The Brain-Gut-Microbiome System: Pathways and Implications for Autism Spectrum Disorder
Abstract
:1. Introduction
2. Strategies for Article Search
3. The Brain-Gut-Microbiome (BGM) System
3.1. Gut Microbiota and Development
3.2. Gut Microbiota and Clinical Symptomatology in ASD
4. Gut Microbiota and ASD Symptomatology
4.1. Gut Microbiota and GI Impairment in ASD
4.2. Gut Microbiota and ASD-Related Behavior
4.3. Gut Microbiota Therapy and the Reduction of ASD Symptomatology
4.3.1. Probiotic Therapy
4.3.2. Fecal Microbiota Transplantation Therapy
5. Putative Mechanisms of the BGM System Related to ASD
5.1. Tryptophan Pathways
5.1.1. Indole Pathway and ASD
5.1.2. Kynurenine Pathway and ASD
5.1.3. Serotonin Pathway and ASD
5.2. Serotonin in the Brain and Relationships with Behavior
6. Microbiota and the Social Brain: Structure and Function
6.1. Amygdala and Microbiota
6.2. Insula and Microbiota
6.3. Gut Microbiota and Other Emotion-Related Brain Regions
7. Conclusions and Future Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, 5th ed.; American Psychiatric Publishing, Inc.: Arlington, VA, USA, 2013. [Google Scholar]
- Cowan, C.S.M.; Dinan, T.G.; Cryan, J.F. Annual Research Review: Critical windows—The microbiota-gut-brain axis in neurocognitive development. J. Child Psychol. Psychiatry 2019, 61, 353–371. [Google Scholar] [CrossRef]
- Diaz Heijtz, R.; Wang, S.; Anuar, F.; Qian, Y.; Björkholm, B.; Samuelsson, A.; Hibberd, M.L.; Forssberg, H.; Pettersson, S. Normal gut microbiota modulates brain development and behavior. Proc. Natl. Acad. Sci. USA 2011, 108, 3047–3052. [Google Scholar] [CrossRef] [Green Version]
- Logsdon, A.F.; Erickson, M.; Rhea, E.M.; Salameh, T.S.; Banks, W.A. Gut reactions: How the blood–brain barrier connects the microbiome and the brain. Exp. Biol. Med. 2017, 243, 159–165. [Google Scholar] [CrossRef] [PubMed]
- Martin, C.R.; Osadchiy, V.; Kalani, A.; Mayer, E.A. The Brain-Gut-Microbiome Axis. Cell. Mol. Gastroenterol. Hepatol. 2018, 6, 133–148. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mayer, E.A.; Tillisch, K.; Gupta, A. Gut/brain axis and the microbiota. J. Clin. Investig. 2015, 125, 926–938. [Google Scholar] [CrossRef]
- Bonaz, B.; Bazin, T.; Pellissier, S. The Vagus Nerve at the Interface of the Microbiota-Gut-Brain Axis. Front. Neurosci. 2018, 12, 49. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mayer, E.A.; Naliboff, B.D.; Craig, A.B. Neuroimaging of the Brain-Gut Axis: From Basic Understanding to Treatment of Functional GI Disorders. Gastroenterology 2006, 131, 1925–1942. [Google Scholar] [CrossRef] [PubMed]
- Mayer, E. The Mind-Gut Connection: How the Hidden Conversation Within Our Bodies Impacts Our Mood, Our Choices, and Our Overall Health. Nature 2016, 536, 146–147. [Google Scholar]
- Tanaka, M.; Nakayama, J. Development of the gut microbiota in infancy and its impact on health in later life. Allergol. Int. 2017, 66, 515–522. [Google Scholar] [CrossRef] [PubMed]
- Borre, Y.E.; O’Keeffe, G.; Clarke, G.; Stanton, C.; Dinan, T.; Cryan, J.F. Microbiota and neurodevelopmental windows: Implications for brain disorders. Trends Mol. Med. 2014, 20, 509–518. [Google Scholar] [CrossRef] [PubMed]
- Parker, A.; Fonseca, S.; Carding, S.R. Gut microbes and metabolites as modulators of blood-brain barrier integrity and brain health. Gut Microbes 2019, 11, 135–157. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Paysour, M.J.; Bolte, A.C.; Lukens, J.R. Crosstalk Between the Microbiome and Gestational Immunity in Autism-Related Disorders. DNA Cell Biol. 2019, 38, 405–409. [Google Scholar] [CrossRef]
- Gensollen, T.; Iyer, S.S.; Kasper, D.L.; Blumberg, R.S. How colonization by microbiota in early life shapes the immune system. Science 2016, 352, 539–544. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Flannery, J.; Callaghan, B.; Sharpton, T.; Fisher, P.; Pfeifer, J. Is adolescence the missing developmental link in Microbiome-Gut-Brain axis communication? Dev. Psychobiol. 2019, 61, 783–795. [Google Scholar] [CrossRef]
- Zhuang, L.; Chen, H.; Zhang, S.; Zhuang, J.; Li, Q.; Feng, Z. Intestinal Microbiota in Early Life and Its Implications on Childhood Health. Genom. Proteom. Bioinform. 2019, 17, 13–25. [Google Scholar] [CrossRef]
- Dong, T.S.; Gupta, A. Influence of Early Life, Diet, and the Environment on the Microbiome. Clin. Gastroenterol. Hepatol. 2018, 17, 231–242. [Google Scholar] [CrossRef]
- Francino, M.P. Antibiotics and the Human Gut Microbiome: Dysbioses and Accumulation of Resistances. Front. Microbiol. 2016, 6, 1543. [Google Scholar] [CrossRef] [Green Version]
- Reid, B.M.; Horne, R.; Donzella, B.; Szamosi, J.C.; Coe, C.L.; Foster, J.A.; Gunnar, M.R. Microbiota-immune alterations in adolescents following early life adversity: A proof of concept study. Dev. Psychobiol. 2020, 63, 851–863. [Google Scholar] [CrossRef] [PubMed]
- Carlson, A.; Xia, K.; Azcarate-Peril, M.A.; Goldman, B.D.; Ahn, M.; Styner, M.A.; Thompson, A.L.; Geng, X.; Gilmore, J.H.; Knickmeyer, R.C. Infant Gut Microbiome Associated with Cognitive Development. Biol. Psychiatry 2017, 83, 148–159. [Google Scholar] [CrossRef]
- Slykerman, R.F.; Thompson, J.; Waldie, K.; Murphy, R.; Wall, C.; Mitchell, E.A. Antibiotics in the first year of life and subsequent neurocognitive outcomes. Acta Paediatr. 2016, 106, 87–94. [Google Scholar] [CrossRef] [PubMed]
- Slykerman, R.F.; Coomarasamy, C.; Wickens, K.; Thompson, J.M.D.; Stanley, T.V.; Barthow, C.; Kang, J.; Crane, J.; Mitchell, E.A. Exposure to antibiotics in the first 24 months of life and neurocognitive outcomes at 11 years of age. Psychopharmacology 2019, 236, 1573–1582. [Google Scholar] [CrossRef] [PubMed]
- Aatsinki, A.-K.; Lahti, L.; Uusitupa, H.-M.; Munukka, E.; Keskitalo, A.; Nolvi, S.; O’Mahony, S.; Pietilä, S.; Elo, L.L.; Eerola, E.; et al. Gut microbiota composition is associated with temperament traits in infants. Brain Behav. Immun. 2019, 80, 849–858. [Google Scholar] [CrossRef] [PubMed]
- Aatsinki, A.-K.; Kataja, E.-L.; Munukka, E.; Lahti, L.; Keskitalo, A.; Korja, R.; Nolvi, S.; Häikiö, T.; Tarro, S.; Karlsson, H.; et al. Infant fecal microbiota composition and attention to emotional faces. Emotion 2020. [Google Scholar] [CrossRef]
- Christian, L.M.; Galley, J.D.; Hade, E.; Schoppe-Sullivan, S.; Dush, C.K.; Bailey, M. Gut microbiome composition is associated with temperament during early childhood. Brain Behav. Immun. 2014, 45, 118–127. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kelsey, C.M.; Prescott, S.; McCulloch, J.A.; Trinchieri, G.; Valladares, T.L.; Dreisbach, C.; Alhusen, J.; Grossmann, T. Gut microbiota composition is associated with newborn functional brain connectivity and behavioral temperament. Brain Behav. Immun. 2020, 91, 472–486. [Google Scholar] [CrossRef]
- Jang, S.-H.; Woo, Y.S.; Lee, S.-Y.; Bahk, W.-M. The Brain–Gut–Microbiome Axis in Psychiatry. Int. J. Mol. Sci. 2020, 21, 7122. [Google Scholar] [CrossRef]
