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Orme W, Grimm SL, Vella DSN, Fowler JC, Frueh BC, Weinstein BL, Petrosino J, Coarfa C, Madan A. Relationships of Personality Traits With the Taxonomic Composition of the Gut Microbiome Among Psychiatric Inpatients. J Neuropsychiatry Clin Neurosci 2025:appineuropsych20240126. [PMID: 40134271 DOI: 10.1176/appi.neuropsych.20240126] [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] [Indexed: 03/27/2025]
Abstract
OBJECTIVE Through the brain-gut-microbiome axis, myriad psychological functions that affect behavior share a dynamic, bidirectional relationship with the intestinal microbiome. Little is known about the relationship between personality-a stable construct that influences social- and health-related behaviors-and the bacterial ecosystem. The authors of this exploratory study examined the relationship between general and maladaptive personality traits and the composition of the gut microbiome. METHODS In total, 105 psychiatric inpatients provided clinical data and fecal samples. Personality traits were measured with the five-factor model of personality, the Structured Clinical Interview for DSM-IV Axis II Personality Disorders, and the Personality Inventory for DSM-5; 16S ribosomal DNA sequencing and whole-genome shotgun sequencing methods were used on fecal samples. Machine learning (ML) was used to identify personality traits associated with bacterial variability and specific taxa. RESULTS Supervised ML techniques were used to classify traits of social detachment (maximum area under the receiver operating characteristic curve [AUROC]=0.944, R2>0.20), perceptual disturbance (maximum AUROC=0.763, R2=0.301), and hoarding behaviors (maximum AUROC=0.722) by using limited sets of discriminant bacterial species or genera. Established bacterial genera associated with psychosis (e.g., Peptococcus and Coprococcus) were associated with traits of perceptual disturbance. Hoarding behaviors were associated with a defined gut microbial composition that included Streptococcus, a known contributor to the development of pediatric autoimmune neuropsychiatric disorders. CONCLUSIONS Observations from this study are consistent with recent findings demonstrating person-to-person interactions as a mode of gut microbiome transmission. This study adds to the emerging literature on the intricate connections between brain and gut function, expanding the interdisciplinary field of psychiatric microbiology.
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Affiliation(s)
- William Orme
- Department of Psychiatry and Behavioral Health, Houston Methodist, Houston (Orme, Fowler, Weinstein, Madan); Department of Psychiatry, Weill Cornell Medical College, New York (Orme, Fowler, Madan); Department of Molecular and Cellular Biology (Grimm, Vella, Coarfa), Dan L. Duncan Comprehensive Cancer Center (Grimm, Coarfa), and Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research (Petrosino), Baylor College of Medicine, Houston; Department of Psychology, University of Hawaii, Hilo, Hawaii (Frueh)
| | - Sandra L Grimm
- Department of Psychiatry and Behavioral Health, Houston Methodist, Houston (Orme, Fowler, Weinstein, Madan); Department of Psychiatry, Weill Cornell Medical College, New York (Orme, Fowler, Madan); Department of Molecular and Cellular Biology (Grimm, Vella, Coarfa), Dan L. Duncan Comprehensive Cancer Center (Grimm, Coarfa), and Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research (Petrosino), Baylor College of Medicine, Houston; Department of Psychology, University of Hawaii, Hilo, Hawaii (Frueh)
| | - Divya S N Vella
- Department of Psychiatry and Behavioral Health, Houston Methodist, Houston (Orme, Fowler, Weinstein, Madan); Department of Psychiatry, Weill Cornell Medical College, New York (Orme, Fowler, Madan); Department of Molecular and Cellular Biology (Grimm, Vella, Coarfa), Dan L. Duncan Comprehensive Cancer Center (Grimm, Coarfa), and Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research (Petrosino), Baylor College of Medicine, Houston; Department of Psychology, University of Hawaii, Hilo, Hawaii (Frueh)
| | - J Christopher Fowler
- Department of Psychiatry and Behavioral Health, Houston Methodist, Houston (Orme, Fowler, Weinstein, Madan); Department of Psychiatry, Weill Cornell Medical College, New York (Orme, Fowler, Madan); Department of Molecular and Cellular Biology (Grimm, Vella, Coarfa), Dan L. Duncan Comprehensive Cancer Center (Grimm, Coarfa), and Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research (Petrosino), Baylor College of Medicine, Houston; Department of Psychology, University of Hawaii, Hilo, Hawaii (Frueh)
| | - B Christopher Frueh
