress was measured as symptoms of anxiety (Symptom Checklist-90-R) and depressed mood (Edinburgh Postnatal Depression Scale), whereas salivary cortisol was quantified as a measure of stress-related physiology. Child stool samples were collected at 3-4 years to evaluate gut microbiota composition using 16S rRNA gene sequencing and fecal metabolome using liquid chromatography with tandem mass spectrometry (LC-MS/MS). Associations between prenatal distress and cortisol with the gut microbiota were determined using Pearson and Spearman correlations and corrected for multiple testing. Associations between prenatal distress and cortisol with the fecal metabolome were assessed using Metaboanalyst. RESULTS Symptoms of depressed mood during the 2nd and 3rd trimesters and anxiety during the 2nd trimester of pregnancy were associated with increased alpha diversity of the child's gut microbiota. Cortisol levels during the 1st trimester were also associated with increased Faith PD diversity (r = 0.32), whereas cortisol levels during the 2nd trimester were associated with reduced Shannon diversity (r = -0.27). Depression scores during the 2nd and 3rd trimesters were associated with reductions in the relative abundances of Eggerthella, Parasutterella, and increases in Ruminococcaceae (rs = -0.28, rs = -0.32, rs = 0.32, respectively), as well as the fecal metabolome (e.g., branched-chain amino acid metabolism). Cortisol levels during the 2nd trimester correlated with 7 bacterial taxa, whereas 1st-trimester cortisol levels were associated with the child's fecal metabolome. CONCLUSIONS Prenatal distress and cortisol were associated with both child gut microbiota composition and fecal metabolome at preschool age. Understanding these associations may allow for the identification of microbiota-targeted interventions to support child developmental outcomes affected by prenatal stress.
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Affiliation(s)
- Laura Rojas
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada
| | - Marcel van de Wouw
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada
| | - Yanan Wang
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada; Microbiomes for One Systems Health, Health & Biosecurity, CSIRO, Adelaide, SA, Australia
| | | | - Deborah Dewey
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada; Alberta Children's Hospital Research Institute (ACHRI), Calgary, Alberta, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada; Hotchkiss Brain Institute (HBI), Calgary, Alberta, Canada
| | - Raylene A Reimer
- Alberta Children's Hospital Research Institute (ACHRI), Calgary, Alberta, Canada; Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada; Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Nicole Letourneau
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada; Alberta Children's Hospital Research Institute (ACHRI), Calgary, Alberta, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada; Faculty of Nursing, University of Calgary, Calgary, Alberta, Canada; Department of Physiology and Pharmacology, Cumming School of Medicine, University of Calgary, Calgary, Alberta
| | - Tavis Campbell
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
| | - Marie-Claire Arrieta
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada; Department of Psychiatry, Cumming School of Medicine, University of Calgary, Alberta, Canada; International Microbiome Centre, Calgary, Alberta, Canada
| | - Gerald F Giesbrecht
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada; Department of Psychology, University of Calgary, Calgary, Alberta, Canada; Alberta Children's Hospital Research Institute (ACHRI), Calgary, Alberta, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.
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16
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Duarte Luiz J, Manassi C, Magnani M, Cruz AGD, Pimentel TC, Verruck S. Lactiplantibacillus plantarum as a promising adjuvant for neurological disorders therapy through the brain-gut axis and related action pathways. Crit Rev Food Sci Nutr 2023:1-13. [PMID: 37950651 DOI: 10.1080/10408398.2023.2280247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2023]
Abstract
Dysbiosis in neurological disorders has highlighted the gut-microbiota-brain axis and psychobiotics and their ability to act on the brain-gut axis. Studying and discovering new approaches in therapies for neuropsychiatric disorders are strategies that have been discussed and put into practice. Lactiplantibacillus plantarum is a lactic acid bacteria species with an extensive history of safe use whose action as a psychobiotic has been successfully explored. This review describes and discusses the mechanisms of action of L. plantarum and its potential for the prevention and treatment of neurological disorders. Randomized and controlled trials in humans or animals and using supplements based on different strains of L. plantarum were selected. The psychobiotic effect of L. plantarum has been shown, mainly through its action on the Hypothalamic-Pituitary-Adrenal (HPA) axis and regulation of levels of pro-inflammatory cytokines. Furthermore, it could protect the integrity of the intestinal barrier and decrease inflammation, alleviating a series of symptoms of neurological diseases. The results showed improvements in cognitive function, memory, anxiety, hyperactivity, Attention Deficit Hyperactivity Disorder (ADHD), sleep quality, and growth stimulation of beneficial species of bacteria in the gut. Larger and deeper studies are needed to use psychobiotics to prevent and treat neurological disorders.
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Affiliation(s)
- Josilaene Duarte Luiz
- Department of Health Sciences, Federal University of Santa Catarina (UFSC), Florianópolis, Brazil
| | - Cynthia Manassi
- Federal Institute of Science and Technology of Paraná (IFPR), Paranavaí, Brazil
| | - Marciane Magnani
- Laboratory of Microbial Processes in Foods, Federal University of Paraiba, João Pessoa, PB, Brazil
| | - Adriano Gomes da Cruz
- Science and Technology of Rio de Janeiro (IFRJ), Department of Food, Federal Institute of Education, Rio de Janeiro, Brazil
| | | | - Silvani Verruck
- Department of Health Sciences, Federal University of Santa Catarina (UFSC), Florianópolis, Brazil
- Graduate Program of Food Science, Department of Food Science and Technology, Federal University of Santa Catarina (UFSC), Florianópolis, Brazil
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17
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Schellekens H, Ribeiro G, Cuesta-Marti C, Cryan JF. The microbiome-gut-brain axis in nutritional neuroscience. Nutr Neurosci 2023; 26:1159-1171. [PMID: 36222323 DOI: 10.1080/1028415x.2022.2128007] [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] [Indexed: 12/02/2022]
Abstract
Emerging evidence is highlighting the microbiome as a key regulator of the effect of nutrition on gut-brain axis signaling. Nevertheless, it is not yet clear whether the impact of nutrition is moderating the microbiota-gut-brain interaction or if diet has a mediating role on microbiota composition and function to influence central nervous system function, brain phenotypes and behavior. Mechanistic evidence from cell-based in vitro studies, animal models and preclinical intervention studies are linking the gut microbiota to the effects of diet on brain function, but they have had limited translation to human intervention studies. While increasing evidence demonstrates the triangulating relationship between diet, microbiota, and brain function across the lifespan, future mechanistic and translational studies in the field of microbiota and nutritional neuroscience are warranted to inform potential strategies for prevention and management of several neurological, neurodevelopmental, neurodegenerative, and psychiatric disorders. This brief primer provides an overview of the most recent advances in the nutritional neuroscience - microbiome field, highlighting significant opportunities for future research.
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Affiliation(s)
- Harriët Schellekens
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
| | | | - Cristina Cuesta-Marti
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
| | - John F Cryan
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
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18
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Sun H, Song Z, Chen Q, Wang M, Tang F, Dou L, Zou Q, Yang F. MMiKG: a knowledge graph-based platform for path mining of microbiota-mental diseases interactions. Brief Bioinform 2023; 24:bbad340. [PMID: 37779250 DOI: 10.1093/bib/bbad340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 08/21/2023] [Accepted: 09/12/2023] [Indexed: 10/03/2023] Open
Abstract
The microbiota-gut-brain axis denotes a two-way system of interactions between the gut and the brain, comprising three key components: (1) gut microbiota, (2) intermediates and (3) mental ailments. These constituents communicate with one another to induce changes in the host's mood, cognition and demeanor. Knowledge concerning the regulation of the host central nervous system by gut microbiota is fragmented and mostly confined to disorganized or semi-structured unrestricted texts. Such a format hinders the exploration and comprehension of unknown territories or the further advancement of artificial intelligence systems. Hence, we collated crucial information by scrutinizing an extensive body of literature, amalgamated the extant knowledge of the microbiota-gut-brain axis and depicted it in the form of a knowledge graph named MMiKG, which can be visualized on the GraphXR platform and the Neo4j database, correspondingly. By merging various associated resources and deducing prospective connections between gut microbiota and the central nervous system through MMiKG, users can acquire a more comprehensive perception of the pathogenesis of mental disorders and generate novel insights for advancing therapeutic measures. As a free and open-source platform, MMiKG can be accessed at http://yangbiolab.cn:8501/ with no login requirement.
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Affiliation(s)
- Haoran Sun
- School of Medical Imaging, Fujian Medical University, Fuzhou 350122, China
| | - Zhaoqi Song
- Department of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, School of Medical Technology and Engineering, Fujian Medical University, Fuzhou 350122, China
| | - Qiuming Chen
- School of Medical Imaging, Fujian Medical University, Fuzhou 350122, China
| | - Meiling Wang
- Department of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, School of Medical Technology and Engineering, Fujian Medical University, Fuzhou 350122, China
| | - Furong Tang
- Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China
| | - Lijun Dou
- Genomic Medicine Institute, Lerner Research Institute, Cleveland, OH 44106, USA
| | - Quan Zou
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 610054, China
| | - Fenglong Yang
- Department of Bioinformatics, Fujian Key Laboratory of Medical Bioinformatics, School of Medical Technology and Engineering, Fujian Medical University, Fuzhou 350122, China
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou 350122, China
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19
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Warner BB, Rosa BA, Ndao IM, Tarr PI, Miller JP, England SK, Luby JL, Rogers CE, Hall-Moore C, Bryant RE, Wang JD, Linneman LA, Smyser TA, Smyser CD, Barch DM, Miller GE, Chen E, Martin J, Mitreva M. Social and psychological adversity are associated with distinct mother and infant gut microbiome variations. Nat Commun 2023; 14:5824. [PMID: 37726348 PMCID: PMC10509221 DOI: 10.1038/s41467-023-41421-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 08/29/2023] [Indexed: 09/21/2023] Open
Abstract
Health disparities are driven by underlying social disadvantage and psychosocial stressors. However, how social disadvantage and psychosocial stressors lead to adverse health outcomes is unclear, particularly when exposure begins prenatally. Variations in the gut microbiome and circulating proinflammatory cytokines offer potential mechanistic pathways. Here, we interrogate the gut microbiome of mother-child dyads to compare high-versus-low prenatal social disadvantage, psychosocial stressors and maternal circulating cytokine cohorts (prospective case-control study design using gut microbiomes from 121 dyads profiled with 16 S rRNA sequencing and 89 dyads with shotgun metagenomic sequencing). Gut microbiome characteristics significantly predictive of social disadvantage and psychosocial stressors in the mothers and children indicate that different discriminatory taxa and related pathways are involved, including many species of Bifidobacterium and related pathways across several comparisons. The lowest inter-individual gut microbiome similarity was observed among high-social disadvantage/high-psychosocial stressors mothers, suggesting distinct environmental exposures driving a diverging gut microbiome assembly compared to low-social disadvantage/low-psychosocial stressors controls (P = 3.5 × 10-5 for social disadvantage, P = 2.7 × 10-15 for psychosocial stressors). Children's gut metagenome profiles at 4 months also significantly predicted high/low maternal prenatal IL-6 (P = 0.029), with many bacterial species overlapping those identified by social disadvantage and psychosocial stressors. These differences, based on maternal social and psychological status during a critical developmental window early in life, offer potentially modifiable targets to mitigate health inequities.