- Lai, M.-C.; Kassee, C.; Besney, R.; Bonato, S.; Hull, L.; Mandy, W.; Szatmari, P.; Ameis, S.H. Prevalence of co-occurring mental health diagnoses in the autism population: A systematic review and meta-analysis. Lancet Psychiatry 2019, 6, 819–829. [Google Scholar] [CrossRef]
- Iglesias-Vázquez, L.; Riba, G.V.G.; Arija, V.; Canals, J. Composition of Gut Microbiota in Children with Autism Spectrum Disorder: A Systematic Review and Meta-Analysis. Nutrients 2020, 12, 792. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kim, Y.-K.; Shin, C. The Microbiota-Gut-Brain Axis in Neuropsychiatric Disorders: Pathophysiological Mechanisms and Novel Treatments. Curr. Neuropharmacol. 2018, 16, 559–573. [Google Scholar] [CrossRef] [PubMed]
- Yang, J.; Fu, X.; Liao, X.; Li, Y. Effects of gut microbial-based treatments on gut microbiota, behavioral symptoms, and gastrointestinal symptoms in children with autism spectrum disorder: A systematic review. Psychiatry Res. 2020, 293, 113471. [Google Scholar] [CrossRef]
- Al-Beltagi, M. Autism medical comorbidities. World J. Clin. Pediatr. 2021, 10, 15–28. [Google Scholar] [CrossRef]
- Dan, Z.; Mao, X.; Liu, Q.; Guo, M.; Zhuang, Y.; Liu, Z.; Chen, K.; Chen, J.; Xu, R.; Tang, J.; et al. Altered gut microbial profile is associated with abnormal metabolism activity of Autism Spectrum Disorder. Gut Microbes 2020, 11, 1246–1267. [Google Scholar] [CrossRef]
- Hughes, H.; Rose, D.; Ashwood, P. The Gut Microbiota and Dysbiosis in Autism Spectrum Disorders. Curr. Neurol. Neurosci. Rep. 2018, 18, 81. [Google Scholar] [CrossRef]
- Kang, D.-W.; Ilhan, Z.E.; Isern, N.G.; Hoyt, D.W.; Howsmon, D.P.; Shaffer, M.; Lozupone, C.A.; Hahn, J.; Adams, J.B.; Krajmalnik-Brown, R. Differences in fecal microbial metabolites and microbiota of children with autism spectrum disorders. Anaerobe 2018, 49, 121–131. [Google Scholar] [CrossRef]
- Needham, B.D.; Adame, M.D.; Serena, G.; Rose, D.R.; Preston, G.M.; Conrad, M.C.; Campbell, A.S.; Donabedian, D.H.; Fasano, A.; Ashwood, P.; et al. Plasma and Fecal Metabolite Profiles in Autism Spectrum Disorder. Biol. Psychiatry 2020, 89, 451–462. [Google Scholar] [CrossRef]
- Parracho, H.M.R.T.; Bingham, M.O.; Gibson, G.R.; McCartney, A.L. Differences between the gut microflora of children with autistic spectrum disorders and that of healthy children. J. Med. Microbiol. 2005, 54, 987–991. [Google Scholar] [CrossRef] [PubMed]
- Tomova, A.; Husarova, V.; Lakatosova, S.; Bakos, J.; Vlkova, B.; Babinska, K.; Ostatnikova, D. Gastrointestinal microbiota in children with autism in Slovakia. Physiol. Behav. 2015, 138, 179–187. [Google Scholar] [CrossRef]
- Mortera, S.L.; Vernocchi, P.; Basadonne, I.; Zandonà, A.; Chierici, M.; Durighello, M.; Marzano, V.; Gardini, S.; Gasbarrini, A.; Urbani, A.; et al. A metaproteomic-based gut microbiota profiling in children affected by autism spectrum disorders. J. Proteom. 2021, 251, 104407. [Google Scholar] [CrossRef] [PubMed]
- Fattorusso, A.; Di Genova, L.; Dell’Isola, G.B.; Mencaroni, E.; Esposito, S. Autism Spectrum Disorders and the Gut Microbiota. Nutrients 2019, 11, 521. [Google Scholar] [CrossRef] [Green Version]
- Sherwin, E.; Bordenstein, S.R.; Quinn, J.L.; Dinan, T.G.; Cryan, J.F. Microbiota and the social brain. Science 2019, 366. [Google Scholar] [CrossRef] [PubMed]
- Archie, E.A.; Tung, J. Social behavior and the microbiome. Curr. Opin. Behav. Sci. 2015, 6, 28–34. [Google Scholar] [CrossRef] [Green Version]
- Münger, E.; Montiel-Castro, A.J.; Langhans, W.; Pacheco-López, G. Reciprocal Interactions between Gut Microbiota and Host Social Behavior. Front. Integr. Neurosci. 2018, 12, 21. [Google Scholar] [CrossRef] [PubMed]
- Needham, B.; Tang, W.; Wu, W.-L. Searching for the gut microbial contributing factors to social behavior in rodent models of autism spectrum disorder. Dev. Neurobiol. 2018, 78, 474–499. [Google Scholar] [CrossRef] [PubMed]
- Buffington, S.A.; di Prisco, G.V.; Auchtung, T.A.; Ajami, N.J.; Petrosino, J.F.; Costa-Mattioli, M. Microbial Reconstitution Reverses Maternal Diet-Induced Social and Synaptic Deficits in Offspring. Cell 2016, 165, 1762–1775. [Google Scholar] [CrossRef] [Green Version]
- Kamimura, I.; Kaneko, R.; Morita, H.; Mogi, K.; Kikusui, T. Microbial colonization history modulates anxiety-like and complex social behavior in mice. Neurosci. Res. 2021, 168, 64–75. [Google Scholar] [CrossRef]
- Desbonnet, L.; Clarke, G.; Shanahan, F.; Dinan, T.G.; Cryan, J.F. Microbiota is essential for social development in the mouse. Mol. Psychiatry 2014, 19, 146–148. [Google Scholar] [CrossRef]
- Golubeva, A.V.; Joyce, S.A.; Moloney, G.; Burokas, A.; Sherwin, E.; Arboleya, S.; Flynn, I.; Khochanskiy, D.; Moya-Pérez, A.; Peterson, V.; et al. Microbiota-related Changes in Bile Acid & Tryptophan Metabolism are Associated with Gastrointestinal Dysfunction in a Mouse Model of Autism. EBioMedicine 2017, 24, 166–178. [Google Scholar] [CrossRef] [Green Version]
- Hsiao, E.Y.; McBride, S.W.; Hsien, S.; Sharon, G.; Hyde, E.R.; McCue, T.; Codelli, J.A.; Chow, J.; Reisman, S.E.; Petrosino, J.F.; et al. Microbiota Modulate Behavioral and Physiological Abnormalities Associated with Neurodevelopmental Disorders. Cell 2013, 155, 1451–1463. [Google Scholar] [CrossRef] [Green Version]
- Wang, L.; Christophersen, C.T.; Sorich, M.J.; Gerber, J.P.; Angley, M.T.; Conlon, M.A. Low Relative Abundances of the Mucolytic Bacterium Akkermansia muciniphila and Bifidobacterium spp. in Feces of Children with Autism. Appl. Environ. Microbiol. 2011, 77, 6718–6721. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Finegold, S.M. Desulfovibrio species are potentially important in regressive autism. Med. Hypotheses 2011, 77, 270–274. [Google Scholar] [CrossRef]
- Vuong, H.E.; Hsiao, E.Y. Emerging Roles for the Gut Microbiome in Autism Spectrum Disorder. Biol. Psychiatry 2016, 81, 411–423. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Xu, M.; Xu, X.; Li, J.; Li, F. Association between Gut Microbiota and Autism Spectrum Disorder: A Systematic Review and Meta-Analysis. Front. Psychiatry 2019, 10, 473. [Google Scholar] [CrossRef]
- Sharon, G.; Cruz, N.J.; Kang, D.-W.; Gandal, M.J.; Wang, B.; Kim, Y.-M.; Zink, E.M.; Casey, C.P.; Taylor, B.C.; Lane, C.J.; et al. Human Gut Microbiota from Autism Spectrum Disorder Promote Behavioral Symptoms in Mice. Cell 2019, 177, 1600–1618.e17. [Google Scholar] [CrossRef] [Green Version]
- Xiao, L.; Yan, J.; Yang, T.; Zhu, J.; Li, T.; Wei, H.; Chen, J. Fecal Microbiome Transplantation from Children with Autism Spectrum Disorder Modulates Tryptophan and Serotonergic Synapse Metabolism and Induces Altered Behaviors in Germ-Free Mice. mSystems 2021, 6. [Google Scholar] [CrossRef]
- FAO/WHO. Evaluation of Health and Nutritional Properties of Powder Milk and Live Lactic Acid Bacteria. Food and Agriculture Organization of the United Nations and World Health Organization Expert Consultation Report. 2001. Available online: https://www.fao.org/tempref/docrep/fao/meeting/009/y6398e.pdf (accessed on 5 November 2021).