- Department of Psychiatry and Behavioral Health, Houston Methodist, Houston (Orme, Fowler, Weinstein, Madan); Department of Psychiatry, Weill Cornell Medical College, New York (Orme, Fowler, Madan); Department of Molecular and Cellular Biology (Grimm, Vella, Coarfa), Dan L. Duncan Comprehensive Cancer Center (Grimm, Coarfa), and Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research (Petrosino), Baylor College of Medicine, Houston; Department of Psychology, University of Hawaii, Hilo, Hawaii (Frueh)
| | - Benjamin L Weinstein
- Department of Psychiatry and Behavioral Health, Houston Methodist, Houston (Orme, Fowler, Weinstein, Madan); Department of Psychiatry, Weill Cornell Medical College, New York (Orme, Fowler, Madan); Department of Molecular and Cellular Biology (Grimm, Vella, Coarfa), Dan L. Duncan Comprehensive Cancer Center (Grimm, Coarfa), and Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research (Petrosino), Baylor College of Medicine, Houston; Department of Psychology, University of Hawaii, Hilo, Hawaii (Frueh)
| | - Joseph Petrosino
- Department of Psychiatry and Behavioral Health, Houston Methodist, Houston (Orme, Fowler, Weinstein, Madan); Department of Psychiatry, Weill Cornell Medical College, New York (Orme, Fowler, Madan); Department of Molecular and Cellular Biology (Grimm, Vella, Coarfa), Dan L. Duncan Comprehensive Cancer Center (Grimm, Coarfa), and Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research (Petrosino), Baylor College of Medicine, Houston; Department of Psychology, University of Hawaii, Hilo, Hawaii (Frueh)
| | - Cristian Coarfa
- Department of Psychiatry and Behavioral Health, Houston Methodist, Houston (Orme, Fowler, Weinstein, Madan); Department of Psychiatry, Weill Cornell Medical College, New York (Orme, Fowler, Madan); Department of Molecular and Cellular Biology (Grimm, Vella, Coarfa), Dan L. Duncan Comprehensive Cancer Center (Grimm, Coarfa), and Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research (Petrosino), Baylor College of Medicine, Houston; Department of Psychology, University of Hawaii, Hilo, Hawaii (Frueh)
| | - Alok Madan
- Department of Psychiatry and Behavioral Health, Houston Methodist, Houston (Orme, Fowler, Weinstein, Madan); Department of Psychiatry, Weill Cornell Medical College, New York (Orme, Fowler, Madan); Department of Molecular and Cellular Biology (Grimm, Vella, Coarfa), Dan L. Duncan Comprehensive Cancer Center (Grimm, Coarfa), and Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research (Petrosino), Baylor College of Medicine, Houston; Department of Psychology, University of Hawaii, Hilo, Hawaii (Frueh)
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Athalye-Jape G, Rath CP, Panchal H, Mishra A, Graham D, Patole S. Evaluation of Faecal Microbiota Following Probiotics in Infants of Mothers with Gestational Diabetes Mellitus Trial: Protocol for Double-Blind Placebo-Controlled Randomized Trial. Microorganisms 2025; 13:112. [PMID: 39858880 PMCID: PMC11767400 DOI: 10.3390/microorganisms13010112] [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: 10/31/2024] [Revised: 12/24/2024] [Accepted: 01/07/2025] [Indexed: 01/27/2025] Open
Abstract
(1) Background: The incidence of gestational diabetes mellitus (GDM) is rising globally. The current evidence indicates that GDM, especially in conjunction with maternal overweight, can alter the composition of infants' gut microbiota, potentially increasing the risk of inflammatory diseases, metabolic disorders, and neurodevelopmental issues later in life. Probiotic supplantation early in life might establish eubiosis and mitigate future complications. To best of our knowledge, no study has evaluated the effects of probiotics on gut dysbiosis in the infants of mothers with GDM. (2) Methods: This study will be a single-centre, double-blind, randomized, placebo-controlled trial enrolling sixty neonates born after 35 weeks of gestation to mothers with GDM. The participants will be randomly assigned to receive either a triple-strain probiotic or a placebo for four months. The primary objective is to assess the effectiveness of probiotic supplementation in correcting gut dysbiosis in the infants of mothers with GDM at four months of age. Faecal microbiome composition shall be estimated using 16SrRNA and shotgun sequencing. The secondary outcomes will include the quantification of faecal short-chain fatty acids at birth and at four months, as well as growth and developmental assessments at four, twelve, and twenty-four months. (3) Trial registration: This trial protocol is registered (ACTRN12624000930583p) in the Australian Clinical Trials registry (ANZCTR).
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Affiliation(s)
- Gayatri Athalye-Jape
- Department of Neonatology, King Edward Memorial Hospital, Perth, WA 6008, Australia; (C.P.R.); (H.P.)
- School of Medicine, The University of Western Australia, Crawley, WA 6009, Australia
- The Kids Research Institute, Perth, WA 6009, Australia;
| | - Chandra Prakash Rath
- Department of Neonatology, King Edward Memorial Hospital, Perth, WA 6008, Australia; (C.P.R.); (H.P.)