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Affiliation(s)
- Barbara B Warner
- Department of Pediatrics, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA.
| | - Bruce A Rosa
- Department of Medicine, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - I Malick Ndao
- Department of Pediatrics, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Phillip I Tarr
- Department of Pediatrics, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
- Department of Molecular Microbiology, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - J Philip Miller
- Institute for Informatics, Data Science and Biostatistics, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Sarah K England
- Department of Obstetrics and Gynecology, Center for Reproductive Health Sciences, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Joan L Luby
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Cynthia E Rogers
- Departments of Psychiatry and Pediatrics, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Carla Hall-Moore
- Department of Pediatrics, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Renay E Bryant
- Department of Pediatrics, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Jacqueline D Wang
- Department of Pediatrics, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Laura A Linneman
- Department of Pediatrics, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Tara A Smyser
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Christopher D Smyser
- Departments of Neurology, Pediatrics and Radiology, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Deanna M Barch
- Department of Psychological and Brain Sciences, Psychiatry, & Radiology, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Gregory E Miller
- Institute for Policy Research & Department of Psychology, Northwestern University, Evanston, IL, 60208, USA
| | - Edith Chen
- Institute for Policy Research & Department of Psychology, Northwestern University, Evanston, IL, 60208, USA
| | - John Martin
- Department of Medicine, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Makedonka Mitreva
- Departments of Medicine and Genetics, and McDonnell Genome Institute, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA.
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20
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Querdasi FR, Enders C, Karnani N, Broekman B, Yap Seng C, Gluckman PD, Mary Daniel L, Yap F, Eriksson JG, Cai S, Chong MFF, Toh JY, Godfrey K, Meaney MJ, Callaghan BL. Multigenerational adversity impacts on human gut microbiome composition and socioemotional functioning in early childhood. Proc Natl Acad Sci U S A 2023; 120:e2213768120. [PMID: 37463211 PMCID: PMC10372691 DOI: 10.1073/pnas.2213768120] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 05/25/2023] [Indexed: 07/20/2023] Open
Abstract
Adversity exposures in the prenatal and postnatal period are associated with an increased risk for psychopathology, which can be perpetuated across generations. Nonhuman animal research highlights the gut microbiome as a putative biological mechanism underlying such generational risks. In a sample of 450 mother-child dyads living in Singapore, we examined associations between three distinct adversity exposures experienced across two generations-maternal childhood maltreatment, maternal prenatal anxiety, and second-generation children's exposure to stressful life events-and the gut microbiome composition of second-generation children at 2 y of age. We found distinct differences in gut microbiome profiles linked to each adversity exposure, as well as some nonaffected microbiome features (e.g., beta diversity). Remarkably, some of the microbial taxa associated with concurrent and prospective child socioemotional functioning shared overlapping putative functions with those affected by adversity, suggesting that the intergenerational transmission of adversity may have a lasting impact on children's mental health via alterations to gut microbiome functions. Our findings open up a new avenue of research into the underlying mechanisms of intergenerational transmission of mental health risks and the potential of the gut microbiome as a target for intervention.
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Affiliation(s)
- Francesca R. Querdasi
- Department of Psychology, University of California Los Angeles, Los Angeles, CA90095
| | - Craig Enders
- Department of Psychology, University of California Los Angeles, Los Angeles, CA90095
| | - Neerja Karnani
- Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore138632, Singapore
| | - Birit Broekman
- Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore138632, Singapore
| | - Chong Yap Seng
- Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore138632, Singapore
- Department of Obstetrics and Gynaecology, Yong Loo School of Medicine, National University of Singapore, Singapore117597, Singapore
| | - Peter D. Gluckman
- Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore138632, Singapore
- Liggins Institute, University of Auckland, Auckland1023, New Zealand
| | - Lourdes Mary Daniel
- Duke-National University of Singapore Medical School, Singapore169857, Singapore
- Department of Child Development, KK Women’s and Children’s Hospital, Singapore229899, Singapore
| | - Fabian Yap
- Department of Paediatrics, KK Women’s and Children’s Hopsital, Singapore229899, Singapore
- Department of Pediatrics, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore636921, Singapore
- Department of Maternal Fetal Medicine, KK Women’s and Children’s Hospital, Singapore229899, Singapore
| | - Johan G. Eriksson
- Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore138632, Singapore
- Department of Obstetrics and Gynaecology, Yong Loo School of Medicine, National University of Singapore, Singapore117597, Singapore
- Department of General Practice and Primary Health, University of Helsinki and Helsinki University Hospital, 00100Helsinki, Finland
- Program of Public Health Research, Folkhälsan Research Center, 00250Helsinki, Finland
| | - Shirong Cai
- Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore138632, Singapore
| | - Mary Foong-Fong Chong
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore117561, Singapore
| | - Jia Ying Toh
- Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore138632, Singapore
| | - Keith Godfrey
- Department of Epidemiology, University of Southampton, SouthamptonSO16 6YD, United Kingdom
- Department of Human Development, University of Southampton, SouthamptonSO16 6YD, United Kingdom
| | - Michael J. Meaney
- Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore138632, Singapore
- Department of Psychiatry, McGill University, Montreal, QuebecH3A 0G4, Canada
- Brain–Body Initiative, Agency for Science, Technology, and Research, Singapore138632, Singapore
| | - Bridget L. Callaghan
- Department of Psychology, University of California Los Angeles, Los Angeles, CA90095
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21
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van de Wouw M, Rojas L, Vaghef-Mehrabani E, Wang Y, Fichter C, Workentine ML, Dewey D, Arrieta MC, Reimer RA, Tomfohr-Madsen L, Giesbrecht GF. Exploring Associations Between the Gut Microbiota and Full-Scale Intelligence in Preschool Children. Neurosci Lett 2023:137357. [PMID: 37355156 DOI: 10.1016/j.neulet.2023.137357] [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: 04/19/2023] [Revised: 06/06/2023] [Accepted: 06/19/2023] [Indexed: 06/26/2023]
Abstract
The relationship between the gut microbiota and neurocognitive outcomes is becoming increasingly recognized; however, findings in humans are inconsistent. In addition, few studies have investigated the gut microbial metabolites that may mediate this relationship. The objective of this study was to investigate associations between full-scale intelligence (FSIQ) and the composition of the gut microbiota and metabolome in preschool children. Stool samples were collected from a community sample of 245 typically developing children (3-5 years) from the Alberta Pregnancy Outcomes and Nutrition (APrON) cohort. The faecal microbiome was assessed using 16S rRNA sequencing and the metabolome using LC-MS/MS. FSIQ and scores on the Verbal Comprehension, Visual Spatial, Working Memory indices of the Wechsler Preschool and Primary Scale of Intelligence-IV were used to assess neurocognition. Associations between the gut microbiota and FSIQ were determined using Pearson and Spearman correlations, which were corrected for multiple testing and relevant covariates. Verbal Comprehension negatively correlated with both Shannon alpha diversity (r=-0.14, p=0.032) and the caffeine-derived metabolite paraxanthine (r=-0.22, p<0.001). No other significant correlations were observed. Overall, the weak to modest correlations between Verbal Comprehension with alpha diversity and paraxanthine provide limited evidence of an association between the gut microbiota and neurocognitive outcomes in typically developing preschool children.
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Affiliation(s)
- Marcel van de Wouw
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada.
| | - Laura Rojas
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada.
| | | | - Yanan Wang
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada; Microbiomes for One Systems Health, Health & Biosecurity, CSIRO, Adelaide, SA, Australia.
| | - Chloe Fichter
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada.
| | - Matthew L Workentine
- UCVM Bioinformatics, Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta, Canada.
| | - Deborah Dewey
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada; Alberta Children's Hospital Research Institute (ACHRI), Calgary, Alberta, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada; Hotchkiss Brain Institute (HBI), University of Calgary, Calgary, Alberta, Canada.
| | - Marie-Claire Arrieta
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada; Department of Physiology and Pharmacology, University of Calgary, Calgary, AB, Canada; International Microbiome Centre, University of Calgary, Calgary, AB, Canada.
| | - Raylene A Reimer
- Alberta Children's Hospital Research Institute (ACHRI), Calgary, Alberta, Canada; Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada; Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Alberta, Canada.
| | - Lianne Tomfohr-Madsen
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada; Department of Psychology, University of Calgary, Calgary, Alberta, Canada; Alberta Children's Hospital Research Institute (ACHRI), Calgary, Alberta, Canada.
| | - Gerald F Giesbrecht
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada; Department of Psychology, University of Calgary, Calgary, Alberta, Canada; Alberta Children's Hospital Research Institute (ACHRI), Calgary, Alberta, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.