- Isolauri, E.; Salminen, S.; Rautava, S. Early Microbe Contact and Obesity Risk. J. Pediatr. Gastroenterol. Nutr. 2016, 63, S3–S5. [Google Scholar] [CrossRef] [Green Version]
- Pärtty, A.; Rautava, S.; Kalliomäki, M. Probiotics on Pediatric Functional Gastrointestinal Disorders. Nutrients 2018, 10, 1836. [Google Scholar] [CrossRef] [Green Version]
- Patusco, R.; Ziegler, J. Role of Probiotics in Managing Gastrointestinal Dysfunction in Children with Autism Spectrum Disorder: An Update for Practitioners. Adv. Nutr. 2018, 9, 637–650. [Google Scholar] [CrossRef]
- Wilkins, T.; Sequoia, J. Probiotics for Gastrointestinal Conditions: A Summary of the Evidence. Am. Fam. Physician 2017, 96, 170–178. [Google Scholar]
- Haddad, F.L.; Patel, S.V.; Schmid, S. Maternal Immune Activation by Poly I:C as a preclinical Model for Neurodevelopmental Disorders: A focus on Autism and Schizophrenia. Neurosci. Biobehav. Rev. 2020, 113, 546–567. [Google Scholar] [CrossRef] [PubMed]
- Liu, Y.-W.; Liong, M.T.; Chung, Y.-C.E.; Huang, H.-Y.; Peng, W.-S.; Cheng, Y.-F.; Lin, Y.-S.; Wu, Y.-Y.; Tsai, Y.-C. Effects of Lactobacillus plantarum PS128 on Children with Autism Spectrum Disorder in Taiwan: A Randomized, Double-Blind, Placebo-Controlled Trial. Nutrients 2019, 11, 820. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Meyyappan, A.C.; Forth, E.; Wallace, C.J.K.; Milev, R. Effect of fecal microbiota transplant on symptoms of psychiatric disorders: A systematic review. BMC Psychiatry 2020, 20, 299. [Google Scholar] [CrossRef]
- Kang, D.-W.; Adams, J.B.; Gregory, A.C.; Borody, T.; Chittick, L.; Fasano, A.; Khoruts, A.; Geis, E.; Maldonado, J.; McDonough-Means, S.; et al. Microbiota Transfer Therapy alters gut ecosystem and improves gastrointestinal and autism symptoms: An open-label study. Microbiome 2017, 5, 10. [Google Scholar] [CrossRef] [PubMed]
- Kang, D.-W.; Adams, J.B.; Coleman, D.M.; Pollard, E.L.; Maldonado, J.; McDonough-Means, S.; Caporaso, J.G.; Krajmalnik-Brown, R. Long-term benefit of Microbiota Transfer Therapy on autism symptoms and gut microbiota. Sci. Rep. 2019, 9, 5821. [Google Scholar] [CrossRef] [PubMed]
- Adams, J.B.; Vargason, T.; Kang, D.-W.; Krajmalnik-Brown, R.; Hahn, J. Multivariate Analysis of Plasma Metabolites in Children with Autism Spectrum Disorder and Gastrointestinal Symptoms Before and After Microbiota Transfer Therapy. Processes 2019, 7, 806. [Google Scholar] [CrossRef] [Green Version]
- Qureshi, F.; Adams, J.; Hanagan, K.; Kang, D.-W.; Krajmalnik-Brown, R.; Hahn, J. Multivariate Analysis of Fecal Metabolites from Children with Autism Spectrum Disorder and Gastrointestinal Symptoms before and after Microbiota Transfer Therapy. J. Pers. Med. 2020, 10, 152. [Google Scholar] [CrossRef] [PubMed]
- Chen, K.; Fu, Y.; Wang, Y.; Liao, L.; Xu, H.; Zhang, A.; Zhang, J.; Fan, L.; Ren, J.; Fang, B. Therapeutic Effects of the In Vitro Cultured Human Gut Microbiota as Transplants on Altering Gut Microbiota and Improving Symptoms Associated with Autism Spectrum Disorder. Microb. Ecol. 2020, 80, 475–486. [Google Scholar] [CrossRef] [PubMed]
- Cervenka, I.; Agudelo, L.Z.; Ruas, J.L. Kynurenines: Tryptophan’s metabolites in exercise, inflammation, and mental health. Science 2017, 357, eaaf9794. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Taleb, S. Tryptophan Dietary Impacts Gut Barrier and Metabolic Diseases. Front. Immunol. 2019, 10, 2113. [Google Scholar] [CrossRef]
- Gao, K.; Mu, C.-L.; Farzi, A.; Zhu, W.-Y. Tryptophan Metabolism: A Link between the Gut Microbiota and Brain. Adv. Nutr. 2019, 11, 709–723. [Google Scholar] [CrossRef]
- de Angelis, M.; Piccolo, M.; Vannini, L.; Siragusa, S.; de Giacomo, A.; Serrazzanetti, D.I.; Cristofori, F.; Guerzoni, M.E.; Gobbetti, M.; Francavilla, R. Fecal Microbiota and Metabolome of Children with Autism and Pervasive Developmental Disorder Not Otherwise Specified. PLoS ONE 2013, 8, e76993. [Google Scholar] [CrossRef] [Green Version]
- Gevi, F.; Zolla, L.; Gabriele, S.; Persico, A.M. Urinary metabolomics of young Italian autistic children supports abnormal tryptophan and purine metabolism. Mol. Autism 2016, 7, 47. [Google Scholar] [CrossRef] [Green Version]
- Kaur, H.; Bose, C.; Mande, S.S. Tryptophan Metabolism by Gut Microbiome and Gut-Brain-Axis: An In Silico Analysis. Front. Neurosci. 2019, 13, 1365. [Google Scholar] [CrossRef]
- Roth, W.; Zadeh, K.; Vekariya, R.; Ge, Y.; Mohamadzadeh, M. Tryptophan Metabolism and Gut-Brain Homeostasis. Int. J. Mol. Sci. 2021, 22, 2973. [Google Scholar] [CrossRef] [PubMed]
- Diémé, B.; Mavel, S.; Blasco, H.; Tripi, G.; Bonnet-Brilhault, F.; Malvy, J.; Bocca, C.; Andres, C.R.; Nadal-Desbarats, L.; Emond, P. Metabolomics Study of Urine in Autism Spectrum Disorders Using a Multiplatform Analytical Methodology. J. Proteome Res. 2015, 14, 5273–5282. [Google Scholar] [CrossRef] [Green Version]
- Olesova, D.; Galba, J.; Piestansky, J.; Celusakova, H.; Repiska, G.; Babinska, K.; Ostatnikova, D.; Katina, S.; Kovac, A. A Novel UHPLC-MS Method Targeting Urinary Metabolomic Markers for Autism Spectrum Disorder. Metabolites 2020, 10, 443. [Google Scholar] [CrossRef]
- Kennedy, P.J.; Cryan, J.F.; Dinan, T.G.; Clarke, G. Kynurenine pathway metabolism and the microbiota-gut-brain axis. Neuropharmacology 2017, 112, 399–412. [Google Scholar] [CrossRef] [PubMed]
- Savino, R.; Carotenuto, M.; Polito, A.; di Noia, S.; Albenzio, M.; Scarinci, A.; Ambrosi, A.; Sessa, F.; Tartaglia, N.; Messina, G. Analyzing the Potential Biological Determinants of Autism Spectrum Disorder: From Neuroinflammation to the Kynurenine Pathway. Brain Sci. 2020, 10, 631. [Google Scholar] [CrossRef]
- Lim, C.K.; Essa, M.M.; Martins, R.D.P.; Lovejoy, D.B.; Bilgin, A.; Waly, M.; Al-Farsi, Y.M.; Al-Sharbati, M.; Al-Shaffae, M.A.; Guillemin, G. Altered kynurenine pathway metabolism in autism: Implication for immune-induced glutamatergic activity. Autism Res. 2015, 9, 621–631. [Google Scholar] [CrossRef] [PubMed]
- Bryn, V.; Verkerk, R.; Skjeldal, O.H.; Saugstad, O.D.; Ormstad, H. Kynurenine Pathway in Autism Spectrum Disorders in Children. Neuropsychobiology 2017, 76, 82–88. [Google Scholar] [CrossRef]
- Luna, R.A.; Oezguen, N.; Balderas, M.; Venkatachalam, A.; Runge, J.K.; Versalovic, J.; Veenstra-VanderWeele, J.; Anderson, G.M.; Savidge, T.; Williams, K.C. Distinct Microbiome-Neuroimmune Signatures Correlate with Functional Abdominal Pain in Children with Autism Spectrum Disorder. Cell. Mol. Gastroenterol. Hepatol. 2016, 3, 218–230. [Google Scholar] [CrossRef] [Green Version]