- School of Medicine, The University of Western Australia, Crawley, WA 6009, Australia
| | - Harshad Panchal
- Department of Neonatology, King Edward Memorial Hospital, Perth, WA 6008, Australia; (C.P.R.); (H.P.)
| | - Archita Mishra
- The Kids Research Institute, Perth, WA 6009, Australia;
- Indian Institute of Sciences, University of Sydney, Sydney, NSW 2050, Australia
| | - Dorothy Graham
- Department of Obstetric Medicine, King Edward Memorial Hospital, Perth, WA 6008, Australia;
| | - Sanjay Patole
- Department of Neonatology, King Edward Memorial Hospital, Perth, WA 6008, Australia; (C.P.R.); (H.P.)
- School of Medicine, The University of Western Australia, Crawley, WA 6009, Australia
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Vaher K, Cabez MB, Parga PL, Binkowska J, van Beveren GJ, Odendaal ML, Sullivan G, Stoye DQ, Corrigan A, Quigley AJ, Thrippleton MJ, Bastin ME, Bogaert D, Boardman JP. The neonatal gut microbiota: A role in the encephalopathy of prematurity. Cell Rep Med 2024; 5:101845. [PMID: 39637857 PMCID: PMC11722115 DOI: 10.1016/j.xcrm.2024.101845] [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: 09/27/2023] [Revised: 07/11/2024] [Accepted: 11/07/2024] [Indexed: 12/07/2024]
Abstract
Preterm birth correlates with brain dysmaturation and neurocognitive impairment. The gut microbiome associates with behavioral outcomes in typical development, but its relationship with neurodevelopment in preterm infants is unknown. We characterize fecal microbiome in a cohort of 147 neonates enriched for very preterm birth using 16S-based and shotgun metagenomic sequencing. Delivery mode strongly correlates with the preterm microbiome shortly after birth. Low birth gestational age, infant sex assigned at birth, and antibiotics associate with microbiome composition at neonatal intensive care unit discharge. We integrate these data with term-equivalent structural and diffusion brain MRI. Bacterial community composition associates with MRI features of encephalopathy of prematurity. Particularly, abundances of Escherichia coli and Klebsiella spp. correlate with microstructural parameters in deep and cortical gray matter. Metagenome functional capacity analyses suggest that these bacteria may interact with brain microstructure via tryptophan and propionate metabolism. This study indicates that the gut microbiome associates with brain development following preterm birth.
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Affiliation(s)
- Kadi Vaher
- Centre for Reproductive Health, Institute of Regeneration and Repair, University of Edinburgh, Edinburgh EH16 4UU, UK; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh EH16 4TJ, UK
| | - Manuel Blesa Cabez
- Centre for Reproductive Health, Institute of Regeneration and Repair, University of Edinburgh, Edinburgh EH16 4UU, UK; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh EH16 4TJ, UK
| | - Paula Lusarreta Parga
- Centre for Inflammation Research, Institute of Regeneration and Repair, University of Edinburgh, Edinburgh EH16 4UU, UK
| | - Justyna Binkowska
- Centre for Inflammation Research, Institute of Regeneration and Repair, University of Edinburgh, Edinburgh EH16 4UU, UK
| | - Gina J van Beveren
- Department of Pediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital and University Medical Center Utrecht, 3584 EA Utrecht, the Netherlands
| | - Mari-Lee Odendaal
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven 3721 MA, the Netherlands
| | - Gemma Sullivan
- Centre for Reproductive Health, Institute of Regeneration and Repair, University of Edinburgh, Edinburgh EH16 4UU, UK; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh EH16 4TJ, UK
| | - David Q Stoye
- Centre for Reproductive Health, Institute of Regeneration and Repair, University of Edinburgh, Edinburgh EH16 4UU, UK
| | - Amy Corrigan
- Centre for Reproductive Health, Institute of Regeneration and Repair, University of Edinburgh, Edinburgh EH16 4UU, UK
| | - Alan J Quigley
- Department of Paediatric Radiology, Royal Hospital for Children and Young People, Edinburgh EH16 4TJ, UK
| | | | - Mark E Bastin
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh EH16 4TJ, UK
| | - Debby Bogaert
- Centre for Inflammation Research, Institute of Regeneration and Repair, University of Edinburgh, Edinburgh EH16 4UU, UK; Department of Pediatric Immunology and Infectious Diseases, Wilhelmina Children's Hospital and University Medical Center Utrecht, 3584 EA Utrecht, the Netherlands
| | - James P Boardman
- Centre for Reproductive Health, Institute of Regeneration and Repair, University of Edinburgh, Edinburgh EH16 4UU, UK; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh EH16 4TJ, UK.