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22
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Kendig MD, Leigh S, Hasebe K, Kaakoush NO, Westbrook RF, Morris MJ. Obesogenic Diet Cycling Produces Graded Effects on Cognition and Microbiota Composition in Rats. Mol Nutr Food Res 2023; 67:e2200809. [PMID: 37083181 PMCID: PMC10909530 DOI: 10.1002/mnfr.202200809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 02/20/2023] [Indexed: 04/22/2023]
Abstract
SCOPE The effects of diet cycling on cognition and fecal microbiota are not well understood. METHOD AND RESULTS Adult male Sprague-Dawley rats were cycled between a high-fat, high-sugar "cafeteria" diet (Caf) and regular chow. The impairment in place recognition memory produced by 16 days of Caf diet was reduced by switching to chow for 11 but not 4 days. Next, rats received 16 days of Caf diet in 2, 4, 8, or 16-day cycles, each separated by 4-day chow cycles. Place recognition memory declined from baseline in all groups and was impaired in the 16- versus 2-day group. Finally, rats received 24 days of Caf diet continuously or in 3-day cycles separated by 2- or 4-day chow cycles. Any Caf diet access impaired cognition and increased adiposity relative to controls, without altering hippocampal gene expression. Place recognition and adiposity were the strongest predictors of global microbiota composition. Overall, diets with higher Caf > chow ratios produced greater spatial memory impairments and larger shifts in gut microbiota species richness and beta diversity. CONCLUSION Results suggest that diet-induced cognitive deficits worsen in proportion to unhealthy diet exposure, and that shifting to a healthy chow for at least a week is required for recovery under the conditions tested here.
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Affiliation(s)
- Michael D. Kendig
- School of Medical SciencesUNSW SydneySydneyNSW2052Australia
- School of Life SciencesUniversity of TechnologyUltimoNSW2007Australia
| | - Sarah‐Jane Leigh
- School of Medical SciencesUNSW SydneySydneyNSW2052Australia
- APC MicrobiomeUniversity of CorkCorkT12 K8AFIreland
| | - Kyoko Hasebe
- School of Medical SciencesUNSW SydneySydneyNSW2052Australia
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23
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Cassidy-Bushrow AE, Sitarik AR, Johnson CC, Johnson-Hooper TM, Kassem Z, Levin AM, Lynch SV, Ownby DR, Phillips JM, Yong GJM, Wegienka G, Straughen JK. Early-life gut microbiota and attention deficit hyperactivity disorder in preadolescents. Pediatr Res 2023; 93:2051-2060. [PMID: 35440767 PMCID: PMC9582043 DOI: 10.1038/s41390-022-02051-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 12/13/2021] [Accepted: 12/31/2021] [Indexed: 11/09/2022]
Abstract
BACKGROUND Gut microbiota maturation coincides with nervous system development. Cross-sectional data suggest gut microbiota of individuals with and without attention deficit hyperactivity disorder (ADHD) differs. We hypothesized that infant gut microbiota composition is associated with later ADHD development in our on-going birth cohort study, WHEALS. METHODS Gut microbiota was profiled using 16S ribosomal RNA and the internal transcribed spacer region 2 (ITS2) sequencing in stool samples from 1 month and 6 months of age. ADHD was defined by parent-reported or medical record doctor diagnosis at age 10. RESULTS A total of 314 children had gut microbiota and ADHD data; 59 (18.8%) had ADHD. After covariate adjustment, bacterial phylogenetic diversity (p = 0.017) and bacterial composition (unweighted UniFrac p = 0.006, R2 = 0.9%) at age 6 months were associated with development of ADHD. At 1 month of age, 18 bacterial and 3 fungal OTUs were associated with ADHD development. At 6 months of age, 51 bacterial OTUs were associated with ADHD; 14 of the order Lactobacillales. Three fungal OTUs at 6 months of age were associated with ADHD development. CONCLUSIONS Infant gut microbiota is associated with ADHD development in pre-adolescents. Further studies replicating these findings and evaluating potential mechanisms of the association are needed. IMPACT Cross-sectional studies suggest that the gut microbiota of individuals with and without ADHD differs. We found evidence that the bacterial gut microbiota of infants at 1 month and 6 months of age is associated with ADHD at age 10 years. We also found novel evidence that the fungal gut microbiota in infancy (ages 1 month and 6 months) is associated with ADHD at age 10 years. This study addresses a gap in the literature in providing longitudinal evidence for an association of the infant gut microbiota with later ADHD development.
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Affiliation(s)
- Andrea E Cassidy-Bushrow
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, USA.
- Center for Urban Responses to Environmental Stressors, Wayne State University, Detroit, MI, USA.
| | | | - Christine Cole Johnson
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, USA
- Center for Urban Responses to Environmental Stressors, Wayne State University, Detroit, MI, USA
| | - Tisa M Johnson-Hooper
- Department of Pediatrics, Henry Ford Hospital, Detroit, MI, USA
- Center for Autism and Developmental Disabilities, Henry Ford Hospital, Detroit, MI, USA
| | - Zeinab Kassem
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, USA
| | - Albert M Levin
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, USA
| | - Susan V Lynch
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Dennis R Ownby
- Division of Allergy and Clinical Immunology, Department of Pediatrics, Augusta University, Augusta, GA, USA
| | - Jannel M Phillips
- Center for Autism and Developmental Disabilities, Henry Ford Hospital, Detroit, MI, USA
- Department of Psychiatry and Behavioral Health Services, Division of Neuropsychology, Henry Ford Hospital, Detroit, MI, USA
| | - Germaine J M Yong
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Ganesa Wegienka
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, USA
- Center for Urban Responses to Environmental Stressors, Wayne State University, Detroit, MI, USA
| | - Jennifer K Straughen
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, USA
- Center for Urban Responses to Environmental Stressors, Wayne State University, Detroit, MI, USA
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24
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Yang Y, Zhou S, Xing Y, Yang G, You M. Impact of pesticides exposure during neurodevelopmental period on autism spectrum disorders - A focus on gut microbiota. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023; 260:115079. [PMID: 37262968 DOI: 10.1016/j.ecoenv.2023.115079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 05/24/2023] [Accepted: 05/25/2023] [Indexed: 06/03/2023]
Abstract
Accumulating evidence indicates exposure to pesticides during the crucial neurodevelopmental period increases susceptibility to many diseases, including the neurodevelopmental disorder known as autism spectrum disorder (ASD). In the last few years, it has been hypothesized that gut microbiota dysbiosis is strongly implicated in the aetiopathogenesis of ASD. Recently, new studies have suggested that the gut microbiota may be involved in the neurological and behavioural defects caused by pesticides, including ASD symptoms. This review highlights the available evidence from recent animal and human studies on the relationship between pesticides that have the potential to disturb intestinal microbiota homeostasis, and ASD symptoms. The mechanisms through which gut microbiota dysbiosis may trigger ASD-like behaviours induced by pesticides exposure during the neurodevelopmental period via the altered production of bacterial metabolites (short chain fatty acids, lipids, retinol, and amino acid) are also described. According to recent research, gut microbiota dysbiosis may be a major contributor to the symptoms of ASD associated with pesticides exposure. However, to determine the detailed mechanism of action of gut microbiota on pesticide-induced ASD behaviours, actual population exposure scenarios from epidemiological studies should be used as the basis for the appropriate exposure pattern and dosage to be used in animal studies.
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Affiliation(s)
- Yongyong Yang
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, Guizhou 550025, China
| | - Shun Zhou
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, Guizhou 550025, China
| | - Ying Xing
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, Guizhou 550025, China; Guizhou Provincial Center for Disease Control and Prevention, Guiyang, Guizhou 550004, China; School of Public Health, Guizhou Medical University, Guiyang, Guizhou 550025, China
| | - Guanghong Yang
- Guizhou Provincial Center for Disease Control and Prevention, Guiyang, Guizhou 550004, China; School of Public Health, Guizhou Medical University, Guiyang, Guizhou 550025, China.
| | - Mingdan You
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, Guizhou 550025, China.
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25
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Morel C, Martinez Sanchez I, Cherifi Y, Chartrel N, Diaz Heijtz R. Perturbation of maternal gut microbiota in mice during a critical perinatal window influences early neurobehavioral outcomes in offspring. Neuropharmacology 2023; 229:109479. [PMID: 36870672 DOI: 10.1016/j.neuropharm.2023.109479] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 02/20/2023] [Accepted: 02/24/2023] [Indexed: 03/06/2023]
Abstract
The gut microbiota is increasingly recognized as a key environmental factor that shapes host development and physiology, including neural circuits formation and function. Concurrently, there has been growing concern that early-life antibiotic exposure may alter brain developmental trajectories, increasing the risk for neurodevelopmental disorders such as autism spectrum disorder (ASD). Here, we assessed whether perturbation of the maternal gut microbiota in mice during a narrow critical perinatal window (last week of pregnancy and first three postnatal days), induced by exposure to a commonly used broad-spectrum oral antibiotic (ampicillin), influences offspring neurobehavioral outcomes relevant to ASD. Our results demonstrate that neonatal offspring from antibiotic-treated dams display an altered pattern of ultrasonic communication, which was more pronounced in males. Moreover, juvenile male, but not female, offspring from antibiotic-treated dams showed reduced social motivation and social interaction, as well as context-dependent anxiety-like behavior. However, no changes were observed in locomotor or exploratory activity. This behavioral phenotype of exposed juvenile males was associated with reduced gene expression of the oxytocin receptor (OXTR) and several tight-junction proteins in the prefrontal cortex, a key region involved in the regulation of social and emotional behaviors, as well as a mild inflammatory response in the colon. Further, juvenile offspring from exposed dams also showed distinct alterations in several gut bacterial species, including, Lactobacillus murinus, and Parabacteroides goldsteinii. Overall, this study highlights the importance of the maternal microbiome in early-life, and how its perturbation by a widely used antibiotic could contribute to atypical social and emotional development of offspring in a sex-dependent manner.