- Jenkins, T.A.; Nguyen, J.C.D.; Polglaze, K.E.; Bertrand, P.P. Influence of Tryptophan and Serotonin on Mood and Cognition with a Possible Role of the Gut-Brain Axis. Nutrients 2016, 8, 56. [Google Scholar] [CrossRef]
- O’Mahony, S.M.; Clarke, G.; Borre, Y.E.; Dinan, T.G.; Cryan, J.F. Serotonin, tryptophan metabolism and the brain-gut-microbiome axis. Behav. Brain Res. 2015, 277, 32–48. [Google Scholar] [CrossRef] [PubMed]
- Terry, N.; Margolis, K.G. Serotonergic Mechanisms Regulating the GI Tract: Experimental Evidence and Therapeutic Relevance. Gastrointest. Pharmacol. 2016, 239, 319–342. [Google Scholar] [CrossRef] [Green Version]
- Yano, J.M.; Yu, K.; Donaldson, G.P.; Shastri, G.G.; Ann, P.; Ma, L.; Nagler, C.R.; Ismagilov, R.F.; Mazmanian, S.K.; Hsiao, E.Y. Indigenous Bacteria from the Gut Microbiota Regulate Host Serotonin Biosynthesis. Cell 2015, 161, 264–276. [Google Scholar] [CrossRef] [Green Version]
- Palego, L.; Betti, L.; Rossi, A.; Giannaccini, G. Tryptophan Biochemistry: Structural, Nutritional, Metabolic, and Medical Aspects in Humans. J. Amino Acids 2016, 2016, 8952520. [Google Scholar] [CrossRef] [Green Version]
- Gabriele, S.; Sacco, R.; Persico, A.M. Blood serotonin levels in autism spectrum disorder: A systematic review and meta-analysis. Eur. Neuropsychopharmacol. 2014, 24, 919–929. [Google Scholar] [CrossRef] [PubMed]
- Muller, C.; Anacker, A.; Veenstra-VanderWeele, J. The serotonin system in autism spectrum disorder: From biomarker to animal models. Neuroscience 2015, 321, 24–41. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Anderson, G.M.; Horne, W.C.; Chatterjee, D.; Cohen, D.J. The Hyperserotonemia of Autism. Ann. N. Y. Acad. Sci. 1990, 600, 331–340. [Google Scholar] [CrossRef] [PubMed]
- Lim, J.S.; Lim, M.Y.; Choi, Y.; Ko, G. Modeling environmental risk factors of autism in mice induces IBD-related gut microbial dysbiosis and hyperserotonemia. Mol. Brain 2017, 10, 14. [Google Scholar] [CrossRef] [Green Version]
- Tanaka, M.; Sato, A.; Kasai, S.; Hagino, Y.; Kotajima-Murakami, H.; Kashii, H.; Takamatsu, Y.; Nishito, Y.; Inagaki, M.; Mizuguchi, M.; et al. Brain hyperserotonemia causes autism-relevant social deficits in mice. Mol. Autism 2018, 9, 60. [Google Scholar] [CrossRef] [PubMed]
- Marler, S.; Ferguson, B.J.; Lee, E.B.; Peters, B.; Williams, K.C.; McDonnell, E.; Macklin, E.A.; Levitt, P.; Gillespie, C.H.; Anderson, G.M.; et al. Brief Report: Whole Blood Serotonin Levels and Gastrointestinal Symptoms in Autism Spectrum Disorder. J. Autism Dev. Disord. 2015, 46, 1124–1130. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Israelyan, N.; Margolis, K.G. Serotonin as a link between the gut-brain-microbiome axis in autism spectrum disorders. Pharmacol. Res. 2018, 132, 1–6. [Google Scholar] [CrossRef]
- Veenstra-VanderWeele, J.; Muller, C.L.; Iwamoto, H.; Sauer, J.E.; Owens, W.A.; Shah, C.R.; Cohen, J.; Mannangatti, P.; Jessen, T.; Thompson, B.; et al. Autism gene variant causes hyperserotonemia, serotonin receptor hypersensitivity, social impairment and repetitive behavior. Proc. Natl. Acad. Sci. USA 2012, 109, 5469–5474. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Abdulamir, H.A.; Rasheed, O.F.A.; Abdulghani, E.A. Serotonin and serotonin transporter levels in autistic children. Saudi Med. J. 2018, 39, 487–494. [Google Scholar] [CrossRef]
- Garbarino, V.R.; Gilman, T.L.; Daws, L.C.; Gould, G.G. Extreme enhancement or depletion of serotonin transporter function and serotonin availability in autism spectrum disorder. Pharmacol. Res. 2018, 140, 85–99. [Google Scholar] [CrossRef]
- Gould, G.G.; Hensler, J.G.; Burke, T.F.; Benno, R.H.; Onaivi, E.S.; Daws, L.C. Density and function of central serotonin (5-HT) transporters, 5-HT1A and 5-HT2A receptors, and effects of their targeting on BTBR T+tf/J mouse social behavior. J. Neurochem. 2010, 116, 291–303. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gould, G.G.; Burke, T.F.; Osorio, M.D.; Smolik, C.M.; Zhang, W.Q.; Onaivi, E.S.; Gu, T.-T.; DeSilva, M.N.; Hensler, J.G. Enhanced novelty-induced corticosterone spike and upregulated serotonin 5-HT1A and cannabinoid CB1 receptors in adolescent BTBR mice. Psychoneuroendocrinology 2013, 39, 158–169. [Google Scholar] [CrossRef] [Green Version]
- Banker, S.M.; Gu, X.; Schiller, D.; Foss-Feig, J.H. Hippocampal contributions to social and cognitive deficits in autism spectrum disorder. Trends Neurosci. 2021, 44, 793–807. [Google Scholar] [CrossRef]
- Chadman, K.K. Fluoxetine but not risperidone increases sociability in the BTBR mouse model of autism. Pharmacol. Biochem. Behav. 2011, 97, 586–594. [Google Scholar] [CrossRef]
- Zhang, W.Q.; Smolik, C.M.; Barba-Escobedo, P.A.; Gamez, M.; Sanchez, J.J.; Javors, M.A.; Daws, L.C.; Gould, G.G. Acute dietary tryptophan manipulation differentially alters social behavior, brain serotonin and plasma corticosterone in three inbred mouse strains. Neuropharmacology 2014, 90, 1–8. [Google Scholar] [CrossRef] [Green Version]
- Fung, T.C.; Vuong, H.E.; Luna, C.D.G.; Pronovost, G.N.; Aleksandrova, A.; Riley, N.G.; Vavilina, A.; McGinn, J.; Rendon, T.; Forrest, L.R.; et al. Intestinal serotonin and fluoxetine exposure modulate bacterial colonization in the gut. Nat. Microbiol. 2019, 4, 2064–2073. [Google Scholar] [CrossRef]
- Beversdorf, D.Q.; Nordgren, R.E.; Bonab, A.A.; Fischman, A.J.; Weise, S.B.; Dougherty, D.D.; Felopulos, G.J.; Zhou, F.C.; Bauman, M.L. 5-HT2Receptor Distribution Shown by [18F] Setoperone PET in High-Functioning Autistic Adults. J. Neuropsychiatry Clin. Neurosci. 2012, 24, 191–197. [Google Scholar] [CrossRef]
- Nakamura, K.; Sekine, Y.; Ouchi, Y.; Tsujii, M.; Yoshikawa, E.; Futatsubashi, M.; Tsuchiya, K.; Sugihara, G.; Iwata, Y.; Suzuki, K.; et al. Brain Serotonin and Dopamine Transporter Bindings in Adults with High-Functioning Autism. Arch. Gen. Psychiatry 2010, 67, 59–68. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Andersson, M.; Tangen, Ä.; Farde, L.; Bölte, S.; Halldin, C.; Borg, J.; Lundberg, J. Serotonin transporter availability in adults with autism—a positron emission tomography study. Mol. Psychiatry 2020, 26, 1647–1658. [Google Scholar] [CrossRef] [PubMed]