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Biagioli V, Sortino V, Falsaperla R, Striano P. Role of Human Milk Microbiota in Infant Neurodevelopment: Mechanisms and Clinical Implications. CHILDREN (BASEL, SWITZERLAND) 2024; 11:1476. [PMID: 39767905 PMCID: PMC11674883 DOI: 10.3390/children11121476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Revised: 11/23/2024] [Accepted: 11/29/2024] [Indexed: 01/05/2025]
Abstract
BACKGROUND Human milk (HM) is recognized as an ideal source of nutrition for newborns; as a result, its multiple bioactive molecules can support the growth of healthy newborns and reduce the risk of mortality and diseases such as asthma, respiratory infections, diabetes (type 1 and 2), and gastrointestinal disorders such as ulcerative colitis and Crohn's disease. Furthermore, it can reduce the severity of necrotizing enterocolitis (NEC) in preterm infants. Moreover, human milk oligosaccharides (HMOs) present in breast milk show an immunomodulatory, prebiotic, and neurodevelopmental effect that supports the microbiota-gut-brain axis. MATERIAL AND METHODS This study examined the state-of-the-art research, using keywords such as "breastfeeding", "human milk oligosaccharides", "microbiota-gut-brain axis", "infants", and "malnutrition". The literature review was conducted by selecting articles between 2013 and 2024, as the most recent ones. The databases used were Web Science, PubMed, and Scopus. RESULTS We found multiple studies examining the composition of HM and infant formula (IF). However, further longitudinal studies and randomized control trials (RCTs) are needed to better understand the clinical outcomes that bioactive components exert on healthy and hospitalized children and how, in conditions of malnutrition, it is necessary to support the growth of the newborn. CONCLUSIONS In this review, we affirm the importance of human milk and, through it, the modulation of the microbiota and the neuroprotective role in newborns, determining the health of the following years of life.
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Affiliation(s)
- Valentina Biagioli
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, 16126 Genoa, Italy;
| | - Vincenzo Sortino
- Unit of Pediatrics and Pediatric Emergency, Azienda Ospedaliero-Universitaria Policlinico “Rodolico-San Marco”, San Marco Hospital, University of Catania, 95123 Catania, Italy;
| | - Raffaele Falsaperla
- Department of Medical Science-Pediatrics, University of Ferrara, 44124 Ferrara, Italy;
| | - Pasquale Striano
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, 16126 Genoa, Italy;
- Pediatric Neurology and Neuromuscular Diseases Unit, IRCCS Giannina Gaslini Full Member of EPICARE, 16121-16167 Genoa, Italy
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Frerichs NM, de Meij TG, Niemarkt HJ. Microbiome and its impact on fetal and neonatal brain development: current opinion in pediatrics. Curr Opin Clin Nutr Metab Care 2024; 27:297-303. [PMID: 38488112 PMCID: PMC10990016 DOI: 10.1097/mco.0000000000001028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/05/2024]
Abstract
PURPOSE OF REVIEW Emerging evidence suggests that the gut microbiota and its metabolites regulate neurodevelopment and cognitive functioning via a bi-directional communication system known as the microbiota-gut-brain axis (MGBA). RECENT FINDINGS The MGBA influences brain development and function via the hypothalamic-pituitary axis, the vagal nerve, immune signaling, bacterial production of neurotransmitters, and microbial metabolites like short-chain fatty acids, tryptophan derivatives, and bile acids. Animal studies show fetal neurodevelopment is mediated by maternal microbiota derivatives, immune activation, and diet. Furthermore, manipulation of the microbiota during critical windows of development, like antibiotic exposure and fecal microbiota transplantation, can affect cognitive functioning and behavior in mice. Evidence from human studies, particularly in preterm infants, also suggests that a disrupted gut microbiota colonization may negatively affect neurodevelopment. Early microbial signatures were linked to favorable and adverse neurodevelopmental outcomes. SUMMARY The link between the gut microbiota and the brain is evident. Future studies, including experimental studies, larger participant cohort studies with longitudinal analyses of microbes, their metabolites, and neurotransmitters, and randomized controlled trials are warranted to further elucidate the mechanisms of the MGBA. Identification of early, predictive microbial markers could pave the way for the development of novel early microbiota-based intervention strategies, such as targeted probiotics, and vaginal or fecal microbiota transplantation, aimed at improving infant neurodevelopment.
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Affiliation(s)
- Nina M. Frerichs
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism Research Institute, Department of Pediatric Gastroenterology, Emma Children's Hospital Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Reproduction and Development Research Institute, Amsterdam The Netherlands
| | - Tim G.J. de Meij
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism Research Institute, Department of Pediatric Gastroenterology, Emma Children's Hospital Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Reproduction and Development Research Institute, Amsterdam The Netherlands
| | - Hendrik J. Niemarkt
- Neonatal Intensive Care Unit, Máxima Medical Centre, Veldhoven
- Eindhoven University of Technology, Faculty of Electrical Engineering, Eindhoven, The Netherlands
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