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Affiliation(s)
- Cassandre Morel
- Department of Neuroscience, Karolinska Institutet, 171 77, Stockholm, Sweden; University of Rouen Normandy, INSERM, NorDIC, UMR, 1239, F-76000, Rouen, France
| | | | - Yamina Cherifi
- University of Rouen Normandy, INSERM, NorDIC, UMR, 1239, F-76000, Rouen, France
| | - Nicolas Chartrel
- University of Rouen Normandy, INSERM, NorDIC, UMR, 1239, F-76000, Rouen, France
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26
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Fan X, Zang T, Liu J, Wu N, Dai J, Bai J, Liu Y. Changes in the gut microbiome in the first two years of life predicted the temperament in toddlers. J Affect Disord 2023; 333:342-352. [PMID: 37086808 DOI: 10.1016/j.jad.2023.04.073] [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: 11/02/2022] [Revised: 03/26/2023] [Accepted: 04/16/2023] [Indexed: 04/24/2023]
Abstract
BACKGROUND Temperament has been shown to be associated with the change of gut microbiome. There were no longitudinal studies to explore the role of gut microbiome changes in the development of temperament in toddlers. METHODS This study used longitudinal cohort to investigate the associations between changes in gut microbiome and temperament in toddlers in the first two years of life. Linear regression analysis and microbiome multivariate association with linear models were used to investigate the associations between the gut microbiome and toddlers' temperament. RESULTS In total, 41 toddlers were analyzed. This study found both Shannon and Chao-1 indices at birth were negatively correlated with the sadness dimension; the higher the Shannon and Chao-1 indices at 6 months, the lower the surgency/extraversion dimension scores; the higher the Shannon and Chao-1 indices at 2 years of ages, the lower the cuddliness dimension scores. After adjusting for covariates, beta diversity at birth was strongly associated with the negative affectivity dimension; beta diversity at 1 year of age was strongly associated with the activity level dimension; and beta diversity at 2 years of age was strongly associated with the discomfort and soothability dimension. Compared to Bifidobacterium cluster, this study also found Bacteroides cluster was associated with lower negative affectivity and its sub-dimensions frustration and sadness scores in toddlers. LIMITATIONS Generalizability of the results remains to be determined. CONCLUSION Results of this study confirmed the associations between changes in the gut microbiome diversity and composition in the first two years of life and toddlers' temperament.
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Affiliation(s)
- Xiaoxiao Fan
- Center for Women and Children Health and Metabolism Research, Wuhan University School of Nursing, Wuhan University, 169 Donghu Road, Wuhan 430071, China
| | - Tianzi Zang
- Center for Women and Children Health and Metabolism Research, Wuhan University School of Nursing, Wuhan University, 169 Donghu Road, Wuhan 430071, China
| | - Jun Liu
- Center for Women and Children Health and Metabolism Research, Wuhan University School of Nursing, Wuhan University, 169 Donghu Road, Wuhan 430071, China
| | - Ni Wu
- Center for Women and Children Health and Metabolism Research, Wuhan University School of Nursing, Wuhan University, 169 Donghu Road, Wuhan 430071, China
| | - Jiamiao Dai
- Center for Women and Children Health and Metabolism Research, Wuhan University School of Nursing, Wuhan University, 169 Donghu Road, Wuhan 430071, China
| | - Jinbing Bai
- Emory University Nell Hodgson Woodruff School of Nursing, 1520 Clifton Road, Atlanta, GA 30322, USA
| | - Yanqun Liu
- Center for Women and Children Health and Metabolism Research, Wuhan University School of Nursing, Wuhan University, 169 Donghu Road, Wuhan 430071, China.
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27
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A snapshot of gut microbiota data from murine models of Autism Spectrum Disorder: Still a blurred picture. Neurosci Biobehav Rev 2023; 147:105105. [PMID: 36804416 DOI: 10.1016/j.neubiorev.2023.105105] [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: 10/06/2022] [Revised: 01/31/2023] [Accepted: 02/16/2023] [Indexed: 02/20/2023]
Abstract
Autism Spectrum Disorder (ASD) is a heterogeneous neurodevelopmental disorder characterized by deficits in social communication and interaction and repetitive/stereotyped behaviors. In recent years, the role of microbiota-gut-brain axis in ASD pathogenesis received growing attention, appearing as an attractive therapeutic target. We provide a comprehensive overview of changes in microbiota composition in ASD murine models so far identified, and summarize the therapeutic approaches targeting the microbiota on ASD-like neurobehavioral profile. Although alterations in microbiota composition have been observed in both genetic and environmental murine models of ASD, a clear microbiota profile shared by different ASD murine models has not been identified. We documented substantial discrepancies among studies (often within the same model), likely due to several confounding factors (from sex and age of animals to housing conditions). Despite these limitations, ASD animal models (under standardized conditions) remain a useful tool to evaluate (i) the beneficial effects of manipulations of gut microbiota on behavioral abnormalities; (ii) underlying neurobiological mechanisms related to gut-brain axis; and (iii) to identify optimal time windows for therapeutic interventions.
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28
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Piazzesi A, Putignani L. Impact of helminth-microbiome interactions on childhood health and development-A clinical perspective. Parasite Immunol 2023; 45:e12949. [PMID: 36063358 DOI: 10.1111/pim.12949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/26/2022] [Accepted: 09/01/2022] [Indexed: 12/01/2022]
Abstract
Humans have co-existed with parasites for virtually the entirety of our existence as a species. Today, nearly one third of the human population is infected with at least one helminthic species, most of which reside in the intestinal tract, where they have co-evolved alongside the human gut microbiota (GM). Appreciation for the interconnected relationship between helminths and GM has increased in recent years. Here, we review the evidence of how helminths and GM can influence various aspects of childhood development and the onset of paediatric diseases. We discuss the emerging evidence of how many of the changes that parasitic worms inflict on their host is enacted through gut microbes. In this light, we argue that helminth-induced microbiota modifications are of great importance in both facing the global challenge of overcoming parasitic infections, and in replicating helminthic protective effects against inflammatory diseases. We propose that deepening our knowledge of helminth-microbiota interactions will uncover novel, safer and more effective therapeutic strategies in combatting an array of childhood disorders.
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Affiliation(s)
- Antonia Piazzesi
- Multimodal Laboratory Medicine Research Area, Unit of Human Microbiome, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Lorenza Putignani
- Department of Diagnostic and Laboratory Medicine, Unit of Microbiology and Diagnostic Immunology, Unit of Microbiomics and Multimodal Laboratory Medicine Research Area, Unit of Human Microbiome, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
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29
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Stiernborg M, Debelius JW, Yang LL, Skott E, Millischer V, Giacobini M, Melas PA, Boulund F, Lavebratt C. Bacterial gut microbiome differences in adults with ADHD and in children with ADHD on psychostimulant medication. Brain Behav Immun 2023; 110:310-321. [PMID: 36940753 DOI: 10.1016/j.bbi.2023.03.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 02/11/2023] [Accepted: 03/16/2023] [Indexed: 03/23/2023] Open
Abstract
Recent evidence suggests that there is a link between neurodevelopmental disorders, such as attention deficit hyperactivity disorder (ADHD), and the gut microbiome. However, most studies to date have had low sample sizes, have not investigated the impact of psychostimulant medication, and have not adjusted for potential confounders, including body mass index, stool consistency and diet. To this end, we conducted the largest, to our knowledge, fecal shotgun metagenomic sequencing study in ADHD, with 147 well-characterized adult and child patients. For a subset of individuals, plasma levels of inflammatory markers and short-chain fatty acids were also measured. In adult ADHD patients (n=84), compared to controls (n=52), we found a significant difference in beta diversity both regarding bacterial strains (taxonomic) and bacterial genes (functional). In children with ADHD (n=63), we found that those on psychostimulant medication (n=33 on medication vs. n=30 not on medication) had (i) significantly different taxonomic beta diversity, (ii) lower functional and taxonomic evenness, (iii) lower abundance of the strain Bacteroides stercoris CL09T03C01 and bacterial genes encoding an enzyme in vitamin B12 synthesis, and (iv) higher plasma levels of vascular inflammatory markers sICAM-1 and sVCAM-1. Our study continues to support a role for the gut microbiome in neurodevelopmental disorders and provides additional insights into the effects of psychostimulant medication. However, additional studies are needed to replicate these findings and examine causal relationships with the disorder.
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Affiliation(s)
- Miranda Stiernborg
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Center for Molecular Medicine, Karolinska University Hospital Solna, Stockholm, Sweden
| | - J W Debelius
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; The Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Liu L Yang
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Center for Molecular Medicine, Karolinska University Hospital Solna, Stockholm, Sweden; Department of Neurology, Huazhong University of Science and Technology, Tongji Medical College, Union Hospital, Wuhan, China
| | - Elin Skott
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Center for Molecular Medicine, Karolinska University Hospital Solna, Stockholm, Sweden; PRIMA Child and Adult Psychiatry, Stockholm, Sweden
| | - Vincent Millischer
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Department of Psychiatry and Psychotherapy, Medical University of Vienna, Vienna, Austria
| | - MaiBritt Giacobini
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; PRIMA Child and Adult Psychiatry, Stockholm, Sweden
| | - Philippe A Melas
- Center for Molecular Medicine, Karolinska University Hospital Solna, Stockholm, Sweden; Center for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Stockholm, Sweden
| | - Fredrik Boulund
- The Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Catharina Lavebratt
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden; Center for Molecular Medicine, Karolinska University Hospital Solna, Stockholm, Sweden.
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30
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Slykerman RF, Neumann D, Underwood L, Hobbs M, Waldie KE. Age at first exposure to antibiotics and neurodevelopmental outcomes in childhood. Psychopharmacology (Berl) 2023; 240:1143-1150. [PMID: 36930273 PMCID: PMC10101895 DOI: 10.1007/s00213-023-06351-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 03/02/2023] [Indexed: 03/18/2023]
Abstract
RATIONALE Viral illnesses in children are common and are frequently treated with antibiotic medication. Antibiotics reduce the diversity and composition of the gut microbiota, leading to poor developmental outcomes. OBJECTIVES To investigate the relationship between age at first exposure to antibiotics and cognitive and behavioural development at 4.5 years while controlling for multiple confounders, including otitis media. METHODS Study participants were 5589 children enrolled in the broadly generalisable Growing Up in New Zealand cohort study, with antibiotic exposure data, maternal antenatal information, and age 4.5-year behaviour and cognitive outcome data. Children were categorised as first exposed to antibiotics according to the following mutually exclusive ages: 0-2 months; 3-5 months; 6-8 months; 9-11 months; 12-54 months or not exposed by 54 months. Developmental outcome measures included the Strengths and Difficulties Questionnaire, Luria hand clap task, and the Peabody Picture Vocabulary Test-III. RESULTS In univariate analysis, there was an evident dose-response relationship where earlier exposure to antibiotics in the first year of life was associated with behavioural difficulties, lower executive function scores, and lower receptive language ability. After adjusting for confounders, pairwise comparisons showed that first antibiotic exposure between birth and 3 months or between 6 and 9 months was associated with lower receptive vocabulary. Antibiotic exposure at any age prior to 12 months was associated with increases in behavioural difficulties scores at 4.5 years. CONCLUSIONS Following adjustment for socioeconomic factors and otitis media, there is evidence that antibiotic exposure during potentially sensitive windows of development is associated with receptive language and behaviour later in childhood.