- Lesch, K.-P.; Bengel, D.; Heils, A.; Sabol, S.Z.; Greenberg, B.D.; Petri, S.; Benjamin, J.; Müller, C.R.; Hamer, D.H.; Murphy, D.L. Association of Anxiety-Related Traits with a Polymorphism in the Serotonin Transporter Gene Regulatory Region. Science 1996, 274, 1527–1531. [Google Scholar] [CrossRef]
- Brune, C.W.; Kim, S.-J.; Salt, J.; Leventhal, B.L.; Lord, C.; Cook, E. 5-HTTLPR Genotype-Specific Phenotype in Children and Adolescents with Autism. Am. J. Psychiatry 2006, 163, 2148–2156. [Google Scholar] [CrossRef]
- Tordjman, S.; Gutknecht, L.; Carlier, M.; Spitz, E.; Antoine, C.; Slama, F.; Carsalade, V.; Cohen, D.J.; Ferrari, P.; Roubertoux, P.L.; et al. Role of the serotonin transporter gene in the behavioral expression of autism. Mol. Psychiatry 2001, 6, 434–439. [Google Scholar] [CrossRef] [Green Version]
- Buckner, R.L.; Andrews-Hanna, E.J.R.; Schactera, D.L. The Brain’s Default Network: Anatomy, Function, and Relevance to Disease. Ann. N. Y. Acad. Sci. 2008, 1124, 1–38. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Wiggins, J.L.; Peltier, S.J.; Bedoyan, J.K.; Carrasco, M.; Welsh, R.C.; Martin, D.M.; Lord, C.; Monk, C.S. The impact of serotonin transporter genotype on default network connectivity in children and adolescents with autism spectrum disorders. NeuroImage Clin. 2012, 2, 17–24. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Velasquez, F.; Wiggins, J.L.; Mattson, W.I.; Martin, D.M.; Lord, C.; Monk, C.S. The influence of 5-HTTLPR transporter genotype on amygdala-subgenual anterior cingulate cortex connectivity in autism spectrum disorder. Dev. Cogn. Neurosci. 2016, 24, 12–20. [Google Scholar] [CrossRef]
- Wiggins, J.L.; Swartz, J.; Martin, D.M.; Lord, C.; Monk, C.S. Serotonin transporter genotype impacts amygdala habituation in youth with autism spectrum disorders. Soc. Cogn. Affect. Neurosci. 2013, 9, 832–838. [Google Scholar] [CrossRef] [PubMed]
- Wang, H.; Yin, F.; Gao, J.; Fan, X. Association Between 5-HTTLPR Polymorphism and the Risk of Autism: A Meta-Analysis Based on Case-Control Studies. Front. Psychiatry 2019, 10. [Google Scholar] [CrossRef]
- Wong, N.M.L.; Findon, J.L.; Wichers, R.H.; Giampietro, V.; Stoencheva, V.; Murphy, C.M.; Blainey, S.; Ecker, C.; Murphy, D.G.; McAlonan, G.M.; et al. Serotonin differentially modulates the temporal dynamics of the limbic response to facial emotions in male adults with and without autism spectrum disorder (ASD): A randomised placebo-controlled single-dose crossover trial. Neuropsychopharmacology 2020, 45, 2248–2256. [Google Scholar] [CrossRef]
- Daly, E.M.; Deeley, Q.; Ecker, C.; Craig, M.; Hallahan, B.; Murphy, C.M.; Johnston, P.; Spain, D.; Gillan, N.; Brammer, M.; et al. Serotonin and the Neural Processing of Facial Emotions in Adults with Autism. Arch. Gen. Psychiatry 2012, 69, 1003. [Google Scholar] [CrossRef] [PubMed]
- Daly, E.M.; Ecker, C.; Hallahan, B.; Deeley, Q.; Craig, M.; Murphy, C.M.; Johnston, P.; Spain, D.; Gillan, N.; Gudbrandsen, M.; et al. Response inhibition and serotonin in autism: A functional MRI study using acute tryptophan depletion. Brain 2014, 137, 2600–2610. [Google Scholar] [CrossRef] [Green Version]
- Adams, J.B.; Audhya, T.; McDonough-Means, S.; Rubin, R.A.; Quig, D.; Geis, E.; Gehn, E.; Loresto, M.; Mitchell, J.; Atwood, S.; et al. Nutritional and metabolic status of children with autism vs. neurotypical children, and the association with autism severity. Nutr. Metab. 2011, 8, 34. [Google Scholar] [CrossRef] [Green Version]
- Kałuzna-Czaplinska, J.; Michalska, M.; Rynkowski, J. Determination of tryptophan in urine of autistic and healthy children by gas chromatography/mass spectrometry. Med. Sci. Monit. 2010, 16, CR488–CR492. [Google Scholar]
- Naushad, S.M.; Jain, J.M.N.; Prasad, C.K.; Naik, U.; Akella, R.R.D. Autistic children exhibit distinct plasma amino acid profile. Indian J. Biochem. Biophys. 2013, 50, 474–478. [Google Scholar] [PubMed]
- Boccuto, L.; Chen, C.-F.; Pittman, A.R.; Skinner, C.D.; McCartney, H.J.; Jones, K.; Bochner, B.R.; Stevenson, R.E.; Schwartz, C.E. Decreased tryptophan metabolism in patients with autism spectrum disorders. Mol. Autism 2013, 4, 16. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kałużna-Czaplińska, J.; Jóźwik-Pruska, J.; Chirumbolo, S.; Bjørklund, G. Tryptophan status in autism spectrum disorder and the influence of supplementation on its level. Metab. Brain Dis. 2017, 32, 1585–1593. [Google Scholar] [CrossRef] [Green Version]
- Ooi, Y.P.; Weng, S.-J.; Kossowsky, J.; Gerger, H.; Sung, M. Oxytocin and Autism Spectrum Disorders: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Pharmacopsychiatry 2016, 50, 5–13. [Google Scholar] [CrossRef] [PubMed]
- Maes, M.; Anderson, G.; Medina, S.R.B.; Seo, M.; Ojala, J.O. Integrating Autism Spectrum Disorder Pathophysiology: Mitochondria, Vitamin A, CD38, Oxytocin, Serotonin and Melatonergic Alterations in the Placenta and Gut. Curr. Pharm. Des. 2020, 25, 4405–4420. [Google Scholar] [CrossRef]
- Liu, P.; Peng, G.; Zhang, N.; Wang, B.; Luo, B. Crosstalk Between the Gut Microbiota and the Brain: An Update on Neuroimaging Findings. Front. Neurol. 2019, 10, 883. [Google Scholar] [CrossRef] [Green Version]
- Izuno, S.; Yoshihara, K.; Sudo, N. Role of Gut Microbiota in the Pathophysiology of Stress-Related Disorders: Evidence from Neuroimaging Studies. Ann. Nutr. Metab. 2021, 77, 4–10. [Google Scholar] [CrossRef]
- Baron-Cohen, S.; Ring, H.; Bullmore, E.; Wheelwright, S.; Ashwin, C.; Williams, S. The amygdala theory of autism. Neurosci. Biobehav. Rev. 2000, 24, 355–364. [Google Scholar] [CrossRef]
- Leung, R.C.; Pang, E.W.; Anagnostou, E.; Taylor, M.J. Young Adults with Autism Spectrum Disorder Show Early Atypical Neural Activity during Emotional Face Processing. Front. Hum. Neurosci. 2018, 12, 57. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- di Martino, A.; Ross, K.; Uddin, L.; Sklar, A.B.; Castellanos, F.; Milham, M.P. Functional Brain Correlates of Social and Nonsocial Processes in Autism Spectrum Disorders: An Activation Likelihood Estimation Meta-Analysis. Biol. Psychiatry 2009, 65, 63–74. [Google Scholar] [CrossRef] [Green Version]
- Francis, S.M.; Camchong, J.; Brickman, L.; Goelkel-Garcia, L.; Mueller, B.A.; Tseng, A.; Lim, K.; Jacob, S. Hypoconnectivity of insular resting-state networks in adolescents with Autism Spectrum Disorder. Psychiatry Res. Neuroimaging 2018, 283, 104–112. [Google Scholar] [CrossRef] [PubMed]