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Affiliation(s)
- Rebecca F Slykerman
- Department of Psychological Medicine, Faculty of Medical and Health Sciences, University of Auckland, Building 507, 22-30 Park Avenue, Grafton, Auckland, 1023, New Zealand.
| | - Denise Neumann
- School of Psychology, Faculty of Science, University of Auckland, Auckland, New Zealand
| | - Lisa Underwood
- Growing UP in New Zealand, Centre for Longitudinal Research, University of Auckland, Auckland, New Zealand
| | - Mark Hobbs
- Growing UP in New Zealand, Centre for Longitudinal Research, University of Auckland, Auckland, New Zealand
| | - Karen E Waldie
- School of Psychology, Faculty of Science, University of Auckland, Auckland, New Zealand
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31
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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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32
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Pykett J, Campbell N, Fenton SJ, Gagen E, Lavis A, Newbigging K, Parkin V, Williams J. Urban precarity and youth mental health: An interpretive scoping review of emerging approaches. Soc Sci Med 2023; 320:115619. [PMID: 36641884 DOI: 10.1016/j.socscimed.2022.115619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 10/09/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022]
Abstract
Circumstances of living are key to shaping emotional and affective experiences, long term health, wellbeing and opportunities. In an era characterised by rapid urbanisation across the majority of the world, there is increasing interest in the interaction between mental health and urban environments, but insufficient attention is paid to how mental health is situated in space and time. Socio-economic inequalities are prevalent in many urban environments globally, making conditions of living highly precarious for some social groups including young people. There remains a large volume of unmet mental health service needs, and young people are impacted by uncertain economic futures. The purpose of this scoping review is to develop an interdisciplinary and globally-informed understanding of the urban conditions which affect youth mental health across a range of scales, and to identify protective factors which can promote better youth mental health. We seek to broaden the scope of urban mental health research beyond the physical features of urban environments to develop an interpretive framework based on perspectives shared by young people. We illustrate how concepts from social theory can be used as an integrative framework to emphasise both young people's lived experiences and the wider cultural and political dynamics of urban mental health.
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Affiliation(s)
- Jessica Pykett
- School of Geography, Earth and Environmental Sciences, Institute for Mental Health and Centre for Urban Wellbeing, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
| | - Niyah Campbell
- Institute for Mental Health, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
| | - Sarah-Jane Fenton
- School of Social Policy and Institute for Mental Health, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
| | - Elizabeth Gagen
- Department of Geography and Earth Sciences, Aberystwyth University, Llandinam Building, Penglais Campus, Aberystwyth, SY23 3DB, Wales, UK.
| | - Anna Lavis
- Institute of Applied Health Research and Institute for Mental Health, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
| | - Karen Newbigging
- School of Social Policy and Institute for Mental Health, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
| | - Verity Parkin
- Liberal Arts and Natural Sciences Alumni, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
| | - Jessy Williams
- School of Geography, Earth and Environmental Sciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
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Lynch CMK, Cowan CSM, Bastiaanssen TFS, Moloney GM, Theune N, van de Wouw M, Florensa Zanuy E, Ventura-Silva AP, Codagnone MG, Villalobos-Manríquez F, Segalla M, Koc F, Stanton C, Ross P, Dinan TG, Clarke G, Cryan JF. Critical windows of early-life microbiota disruption on behaviour, neuroimmune function, and neurodevelopment. Brain Behav Immun 2023; 108:309-327. [PMID: 36535610 DOI: 10.1016/j.bbi.2022.12.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 11/11/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022] Open
Abstract
Numerous studies have emphasised the importance of the gut microbiota during early life and its role in modulating neurodevelopment and behaviour. Epidemiological studies have shown that early-life antibiotic exposure can increase an individual's risk of developing immune and metabolic diseases. Moreover, preclinical studies have shown that long-term antibiotic-induced microbial disruption in early life can have enduring effects on physiology, brain function and behaviour. However, these studies have not investigated the impact of targeted antibiotic-induced microbiota depletion during critical developmental windows and how this may be related to neurodevelopmental outcomes. Here, we addressed this gap by administering a broad-spectrum oral antibiotic cocktail (ampicillin, gentamicin, vancomycin, and imipenem) to mice during one of three putative critical windows: the postnatal (PN; P2-9), pre-weaning (PreWean; P12-18), or post-weaning (Wean; P21-27) developmental periods and assessed the effects on physiology and behaviour in later life. Our results demonstrate that targeted microbiota disruption during early life has enduring effects into adolescence on the structure and function of the caecal microbiome, especially for antibiotic exposure during the weaning period. Further, we show that microbial disruption in early life selectively alters circulating immune cells and modifies neurophysiology in adolescence, including altered myelin-related gene expression in the prefrontal cortex and altered microglial morphology in the basolateral amygdala. We also observed sex and time-dependent effects of microbiota depletion on anxiety-related behavioural outcomes in adolescence and adulthood. Antibiotic-induced microbial disruption had limited and subtle effects on social behaviour and did not have any significant effects on depressive-like behaviour, short-term working, or recognition memory. Overall, this study highlights the importance of the gut microbiota during critical windows of development and the subtle but long-term effects that microbiota-targeted perturbations can have on brain physiology and behaviour.
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Affiliation(s)
- Caoimhe M K Lynch
- APC Microbiome Ireland, University College Cork, Ireland; Department of Anatomy & Neuroscience, University College Cork, Ireland
| | | | - Thomaz F S Bastiaanssen
- APC Microbiome Ireland, University College Cork, Ireland; Department of Anatomy & Neuroscience, University College Cork, Ireland
| | - Gerard M Moloney
- Department of Anatomy & Neuroscience, University College Cork, Ireland
| | - Nigel Theune
- APC Microbiome Ireland, University College Cork, Ireland
| | | | | | | | | | | | | | - Fatma Koc
- APC Microbiome Ireland, University College Cork, Ireland; Teagasc Food Research Centre, Moorepark, Fermoy, Cork, Ireland
| | - Catherine Stanton
- APC Microbiome Ireland, University College Cork, Ireland; Teagasc Food Research Centre, Moorepark, Fermoy, Cork, Ireland
| | - Paul Ross
- APC Microbiome Ireland, University College Cork, Ireland; Teagasc Food Research Centre, Moorepark, Fermoy, Cork, Ireland
| | - Timothy G Dinan
- APC Microbiome Ireland, University College Cork, Ireland; Department of Psychiatry & Neurobehavioural Sciences, University College Cork, Ireland
| | - Gerard Clarke
- APC Microbiome Ireland, University College Cork, Ireland; Department of Psychiatry & Neurobehavioural Sciences, University College Cork, Ireland
| | - John F Cryan
- APC Microbiome Ireland, University College Cork, Ireland; Department of Anatomy & Neuroscience, University College Cork, Ireland.
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34
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Microbiota-immune-brain interactions: A lifespan perspective. Curr Opin Neurobiol 2023; 78:102652. [PMID: 36463579 DOI: 10.1016/j.conb.2022.102652] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 10/10/2022] [Accepted: 10/31/2022] [Indexed: 12/03/2022]
Abstract
There is growing appreciation of key roles of the gut microbiota in maintaining homeostasis and influencing brain and behaviour at critical windows across the lifespan. Mounting evidence suggests that communication between the gut and the brain could be the key to understanding multiple neuropsychiatric disorders, with the immune system coming to the forefront as an important mechanistic mediator. Throughout the lifespan, the immune system exchanges continuous reciprocal signals with the central nervous system. Intestinal microbial cues alter immune mediators with consequences for host neurophysiology and behaviour. Several factors challenge the gut microbiota composition, which in response release molecules with neuro- and immuno-active potential that are crucial for adequate neuro-immune interactions. In this review, multiple factors contributing to the upkeep of the fine balance between health and disease of these systems are discussed, and we elucidate the potential mechanistic implications for the gut microbiota inputs on host brain and behaviour across the lifespan.
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35
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Gut as the target tissue of mercury and the extraintestinal effects. Toxicology 2023; 484:153396. [PMID: 36521575 DOI: 10.1016/j.tox.2022.153396] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 12/09/2022] [Accepted: 12/09/2022] [Indexed: 12/15/2022]
Abstract
Mercury (Hg) is harmful to the environment and human health. The gut plays important roles as the biological, chemical, mechanical, and immune barriers in animals and human beings. It has been known that Hg can be absorbed and methylated/demethylated in the gut, on the other hand, the impacts of Hg to the gut (especially the gut microbiota) is less studied. This review paper summarizes the impacts of inorganic Hg (IHg) and methyl Hg (MeHg) on gut barriers and the extraintestinal effects (damage to other organs such as the liver and brain). Both IHg and MeHg were found to cause intestinal microbial disorders, abnormal metabolites production, tight junction damage, and immune responses in the gut. The damage to the gut also contributed to the extraintestinal effects like the hepatotoxicity by IHg and the neurotoxicity by MeHg. In all, it is proposed that the gut should be considered as an important target tissue of Hg exposure, and the regulation of gut microbiota may have the potential for the prevention and control of the toxicity of Hg.
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36
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Roager HM, Stanton C, Hall LJ. Microbial metabolites as modulators of the infant gut microbiome and host-microbial interactions in early life. Gut Microbes 2023; 15:2192151. [PMID: 36942883 PMCID: PMC10038037 DOI: 10.1080/19490976.2023.2192151] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 03/06/2023] [Indexed: 03/23/2023] Open
Abstract
The development of infant gut microbiome is a pivotal process affecting the ecology and function of the microbiome, as well as host health. While the establishment of the infant microbiome has been of interest for decades, the focus on gut microbial metabolism and the resulting small molecules (metabolites) has been rather limited. However, technological and computational advances are now enabling researchers to profile the plethora of metabolites in the infant gut, allowing for improved understanding of how gut microbial-derived metabolites drive microbiome community structuring and host-microbial interactions. Here, we review the current knowledge on development of the infant gut microbiota and metabolism within the first year of life, and discuss how these microbial metabolites are key for enhancing our basic understanding of interactions during the early life developmental window.
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Affiliation(s)
- Henrik M. Roager
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg, Denmark
| | - Catherine Stanton
- APC Microbiome Ireland, Teagasc Moorepark Food Research Centre, Fermoy, Co. Cork, Ireland
| | - Lindsay J. Hall
- Gut Microbes & Health, Quadram Institute Biosciences, Norwich, UK
- Intestinal Microbiome, School of Life Sciences, ZIEL – Institute for Food & Health, Technical University of Munich, Freising, Germany
- Norwich Medical School, University of East Anglia, Norwich, UK
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37
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Tcherni-Buzzeo M. Dietary interventions, the gut microbiome, and aggressive behavior: Review of research evidence and potential next steps. Aggress Behav 2023; 49:15-32. [PMID: 35997420 DOI: 10.1002/ab.22050] [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: 02/10/2022] [Revised: 07/15/2022] [Accepted: 08/02/2022] [Indexed: 12/14/2022]
Abstract
Research in biosocial criminology and other related disciplines has established links between nutrition and aggressive behavior. In addition to observational studies, randomized trials of nutritional supplements like vitamins, omega-3 fatty acids, and folic acid provide evidence of the dietary impact on aggression. However, the exact mechanism of the diet-aggression link is not well understood. The current article proposes that the gut microbiome plays an important role in the process, with the microbiota-gut-brain axis serving as such a mediating mechanism between diet and behavior. Based on animal and human studies, this review synthesizes a wide array of research across several academic fields: from the effects of dietary interventions on aggression, to the results of microbiota transplantation on socioemotional and behavioral outcomes, to the connections between early adversity, stress, microbiome, and aggression. Possibilities for integrating the microbiotic perspective with the more traditional, sociologically oriented theories in criminology are discussed, using social disorganization and self-control theories as examples. To extend the existing lines of research further, the article considers harnessing the experimental potential of noninvasive and low-cost dietary interventions to help establish the causal impact of the gut microbiome on aggressive behavior, while adhering to the high ethical standards and modern research requirements. Implications of this research for criminal justice policy and practice are essential: not only can it help determine whether the improved gut microbiome functioning moderates aggressive and violent behavior but also provide ways to prevent and reduce such behavior, alone or in combination with other crime prevention programs.
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38
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Vaher K, Bogaert D, Richardson H, Boardman JP. Microbiome-gut-brain axis in brain development, cognition and behavior during infancy and early childhood. DEVELOPMENTAL REVIEW 2022. [DOI: 10.1016/j.dr.2022.101038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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39
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Mullaney JA, Roy NC, Halliday C, Young W, Altermann E, Kruger MC, Dilger RN, McNabb WC. Effects of early postnatal life nutritional interventions on immune-microbiome interactions in the gastrointestinal tract and implications for brain development and function. Front Microbiol 2022; 13:960492. [PMID: 36504799 PMCID: PMC9726769 DOI: 10.3389/fmicb.2022.960492] [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: 06/03/2022] [Accepted: 11/01/2022] [Indexed: 11/24/2022] Open
Abstract
The gastrointestinal (GI) microbiota has co-evolved with the host in an intricate relationship for mutual benefit, however, inappropriate development of this relationship can have detrimental effects. The developing GI microbiota plays a vital role during the first 1,000 days of postnatal life, during which occurs parallel development and maturation of the GI tract, immune system, and brain. Several factors such as mode of delivery, gestational age at birth, exposure to antibiotics, host genetics, and nutrition affect the establishment and resultant composition of the GI microbiota, and therefore play a role in shaping host development. Nutrition during the first 1,000 days is considered to have the most potential in shaping microbiota structure and function, influencing its interactions with the immune system in the GI tract and consequent impact on brain development. The importance of the microbiota-GI-brain (MGB) axis is also increasingly recognized for its importance in these developmental changes. This narrative review focuses on the importance of the GI microbiota and the impact of nutrition on MGB axis during the immune system and brain developmental period in early postnatal life of infants.
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Affiliation(s)
- Jane A. Mullaney
- Riddet Institute, Massey University, Palmerston North, New Zealand,AgResearch, Palmerston North, New Zealand,High-Value Nutrition National Science Challenge, Auckland, New Zealand
| | - Nicole C. Roy
- Riddet Institute, Massey University, Palmerston North, New Zealand,High-Value Nutrition National Science Challenge, Auckland, New Zealand,Department of Human Nutrition, University of Otago, Dunedin, New Zealand
| | - Christine Halliday
- Riddet Institute, Massey University, Palmerston North, New Zealand,AgResearch, Palmerston North, New Zealand,School of Food and Advanced Technology, College of Sciences, Massey University, Palmerston North, New Zealand
| | - Wayne Young
- Riddet Institute, Massey University, Palmerston North, New Zealand,AgResearch, Palmerston North, New Zealand,High-Value Nutrition National Science Challenge, Auckland, New Zealand
| | - Eric Altermann
- Riddet Institute, Massey University, Palmerston North, New Zealand,High-Value Nutrition National Science Challenge, Auckland, New Zealand,School of Veterinary Science, Massey University, Palmerston North, New Zealand
| | - Marlena C. Kruger
- School of Health Sciences, College of Health, Massey University, Palmerston North, New Zealand
| | - Ryan N. Dilger
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Warren C. McNabb
- Riddet Institute, Massey University, Palmerston North, New Zealand,High-Value Nutrition National Science Challenge, Auckland, New Zealand,*Correspondence: Warren C. McNabb,
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40
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Chen BY, Hsu CC, Chen YZ, Lin JJ, Tseng HH, Jang FL, Chen PS, Chen WN, Chen CS, Lin SH. Profiling antibody signature of schizophrenia by Escherichia coli proteome microarrays. Brain Behav Immun 2022; 106:11-20. [PMID: 35914698 DOI: 10.1016/j.bbi.2022.07.162] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 07/14/2022] [Accepted: 07/27/2022] [Indexed: 02/09/2023] Open
Abstract
Schizophrenia (SZ) is influenced by genetic and environmental factors, and associated with chronic neuroinflammation. If the symptoms express after adolescence, environmental impacts are more substantial, and the disease is defined as adult-onset schizophrenia (AOS). Effects of environmental factors on antibody responses such as Escherichia coli (E. coli) to immunoglobulin G (IgG) and immunoglobulin M (IgM) might increase the severity of symptoms in SZ via the gut-brain axis. The purpose of this study is to reveal antibody profiles of SZ against bacterial protein antigens. We analyzed the IgG and IgM antibodies using E. coli proteome microarrays from 80 SZ patients and 40 healthy controls (HC). Using support vector machine to select panels of proteins differentiating between groups and conducted enrichment analysis for those proteins. We identified that the groL, pldA, yjjU, livG, and ftsE can classify IgGs in AOS vs HC achieved accuracy of 0.7. The protein yjjU, livG and ftsE can form the best combination panel to classify IgG in AOS vs HC with accuracy of 0.8. The enrichment results are highly related to ABC (ATP binding cassette) transporter in the protein domain and cellular component. We further found that the human ATP binding cassette subfamily b member 1 (ABCB1) autoantibody level in AOS is significantly higher than in HC. The findings suggest that AOS had different immunoglobulin production compared to early-onset schizophrenia (EOS) and HC. We also identified potential antibody biomarkers of AOS and found their antigens are enriched in ABC transporter related domains, including human ABCB1 protein.
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Affiliation(s)
- Bao-Yu Chen
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chu-Chun Hsu
- Department of Food Safety/Hygiene and Risk Management, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - You-Zuo Chen
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Jin-Jia Lin
- Department of Psychiatry, Chi Mei Medical Center, Tainan, Taiwan
| | - Huai-Hsuan Tseng
- Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Fong-Lin Jang
- Department of Psychiatry, Chi Mei Medical Center, Tainan, Taiwan
| | - Po-See Chen
- Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Psychiatry, National Cheng Kung University Hospital Dou-Liou Branch, College of Medicine, National Cheng Kung University, Yunlin, Taiwan; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Wan-Ni Chen
- Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chien-Sheng Chen
- Department of Food Safety/Hygiene and Risk Management, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
| | - Sheng-Hsiang Lin
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
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Alving‐Jessep E, Botchway E, Wood AG, Hilton AC, Blissett JM. The development of the gut microbiome and temperament during infancy and early childhood: A systematic review. Dev Psychobiol 2022; 64:e22306. [PMID: 36282751 PMCID: PMC9544099 DOI: 10.1002/dev.22306] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 05/15/2022] [Accepted: 05/21/2022] [Indexed: 01/27/2023]
Abstract
Temperament in early childhood is a good predictor of later personality, behavior, and risk of psychopathology. Variation in temperament can be explained by environmental and biological factors. One biological mechanism of interest is the gut microbiome (GM), which has been associated with mental and physical health. This review synthesized existing literature evaluating the relationship between GM composition and diversity, and temperament in early life. Web of Science, PsycInfo, PubMed, and Scopus were searched, and data were extracted according to PRISMA guidelines. In total, 1562 studies were identified, of which six remained following application of exclusion/inclusion criteria. The findings suggest that there is an association between higher alpha diversity and temperament: greater Surgency/Extraversion and High-Intensity Pleasure in males, and lower Effortful Control in females. Unique community structures (beta diversity) were found for Surgency/Extraversion in males and Fear in females. An emerging pattern of positive temperament traits being associated with GM communities biased toward short-chain fatty acid production from a metabolism based on dietary fiber and complex carbohydrates was observed and is worthy of further investigation. To gain deeper understanding of the relationship, future research should investigate further the functional aspects of the microbiome and the influence of diet.