- Kliemann, D.; Dziobek, I.; Hatri, A.; Baudewig, J.; Heekeren, H. The Role of the Amygdala in Atypical Gaze on Emotional Faces in Autism Spectrum Disorders. J. Neurosci. 2012, 32, 9469–9476. [Google Scholar] [CrossRef]
- Nomi, J.S.; Molnar-Szakacs, I.; Uddin, L.Q. Insular function in autism: Update and future directions in neuroimaging and interventions. Prog. Neuro-Psychopharmacol. Biol. Psychiatry 2018, 89, 412–426. [Google Scholar] [CrossRef]
- Richey, J.A.; Damiano, C.R.; Sabatino, A.; Rittenberg, A.; Petty, C.; Bizzell, J.; Voyvodic, J.; Heller, A.S.; Coffman, M.C.; Smoski, M.; et al. Neural Mechanisms of Emotion Regulation in Autism Spectrum Disorder. J. Autism Dev. Disord. 2015, 45, 3409–3423. [Google Scholar] [CrossRef] [Green Version]
- Rosenblau, G.; Kliemann, D.; Lemme, B.; Walter, H.; Heekeren, H.R.; Dziobek, I. The role of the amygdala in naturalistic mentalising in typical development and in autism spectrum disorder. Br. J. Psychiatry 2016, 208, 556–564. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Senju, A.; Johnson, M. Atypical eye contact in autism: Models, mechanisms and development. Neurosci. Biobehav. Rev. 2009, 33, 1204–1214. [Google Scholar] [CrossRef] [Green Version]
- Silani, G.; Bird, G.; Brindley, R.; Singer, T.; Frith, C.; Frith, U. Levels of emotional awareness and autism: An fMRI study. Soc. Neurosci. 2008, 3, 97–112. [Google Scholar] [CrossRef] [Green Version]
- Tottenham, N.; Hertzig, M.E.; Gillespie-Lynch, K.; Gilhooly, T.; Millner, A.J.; Casey, B. Elevated amygdala response to faces and gaze aversion in autism spectrum disorder. Soc. Cogn. Affect. Neurosci. 2013, 9, 106–117. [Google Scholar] [CrossRef] [Green Version]
- Uddin, L.Q.; Menon, V. The anterior insula in autism: Under-connected and under-examined. Neurosci. Biobehav. Rev. 2009, 33, 1198–1203. [Google Scholar] [CrossRef] [Green Version]
- Ebisch, S.J.; Gallese, V.; Willems, R.M.; Mantini, D.; Groen, W.B.; Romani, G.L.; Buitelaar, J.K.; Bekkering, H. Altered intrinsic functional connectivity of anterior and posterior insula regions in high-functioning participants with autism spectrum disorder. Hum. Brain Mapp. 2010, 32, 1013–1028. [Google Scholar] [CrossRef] [PubMed]
- Fishman, I.; Linke, A.C.; Hau, J.; Carper, R.A.; Müller, R.-A. Atypical Functional Connectivity of Amygdala Related to Reduced Symptom Severity in Children with Autism. J. Am. Acad. Child Adolesc. Psychiatry 2018, 57, 764–774.e3. [Google Scholar] [CrossRef]
- Odriozola, P.; Dajani, D.R.; Burrows, C.; Gabard-Durnam, L.J.; Goodman, E.; Baez, A.C.; Tottenham, N.; Uddin, L.Q.; Gee, D.G. Atypical frontoamygdala functional connectivity in youth with autism. Dev. Cogn. Neurosci. 2018, 37, 100603. [Google Scholar] [CrossRef]
- Ogai, M.; Matsumoto, H.; Suzuki, K.; Ozawa, F.; Fukuda, R.; Uchiyama, I.; Suckling, J.; Isoda, H.; Mori, N.; Takei, N. fMRI study of recognition of facial expressions in high-functioning autistic patients. Neuroreport 2003, 14, 559–563. [Google Scholar] [CrossRef] [PubMed]
- Pitskel, N.B.; Bolling, D.; Kaiser, M.D.; Pelphrey, K.A.; Crowley, M.J. Neural systems for cognitive reappraisal in children and adolescents with autism spectrum disorder. Dev. Cogn. Neurosci. 2014, 10, 117–128. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hagen, E.A.H.V.D.; Stoyanova, R.S.; Baron-Cohen, S.; Calder, A.J. Reduced functional connectivity within and between ‘social’ resting state networks in autism spectrum conditions. Soc. Cogn. Affect. Neurosci. 2012, 8, 694–701. [Google Scholar] [CrossRef] [PubMed]
- Gongora, M.; Teixeira, S.; Martins, L.; Marinho, V.; Velasques, B.; Moraes, L.; Nicoliche, E.; Bastos, V.H.; Nunes, M.; Cartier, C.; et al. Neurobiological evidences, functional and emotional aspects associated with the amygdala: From “What is it?” to “What’s to be done? Neuropsychiatry 2019, 9, 749–751. [Google Scholar]
- Cowan, C.S.M.; Hoban, A.E.; Ventura-Silva, A.P.; Dinan, T.G.; Clarke, G.; Cryan, J.F. Gutsy Moves: The Amygdala as a Critical Node in Microbiota to Brain Signaling. BioEssays 2017, 40. [Google Scholar] [CrossRef] [Green Version]
- Seo, M. Gut-Amygdala Interactions in Autism Spectrum Disorders: Developmental Roles via regulating Mitochondria, Exosomes, Immunity and microRNAs. Curr. Pharm. Des. 2020, 25, 4344–4356. [Google Scholar] [CrossRef] [PubMed]
- Luczynski, P.; Whelan, S.O.; O’Sullivan, C.; Clarke, G.; Shanahan, F.; Dinan, T.; Cryan, J.F. Adult microbiota-deficient mice have distinct dendritic morphological changes: Differential effects in the amygdala and hippocampus. Eur. J. Neurosci. 2016, 44, 2654–2666. [Google Scholar] [CrossRef] [Green Version]
- Hoban, A.E.; Stilling, R.; Moloney, G.; Moloney, R.D.; Shanahan, F.; Dinan, T.G.; Cryan, J.F.; Clarke, G. Microbial regulation of microRNA expression in the amygdala and prefrontal cortex. Microbiome 2017, 5, 102. [Google Scholar] [CrossRef] [Green Version]
- Stilling, R.M.; Ryan, F.J.; Hoban, A.E.; Shanahan, F.; Clarke, G.; Claesson, M.J.; Dinan, T.G.; Cryan, J.F. Microbes & neurodevelopment—Absence of microbiota during early life increases activity-related transcriptional pathways in the amygdala. Brain Behav. Immun. 2015, 50, 209–220. [Google Scholar] [CrossRef] [PubMed]
- Stilling, R.M.; Moloney, G.M.; Ryan, F.J.; Hoban, A.E.; Bastiaanssen, T.F.; Shanahan, F.; Clarke, G.; Claesson, M.J.; Dinan, T.G.; Cryan, J.F. Social interaction-induced activation of RNA splicing in the amygdala of microbiome-deficient mice. eLife 2018, 7, e33070. [Google Scholar] [CrossRef] [Green Version]
- Lobzhanidze, G.; Lordkipanidze, T.; Zhvania, M.; Japaridze, N.; MacFabe, D.F.; Pochkidze, N.; Gasımov, E.; Rzayev, F. Effect of propionic acid on the morphology of the amygdala in adolescent male rats and their behavior. Micron 2019, 125, 102732. [Google Scholar] [CrossRef]
- El-Ansary, A.K.; Ben Bacha, A.; Kotb, M. Etiology of autistic features: The persisting neurotoxic effects of propionic acid. J. Neuroinflamm. 2012, 9, 74. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Frye, R.E.; Rose, S.; Chacko, J.; Wynne, R.; Bennuri, S.C.; Slattery, J.C.; Tippett, M.; Delhey, L.; Melnyk, S.; Kahler, S.G.; et al. Modulation of mitochondrial function by the microbiome metabolite propionic acid in autism and control cell lines. Transl. Psychiatry 2016, 6, e927. [Google Scholar] [CrossRef]