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Affiliation(s)
- Emma Alving‐Jessep
- Institute of Health and Neurodevelopment, College of Health and Life SciencesAston UniversityBirminghamUK
| | - Edith Botchway
- School of PsychologyDeakin UniversityBurwoodVictoriaAustralia
| | - Amanda G. Wood
- Institute of Health and Neurodevelopment, College of Health and Life SciencesAston UniversityBirminghamUK,School of PsychologyDeakin UniversityBurwoodVictoriaAustralia
| | - Anthony C. Hilton
- Institute of Health and Neurodevelopment, College of Health and Life SciencesAston UniversityBirminghamUK
| | - Jacqueline M. Blissett
- Institute of Health and Neurodevelopment, College of Health and Life SciencesAston UniversityBirminghamUK
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Brown G, Hoedt EC, Keely S, Shah A, Walker MM, Holtmann G, Talley NJ. Role of the duodenal microbiota in functional dyspepsia. Neurogastroenterol Motil 2022; 34:e14372. [PMID: 35403776 PMCID: PMC9786680 DOI: 10.1111/nmo.14372] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 02/04/2022] [Accepted: 03/14/2022] [Indexed: 12/30/2022]
Abstract
BACKGROUND Functional dyspepsia (FD) is a common and debilitating gastrointestinal disorder attributed to altered gut-brain interactions. While the etiology of FD remains unknown, emerging research suggests the mechanisms are likely multifactorial and heterogenous among patient subgroups. Small bowel motor disturbances, visceral hypersensitivity, chronic microinflammation, and increased intestinal tract permeability have all been linked to the pathogenesis of FD. Recently, alterations to the gut microbiome have also been implicated to play an important role in the disease. Changes to the duodenal microbiota may either trigger or be a consequence of immune and neuronal disturbances observed in the disease, but the mechanisms of influence of small intestinal flora on gastrointestinal function and symptomatology are unknown. PURPOSE This review summarizes and synthesizes the literature on the link between the microbiota, low-grade inflammatory changes in the duodenum and FD. This review is not intended to provide a complete overview of FD or the small intestinal microbiota, but instead outline some of the key conceptual advances in understanding the interactions between altered gastrointestinal bacterial communities; dietary factors; host immune activation; and stimulation of the gut-brain axes in patients with FD versus controls. Current and emerging treatment approaches such as dietary interventions and antibiotic or probiotic use that have demonstrated symptom benefits for patients are reviewed, and their role in modulating the host-microbiota is discussed. Finally, suggested opportunities for diagnostic and therapeutic improvements for patients with this condition are presented.
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Affiliation(s)
- Georgia Brown
- School of Medicine and Public HealthUniversity of NewcastleNewcastleNew South WalesAustralia,AGIRA (Australian Gastrointestinal Research Alliance)NewcastleNew South WalesAustralia,NHMRC Centre of Research Excellence in Digestive HealthNewcastleNew South WalesAustralia
| | - Emily C. Hoedt
- AGIRA (Australian Gastrointestinal Research Alliance)NewcastleNew South WalesAustralia,NHMRC Centre of Research Excellence in Digestive HealthNewcastleNew South WalesAustralia,School of Biomedical Sciences and PharmacyUniversity of NewcastleNewcastleNew South WalesAustralia,Hunter Medical Research InstituteNew Lambton HeightsNewcastleNew South WalesAustralia
| | - Simon Keely
- AGIRA (Australian Gastrointestinal Research Alliance)NewcastleNew South WalesAustralia,NHMRC Centre of Research Excellence in Digestive HealthNewcastleNew South WalesAustralia,School of Biomedical Sciences and PharmacyUniversity of NewcastleNewcastleNew South WalesAustralia,Hunter Medical Research InstituteNew Lambton HeightsNewcastleNew South WalesAustralia
| | - Ayesha Shah
- AGIRA (Australian Gastrointestinal Research Alliance)NewcastleNew South WalesAustralia,NHMRC Centre of Research Excellence in Digestive HealthNewcastleNew South WalesAustralia,Faculty of Medicine and Faculty of Health and Behavioural SciencesThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Marjorie M. Walker
- School of Medicine and Public HealthUniversity of NewcastleNewcastleNew South WalesAustralia,AGIRA (Australian Gastrointestinal Research Alliance)NewcastleNew South WalesAustralia,NHMRC Centre of Research Excellence in Digestive HealthNewcastleNew South WalesAustralia
| | - Gerald Holtmann
- AGIRA (Australian Gastrointestinal Research Alliance)NewcastleNew South WalesAustralia,NHMRC Centre of Research Excellence in Digestive HealthNewcastleNew South WalesAustralia,Faculty of Medicine and Faculty of Health and Behavioural SciencesThe University of QueenslandSt. LuciaQueenslandAustralia,Department of Gastroenterology & HepatologyPrincess Alexandra HospitalWoolloongabbaQueenslandAustralia
| | - Nicholas J. Talley
- School of Medicine and Public HealthUniversity of NewcastleNewcastleNew South WalesAustralia,AGIRA (Australian Gastrointestinal Research Alliance)NewcastleNew South WalesAustralia,NHMRC Centre of Research Excellence in Digestive HealthNewcastleNew South WalesAustralia,Hunter Medical Research InstituteNew Lambton HeightsNewcastleNew South WalesAustralia
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Freimer D, Yang TT, Ho TC, Tymofiyeva O, Leung C. The gut microbiota, HPA axis, and brain in adolescent-onset depression: Probiotics as a novel treatment. Brain Behav Immun Health 2022; 26:100541. [DOI: 10.1016/j.bbih.2022.100541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 10/22/2022] [Indexed: 11/09/2022] Open
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Psychobiotics: the Influence of Gut Microbiota on the Gut-Brain Axis in Neurological Disorders. J Mol Neurosci 2022; 72:1952-1964. [PMID: 35849305 PMCID: PMC9289355 DOI: 10.1007/s12031-022-02053-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 07/12/2022] [Indexed: 12/01/2022]
Abstract
Nervous system disorders are one of the common problems that affect many people around the world every year. Regarding the beneficial effects of the probiotics on the gut and the gut-brain axis, their application along with current medications has been the subject of intense interest. Psychobiotics are a probiotic strain capable to affect the gut-brain axis. The effective role of Psychobiotics in several neurological disorders is documented. Consumption of the Psychobiotics containing nutrients has positive effects on the improvement of microbiota as well as alleviation of some symptoms of central nervous system (CNS) disorders. In the present study, the effects of probiotic strains on some CNS disorders in terms of controlling the disease symptoms were reviewed. Finding suggests that Psychobiotics can efficiently alleviate the symptoms of several CNS disorders such as autism spectrum disorders, Parkinson’s disease, multiple sclerosis, insomnia, depression, diabetic neuropathy, and anorexia nervosa. It can be concluded that functional foods containing psychotropic strains can help to improve mental health.
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Volker E, Tessier C, Rodriguez N, Yager J, Kozyrskyj A. Pathways of atopic disease and neurodevelopmental impairment: assessing the evidence for infant antibiotics. Expert Rev Clin Immunol 2022; 18:901-922. [PMID: 35822921 DOI: 10.1080/1744666x.2022.2101450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Epidemiologic studies are starting to report associations between antibiotic use in early life and neurodevelopmental disorders. Through mechanisms within the gut microbiota-brain axis, indeed, it is plausible that infant antibiotic treatment plays a role in the development of atopic disease and neurodevelopmental disorders. AREAS COVERED This narrative review summarizes and interprets published evidence on infant antibiotic use in future outcomes of atopic disease, and neurodevelopmental delay and disorders, including attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD). To this end, we critically assess study bias from 2 main confounding factors, maternal/infant infection and infant feeding status. We also discuss common mechanisms that link atopy and neurodevelopment, and propose hypotheses related to immune activation and the gut microbiome. EXPERT OPINION Atopic disease and neurodevelopmental disorders share many risk factors and biological pathways. Infant antibiotic use has been linked to both disorders and is likely a marker for prenatal or infant infection. The mediating role of breastfeeding can also not be discounted. The exploration of causal pathways along the gut-brain axis leading towards neurodevelopmental impairment is evolving and of future interest.
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Eleutheroside E supplementation prevents radiation-induced cognitive impairment and activates PKA signaling via gut microbiota. Commun Biol 2022; 5:680. [PMID: 35804021 PMCID: PMC9270490 DOI: 10.1038/s42003-022-03602-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Accepted: 05/04/2022] [Indexed: 11/08/2022] Open
Abstract
Radiation affects not only cognitive function but also gut microbiota. Eleutheroside E (EE), a principal active compound of Acanthopanax senticosus, has a certain protective effect on the nervous system. Here, we find a four-week EE supplementation to the 60Co-γ ray irradiated mice improves the cognition and spatial memory impairments along with the protection of hippocampal neurons, remodels the gut microbiota, especially changes of Lactobacillus and Helicobacter, and altered the microbial metabolites including neurotransmitters (GABA, NE, ACH, 5-HT) as well as their precursors. Furthermore, the fecal transplantation of EE donors verifies that EE alleviated cognition and spatial memory impairments, and activates the PKA/CREB/BDNF signaling via gut microbiota. Our findings provide insight into the mechanism of EE effect on the gut-brain axis and underpin a proposed therapeutic value of EE in cognitive and memory impairments induced by radiation.
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Zhou YY, Zhang X, Pan LY, Zhang WW, Chen F, Hu SS, Jiang HY. Fecal microbiota in pediatric depression and its relation to bowel habits. J Psychiatr Res 2022; 150:113-121. [PMID: 35367655 DOI: 10.1016/j.jpsychires.2022.03.037] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 02/18/2022] [Accepted: 03/21/2022] [Indexed: 12/22/2022]
Abstract
Although gut microbiota dysbiosis has been observed in the fecal samples of depressive adult patients, the detailed structure and composition of microbiota in pediatric depression remain unclear. To enhance our understanding of gut microbiota structure in depressive children, as well as the relationship between gut microbiota and bowel habits, we performed 16S rRNA sequencing to evaluate the gut microbial population in a cohort of 171 children (101 depressive patients and 70 controls) aged 12-18 years. Further analysis consisting of 30 drug-naive patients and 23 controls was performed to validate the results. Compared to controls, we found markedly decreased microbial richness and diversity, a distinct metagenomic composition with reduced short-chain fatty acid-producing bacteria (associated with healthy status), and overgrowth of bacteria such as Escherichia-Shigella and Flavonifractor in pediatric depression. Further analyses limited to drug-naive patients found similar results. Notably, we also observed that several taxa may be involved in the pathogenesis of disordered bowel habits in pediatric depression. Our findings suggest could inform future pediatric depression interventions specifically targeting the bacteria associated with bowel movements.