- Gao, W.; Salzwedel, A.P.; Carlson, A.; Xia, K.; Azcarate-Peril, M.A.; Styner, M.A.; Thompson, A.L.; Geng, X.; Goldman, B.D.; Gilmore, J.H.; et al. Gut microbiome and brain functional connectivity in infants-a preliminary study focusing on the amygdala. Psychopharmacology 2019, 236, 1641–1651. [Google Scholar] [CrossRef]
- Salzwedel, A.P.; Stephens, R.L.; Goldman, B.D.; Lin, W.; Gilmore, J.H.; Gao, W. Development of Amygdala Functional Connectivity During Infancy and Its Relationship With 4-Year Behavioral Outcomes. Biol. Psychiatry Cogn. Neurosci. Neuroimaging 2018, 4, 62–71. [Google Scholar] [CrossRef]
- Avino, T.A.; Barger, N.; Vargas, M.V.; Carlson, E.L.; Amaral, D.G.; Bauman, M.D.; Schumann, C.M. Neuron numbers increase in the human amygdala from birth to adulthood, but not in autism. Proc. Natl. Acad. Sci. USA 2018, 115, 3710–3715. [Google Scholar] [CrossRef] [Green Version]
- Gadad, B.; Hewitson, L.; Young, K.A.; German, D.C. Neuropathology and Animal Models of Autism: Genetic and Environmental Factors. Autism Res. Treat. 2013, 2013, 731935. [Google Scholar] [CrossRef] [PubMed]
- Gibbard, C.R.; Ren, J.; Skuse, D.H.; Clayden, J.D.; Clark, C.A. Structural connectivity of the amygdala in young adults with autism spectrum disorder. Hum. Brain Mapp. 2017, 39, 1270–1282. [Google Scholar] [CrossRef] [PubMed]
- Weir, R.; Bauman, M.; Jacobs, B.; Schumann, C. Protracted dendritic growth in the typically developing human amygdala and increased spine density in young ASD brains. J. Comp. Neurol. 2017, 526, 262–274. [Google Scholar] [CrossRef] [Green Version]
- Uddin, L.Q.; Nomi, J.S.; Hébert-Seropian, B.; Ghaziri, J.; Boucher, O. Structure and Function of the Human Insula. J. Clin. Neurophysiol. 2017, 34, 300–306. [Google Scholar] [CrossRef]
- Mayer, E.A. Gut feelings: The emerging biology of gut–brain communication. Nat. Rev. Neurosci. 2011, 12, 453–466. [Google Scholar] [CrossRef] [PubMed]
- Menon, V.; Uddin, L.Q. Saliency, switching, attention and control: A network model of insula function. Brain Struct. Funct. 2010, 214, 655–667. [Google Scholar] [CrossRef] [Green Version]
- Mayer, E.A.; Labus, J.S.; Tillisch, K.; Cole, S.W.; Baldi, P. Towards a systems view of IBS. Nat. Rev. Gastroenterol. Hepatol. 2015, 12, 592–605. [Google Scholar] [CrossRef] [Green Version]
- Chong, P.P.; Chin, V.K.; Looi, C.Y.; Wong, W.F.; Madhavan, P.; Yong, V.C. The Microbiome and Irritable Bowel Syndrome—A Review on the Pathophysiology, Current Research and Future Therapy. Front. Microbiol. 2019, 10, 1136. [Google Scholar] [CrossRef] [Green Version]
- Ianiro, G.; Eusebi, L.H.; Black, C.; Gasbarrini, A.; Cammarota, G.; Ford, A.C. Systematic review with meta-analysis: Efficacy of faecal microbiota transplantation for the treatment of irritable bowel syndrome. Aliment. Pharmacol. Ther. 2019, 50, 240–248. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Blankstein, U.; Chen, J.; Diamant, N.E.; Davis, K.D. Altered Brain Structure in Irritable Bowel Syndrome: Potential Contributions of Pre-Existing and Disease-Driven Factors. Gastroenterology 2010, 138, 1783–1789. [Google Scholar] [CrossRef]
- Jiang, Z.; Dinov, I.; Labus, J.; Shi, Y.; Zamanyan, A.; Gupta, A.; Ashe-McNalley, C.; Hong, J.-Y.; Tillisch, K.; Toga, A.W.; et al. Sex-Related Differences of Cortical Thickness in Patients with Chronic Abdominal Pain. PLoS ONE 2013, 8, e73932. [Google Scholar] [CrossRef] [Green Version]
- Piché, M.; Chen, J.-I.; Roy, M.; Poitras, P.; Bouin, M.; Rainville, P. Thicker Posterior Insula Is Associated with Disease Duration in Women with Irritable Bowel Syndrome (IBS) Whereas Thicker Orbitofrontal Cortex Predicts Reduced Pain Inhibition in Both IBS Patients and Controls. J. Pain 2013, 14, 1217–1226. [Google Scholar] [CrossRef]
- Tillisch, K.; Mayer, E.A.; Gupta, A.; Gill, Z.; Brazeilles, R.; le Nevé, B.; Vlieg, J.E.V.H.; Guyonnet, D.; Derrien, M.; Labus, J.S. Brain Structure and Response to Emotional Stimuli as Related to Gut Microbial Profiles in Healthy Women. Psychosom. Med. 2017, 79, 905–913. [Google Scholar] [CrossRef] [PubMed]
- Labus, J.S.; Hollister, E.B.; Jacobs, J.; Kirbach, K.; Oezguen, N.; Gupta, A.; Acosta, J.; Luna, R.A.; Aagaard, K.; Versalovic, J.; et al. Differences in gut microbial composition correlate with regional brain volumes in irritable bowel syndrome. Microbiome 2017, 5, 49. [Google Scholar] [CrossRef] [PubMed]
- Hong, J.-Y.; Kilpatrick, L.A.; Labus, J.; Gupta, A.; Jiang, Z.; Ashe-McNalley, C.; Stains, J.; Heendeniya, N.; Ebrat, B.; Smith, S.; et al. Patients with Chronic Visceral Pain Show Sex-Related Alterations in Intrinsic Oscillations of the Resting Brain. J. Neurosci. 2013, 33, 11994–12002. [Google Scholar] [CrossRef] [Green Version]
- Hong, J.-Y.; Kilpatrick, L.A.; Labus, J.S.; Gupta, A.; Katibian, D.; Ashe-McNalley, C.; Stains, J.; Heendeniya, N.; Smith, S.R.; Tillisch, K.; et al. Sex and Disease-Related Alterations of Anterior Insula Functional Connectivity in Chronic Abdominal Pain. J. Neurosci. 2014, 34, 14252–14259. [Google Scholar] [CrossRef] [Green Version]
- Liu, X.; Silverman, A.; Kern, M.; Ward, B.D.; Li, S.-J.; Shaker, R.; Sood, M.R. Excessive coupling of the salience network with intrinsic neurocognitive brain networks during rectal distension in adolescents with irritable bowel syndrome: A preliminary report. Neurogastroenterol. Motil. 2015, 28, 43–53. [Google Scholar] [CrossRef] [Green Version]
- Qi, R.; Liu, C.; Ke, J.; Xu, Q.; Zhong, J.; Wang, F.; Zhang, L.J.; Lu, G.M. Intrinsic brain abnormalities in irritable bowel syndrome and effect of anxiety and depression. Brain Imaging Behav. 2015, 10, 1127–1134. [Google Scholar] [CrossRef] [PubMed]
- Weng, Y.; Qi, R.; Liu, C.; Ke, J.; Xu, Q.; Wang, F.; Zhang, L.J.; Lu, G.M. Disrupted functional connectivity density in irritable bowel syndrome patients. Brain Imaging Behav. 2016, 11, 1812–1822. [Google Scholar] [CrossRef]
- Curtis, K.; Stewart, C.J.; Robinson, M.; Molfese, D.L.; Gosnell, S.N.; Kosten, T.R.; Petrosino, J.F.; De La Garz, R., 2nd; Salas, R. Insular resting state functional connectivity is associated with gut microbiota diversity. Eur. J. Neurosci. 2018, 50, 2446–2452. [Google Scholar] [CrossRef] [PubMed]
- Biedermann, L.; Zeitz, J.; Mwinyi, J.; Sutter-Minder, E.; Rehman, A.; Ott, S.J.; Steurer-Stey, C.; Frei, A.; Frei, P.; Scharl, M.; et al. Smoking Cessation Induces Profound Changes in the Composition of the Intestinal Microbiota in Humans. PLoS ONE 2013, 8, e59260. [Google Scholar] [CrossRef]