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Affiliation(s)
- Yuan-Yue Zhou
- Department of Medical Psychology, The First Affiliated Hospital, Hainan Medical University, Haikou, Hainan, China; Department of Child and Adolescent Psychiatry, Hangzhou Seventh People's Hospital, Hangzhou, Zhejiang, China
| | - Xue Zhang
- Department of Clinical Infectious Disease, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou City, China
| | - Li-Ya Pan
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Department of Infectious Diseases, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Wen-Wu Zhang
- Department of Child and Adolescent Psychiatry, Ningbo Kangning Hospital, Ningbo, Zhejiang, China
| | - Fang Chen
- Department of Child and Adolescent Psychiatry, Ningbo Kangning Hospital, Ningbo, Zhejiang, China
| | - Sha-Sha Hu
- Department of Child and Adolescent Psychiatry, Ningbo Kangning Hospital, Ningbo, Zhejiang, China
| | - Hai-Yin Jiang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Department of Infectious Diseases, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.
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Short-chain fatty acids promote the effect of environmental signals on the gut microbiome and metabolome in mice. Commun Biol 2022; 5:517. [PMID: 35641653 PMCID: PMC9156677 DOI: 10.1038/s42003-022-03468-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 05/09/2022] [Indexed: 11/13/2022] Open
Abstract
Gut microorganisms and the products of their metabolism thoroughly affect host brain development, function and behavior. Since alterations of brain plasticity and cognition have been demonstrated upon motor, sensorial and social enrichment of the housing conditions, we hypothesized that gut microbiota and metabolome could be altered by environmental stimuli, providing part of the missing link among environmental signals and brain effects. In this preliminary study, metagenomic and metabolomic analyses of mice housed in different environmental conditions, standard and enriched, identify environment-specific microbial communities and metabolic profiles. We show that mice housed in an enriched environment have distinctive microbiota composition with a reduction in gut bacterial richness and biodiversity and are characterized by a metabolomic fingerprint with the increase of formate and acetate and the decrease of bile salts. We demonstrate that mice treated with a mixture of formate and acetate recapitulate some of the brain plasticity effects modulated by environmental enrichment, such as hippocampal neurogenesis, neurotrophin production, short-term plasticity and cognitive behaviors, that can be further exploited to decipher the mechanisms involved in experience-dependent brain plasticity. Mice exposed to environmental enrichment for 5 weeks display distinct microbiota composition and behavioral and metabolic profiles compared to mice exposed to a standard environment. Mice treated with a mixture of short-chain fatty acids that are produced by gut bacteria recapitulate some of the effects of this environmental enrichment.
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Supplementation of Infant Formula and Neurodevelopmental Outcomes: a Systematic Review. Curr Nutr Rep 2022; 11:283-300. [PMID: 35334102 DOI: 10.1007/s13668-022-00410-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/07/2022] [Indexed: 10/18/2022]
Abstract
PURPOSE OF THE REVIEW The aim is to examine data from clinical trials and prospective longitudinal studies that evaluate the effect of infant formula supplements on the cognitive function of children. RECENT FINDINGS A total of 300 articles from 2000 to 2021 were selected. The most researched IF supplements were initially long-chain polyunsaturated fatty acids (LC-PUFA), some proteins and, recently, milk fat globule membrane (MFGM). Supplementation of IF with LC-PUFA led to some positive effects on specific cognitive functions or no effect; however, there was no consistent benefit for cognitive function. Modifying the amount of proteins did not affect the children's neuropsychological tests. Supplementation of IF with MFGM and its components had beneficial effects on child cognitive development in the short term, but no effect was observed in the long term. Further studies are needed to confirm the safety of supplementation on the development of cognitive function in children fed with infant formula.
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50
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Nieto-Ruiz A, García-Santos JA, Verdejo-Román J, Diéguez E, Sepúlveda-Valbuena N, Herrmann F, Cerdó T, De-Castellar R, Jiménez J, Bermúdez MG, Pérez-García M, Miranda MT, López-Sabater MC, Catena A, Campoy C. Infant Formula Supplemented With Milk Fat Globule Membrane, Long-Chain Polyunsaturated Fatty Acids, and Synbiotics Is Associated With Neurocognitive Function and Brain Structure of Healthy Children Aged 6 Years: The COGNIS Study. Front Nutr 2022; 9:820224. [PMID: 35356726 PMCID: PMC8959863 DOI: 10.3389/fnut.2022.820224] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 02/01/2022] [Indexed: 12/25/2022] Open
Abstract
Background Adequate nutrient intake during the first few months of life plays a critical role on brain structure and function development. Objectives To analyze the long-term effects of an experimental infant formula (EF) on neurocognitive function and brain structure in healthy children aged 6 years compared to those fed with a standard infant formula or breastfed. Methods The current study involved 108 healthy children aged 6 years and participating in the COGNIS Study. At 0-2 months, infants were randomized to receive up to 18 months of life a standard infant formula (SF) or EF enriched with milk fat globule membrane (MFGM), long-chain polyunsaturated fatty acids (LC-PUFAs) and synbiotics. Furthermore, a reference group of breastfed (BF) infants were also recruited. Children were assessed using neurocognitive tests and structural Magnetic Resonance Imaging (MRI) at 6 years old. Results Experimental infant formula (EF) children showed greater volumes in the left orbital cortex, higher vocabulary scores and IQ, and better performance in an attention task than BF children. EF children also presented greater volumes in parietal regions than SF kids. Additionally, greater cortical thickness in the insular, parietal, and temporal areas were found in children from the EF group than those fed with SF or BF groups. Further correlation analyses suggest that higher volumes and cortical thickness of different parietal and frontal regions are associated with better cognitive development in terms of language (verbal comprehension) and executive function (working memory). Finally, arachidonic acid (ARA), adrenic acid (AdA), docosahexaenoic acid (DHA) levels in cheek cell glycerophospholipids, ARA/DHA ratio, and protein, fatty acid, and mineral intake during the first 18 months of life seem to be associated with changes in the brain structures at 6 years old. Conclusions Supplemented infant formula with MFGM components, LC-PUFAs, and synbiotics seems to be associated to long-term effects on neurocognitive development and brain structure in children at 6 years old. Clinical Trial Registration https://www.clinicaltrials.gov/, identifier: NCT02094547.
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Affiliation(s)
- Ana Nieto-Ruiz
- Department of Paediatrics, School of Medicine, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria (ibs.GRANADA), Health Sciences Technological Park, Granada, Spain
- EURISTIKOS Excellence Centre for Paediatric Research, Biomedical Research Centre, University of Granada, Granada, Spain
| | - José A. García-Santos
- Department of Paediatrics, School of Medicine, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria (ibs.GRANADA), Health Sciences Technological Park, Granada, Spain
- EURISTIKOS Excellence Centre for Paediatric Research, Biomedical Research Centre, University of Granada, Granada, Spain
| | - Juan Verdejo-Román
- Department of Personality, Assessment & Psychological Treatment, School of Psychology, University of Granada, Granada, Spain
| | - Estefanía Diéguez
- Department of Paediatrics, School of Medicine, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria (ibs.GRANADA), Health Sciences Technological Park, Granada, Spain
- EURISTIKOS Excellence Centre for Paediatric Research, Biomedical Research Centre, University of Granada, Granada, Spain
| | - Natalia Sepúlveda-Valbuena
- Nutrition and Biochemistry Department, Faculty of Sciences, Pontificia Universidad Javeriana, Bogotá, Colombia
| | - Florian Herrmann
- Department of Paediatrics, School of Medicine, University of Granada, Granada, Spain
- EURISTIKOS Excellence Centre for Paediatric Research, Biomedical Research Centre, University of Granada, Granada, Spain
| | - Tomás Cerdó
- EURISTIKOS Excellence Centre for Paediatric Research, Biomedical Research Centre, University of Granada, Granada, Spain
- Carlos III Health Institute, Madrid, Spain
| | | | | | - Mercedes G. Bermúdez
- Department of Paediatrics, School of Medicine, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria (ibs.GRANADA), Health Sciences Technological Park, Granada, Spain
- EURISTIKOS Excellence Centre for Paediatric Research, Biomedical Research Centre, University of Granada, Granada, Spain
| | - Miguel Pérez-García
- Department of Personality, Assessment & Psychological Treatment, School of Psychology, University of Granada, Granada, Spain
- Mind, Brain and Behavior Research Centre—CIMCYC, University of Granada, Granada, Spain
| | - M. Teresa Miranda
- Department of Biostatistics, School of Medicine, University of Granada, Granada, Spain
| | - M. Carmen López-Sabater
- Department of Nutrition, Food Sciences and Gastronomy, Faculty of Pharmacy and Food Sciences, University of Barcelona, Barcelona, Spain
- Institut de Recerca en Nutrició i Seguretat Alimentària de la UB (INSA-UB), Barcelona, Spain
- National Network of Research in Physiopathology of Obesity and Nutrition (CIBERobn), Institute of Health Carlos III (Barcelona's Node), Madrid, Spain
| | - Andrés Catena
- Mind, Brain and Behavior Research Centre—CIMCYC, University of Granada, Granada, Spain
- Department of Experimental Psychology, School of Psychology, University of Granada, Granada, Spain
| | - Cristina Campoy
- Department of Paediatrics, School of Medicine, University of Granada, Granada, Spain
- Instituto de Investigación Biosanitaria (ibs.GRANADA), Health Sciences Technological Park, Granada, Spain
- EURISTIKOS Excellence Centre for Paediatric Research, Biomedical Research Centre, University of Granada, Granada, Spain
- National Network of Research in Epidemiology and Public Health (CIBERESP), Institute of Health Carlos III (Granada's Node), Madrid, Spain
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