- Finegold, S.M.; Dowd, S.; Gontcharova, V.; Liu, C.; Henley, K.E.; Wolcott, R.D.; Youn, E.; Summanen, P.H.; Granpeesheh, D.; Dixon, D.; et al. Pyrosequencing study of fecal microflora of autistic and control children. Anaerobe 2010, 16, 444–453. [Google Scholar] [CrossRef]
- Kang, D.-W.; Park, J.G.; Ilhan, Z.E.; Wallstrom, G.; LaBaer, J.; Adams, J.B.; Krajmalnik-Brown, R. Reduced Incidence of Prevotella and Other Fermenters in Intestinal Microflora of Autistic Children. PLoS ONE 2013, 8, e68322. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Osadchiy, V.; Labus, J.S.; Gupta, A.; Jacobs, J.; Ashe-McNalley, C.; Hsiao, E.Y.; Mayer, E.A. Correlation of tryptophan metabolites with connectivity of extended central reward network in healthy subjects. PLoS ONE 2018, 13, e0201772. [Google Scholar] [CrossRef] [Green Version]
- Tillisch, K.; Labus, J.; Kilpatrick, L.; Jiang, Z.; Stains, J.; Ebrat, B.; Guyonnet, D.; Legrain-Raspaud, S.; Trotin, B.; Naliboff, B.; et al. Consumption of Fermented Milk Product with Probiotic Modulates Brain Activity. Gastroenterology 2013, 144, 1394–1401.e4. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Pinto-Sanchez, M.I.; Hall, G.B.; Ghajar, K.; Nardelli, A.; Bolino, C.; Lau, J.T.; Martin, F.-P.; Cominetti, O.; Welsh, C.; Rieder, A.; et al. Probiotic Bifidobacterium longum NCC3001 Reduces Depression Scores and Alters Brain Activity: A Pilot Study in Patients with Irritable Bowel Syndrome. Gastroenterology 2017, 153, 448–459.e8. [Google Scholar] [CrossRef] [PubMed]
- Chen, B.; Linke, A.; Olson, L.; Ibarra, C.; Reynolds, S.; Müller, R.; Kinnear, M.; Fishman, I. Greater functional connectivity between sensory networks is related to symptom severity in toddlers with autism spectrum disorder. J. Child Psychol. Psychiatry 2020, 62, 160–170. [Google Scholar] [CrossRef] [PubMed]
- Green, S.A.; Hernandez, L.M.; Bowman, H.C.; Bookheimer, S.Y.; Dapretto, M. Sensory over-responsivity and social cognition in ASD: Effects of aversive sensory stimuli and attentional modulation on neural responses to social cues. Dev. Cogn. Neurosci. 2018, 29, 127–139. [Google Scholar] [CrossRef]
- Fernández-Real, J.M.; Serino, M.; Blasco, G.; Puig, J.; Daunis-I-Estadella, P.; Ricart, W.; Burcelin, R.; Fernández-Aranda, F.; Portero-Otin, M. Gut Microbiota Interacts with Brain Microstructure and Function. J. Clin. Endocrinol. Metab. 2015, 100, 4505–4513. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Aarts, E.; Ederveen, T.; Naaijen, J.; Zwiers, M.P.; Boekhorst, J.; Timmerman, H.M.; Smeekens, S.P.; Netea, M.G.; Buitelaar, J.K.; Franke, B.; et al. Gut microbiome in ADHD and its relation to neural reward anticipation. PLoS ONE 2017, 12, e0183509. [Google Scholar] [CrossRef] [PubMed]
- He, Y.; Kosciolek, T.; Tang, J.; Zhou, Y.; Li, Z.; Ma, X.; Zhu, Q.; Yuan, N.; Yuan, L.; Li, C.; et al. Gut microbiome and magnetic resonance spectroscopy study of subjects at ultra-high risk for psychosis may support the membrane hypothesis. Eur. Psychiatry 2018, 53, 37–45. [Google Scholar] [CrossRef]
- Li, S.; Song, J.; Ke, P.; Kong, L.; Lei, B.; Zhou, J.; Huang, Y.; Li, H.; Li, G.; Chen, J.; et al. The gut microbiome is associated with brain structure and function in schizophrenia. Sci. Rep. 2021, 11, 9743. [Google Scholar] [CrossRef]
- Knuesel, I.; Chicha, L.; Britschgi, M.; Schobel, S.A.; Bodmer, M.; Hellings, J.A.; Toovey, S.; Prinssen, E.P. Maternal immune activation and abnormal brain development across CNS disorders. Nat. Rev. Neurol. 2014, 10, 643–660. [Google Scholar] [CrossRef]
- Careaga, M.; Murai, T.; Bauman, M.D. Maternal Immune Activation and Autism Spectrum Disorder: From Rodents to Nonhuman and Human Primates. Biol. Psychiatry 2016, 81, 391–401. [Google Scholar] [CrossRef] [Green Version]
- Brown, A.S.; Sourander, A.; Hinkka-Yli-Salomäki, S.; McKeague, I.W.; Sundvall, J.; Surcel, H.-M. Elevated maternal C-reactive protein and autism in a national birth cohort. Mol. Psychiatry 2013, 19, 259–264. [Google Scholar] [CrossRef]
- Jiang, H.-Y.; Xu, L.-L.; Shao, L.; Xia, R.-M.; Yu, Z.-H.; Ling, Z.; Yang, F.; Deng, M.; Ruan, B. Maternal infection during pregnancy and risk of autism spectrum disorders: A systematic review and meta-analysis. Brain Behav. Immun. 2016, 58, 165–172. [Google Scholar] [CrossRef]
- Ma, J.; Prince, A.L.; Bader, D.; Hu, M.; Ganu, R.; Baquero, K.; Blundell, P.; Harris, R.A.; Frias, A.E.; Grove, K.L.; et al. High-fat maternal diet during pregnancy persistently alters the offspring microbiome in a primate model. Nat. Commun. 2014, 5, 3889. [Google Scholar] [CrossRef] [PubMed]
- Madore, C.; Leyrolle, Q.; Lacabanne, C.; Benmamar-Badel, A.; Joffre, C.; Nadjar, A.; Layé, S. Neuroinflammation in Autism: Plausible Role of Maternal Inflammation, Dietary Omega 3, and Microbiota. Neural Plast. 2016, 2016, 3597209. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Yap, C.X.; Henders, A.K.; Alvares, G.A.; Wood, D.L.A.; Krause, L.; Tyson, G.W.; Restuadi, R.; Wallace, L.; McLaren, T.; Hansell, N.K.; et al. Autism-Related Dietary Preferences Mediate Autism-Gut Microbiome Associations. Cell 2021, 184, 5916–5931.e17. [Google Scholar] [CrossRef] [PubMed]
- Park, J.C.; Im, S.-H. Of men in mice: The development and application of a humanized gnotobiotic mouse model for microbiome therapeutics. Exp. Mol. Med. 2020, 52, 1383–1396. [Google Scholar] [CrossRef] [PubMed]
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Chernikova, M.A.; Flores, G.D.; Kilroy, E.; Labus, J.S.; Mayer, E.A.; Aziz-Zadeh, L. The Brain-Gut-Microbiome System: Pathways and Implications for Autism Spectrum Disorder. Nutrients 2021, 13, 4497. https://doi.org/10.3390/nu13124497
Chernikova MA, Flores GD, Kilroy E, Labus JS, Mayer EA, Aziz-Zadeh L. The Brain-Gut-Microbiome System: Pathways and Implications for Autism Spectrum Disorder. Nutrients. 2021; 13(12):4497. https://doi.org/10.3390/nu13124497
Chicago/Turabian StyleChernikova, Michelle A., Genesis D. Flores, Emily Kilroy, Jennifer S. Labus, Emeran A. Mayer, and Lisa Aziz-Zadeh. 2021. "The Brain-Gut-Microbiome System: Pathways and Implications for Autism Spectrum Disorder" Nutrients 13, no. 12: 4497. https://doi.org/10.3390/nu13124497
APA StyleChernikova, M. A., Flores, G. D., Kilroy, E., Labus, J. S., Mayer, E. A., & Aziz-Zadeh, L. (2021). The Brain-Gut-Microbiome System: Pathways and Implications for Autism Spectrum Disorder. Nutrients, 13(12), 4497. https://doi.org/10.3390/nu13124497