Characteristics of the Gut Microbiota in Young Adults with Autism Spectrum Disorder

被引:3
作者
Pang, Xuying [1 ]
Zhang, Qiang [2 ]
Wang, Yuezhu [1 ]
Zhan, Yuzhi [3 ]
Guo, Min [1 ]
Chen, Bin [4 ]
Li, Quan [2 ]
Zheng, Huajun [1 ]
机构
[1] Fudan Univ, Sch Publ Hlth, Shanghai Inst Biomed & Pharmaceut Technol, NHC Key Lab Reprod Regulat, Shanghai 200032, Peoples R China
[2] Zunyi Med Univ, Affiliated Hosp, Dept Obstet & Gynecol, Zunyi 563000, Guizhou, Peoples R China
[3] Jinan Xin Wang Ai Caring Ctr People Intellectual D, Jinan 250022, Shandong, Peoples R China
[4] Shandong Zewei Biotechnol Co Ltd, Jinan 250101, Shandong, Peoples R China
关键词
autism spectrum disorder; gut microbiota; Phascolarctobacterium; random forest analysis; FECAL MICROBIOTA; CHILDREN;
D O I
10.31083/j.jin2206141
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background: Although the characteristics of the gut microbiota of children with autism spectrum disorder (ASD) have been well studied, those of young adults with ASD have seldom been reported. Methods: Using 16S rRNA gene sequencing, we characterized the gut microbiota of 19 young adults with ASD and compared them with that of 19 healthy adults. A random forest prediction model was used to distinguish between the two groups at the genus level. Results: The abundance levels of one phylum, seven families, and 18 genera in adults with ASD were significantly different from those of controls. The genus Phascolarctobacterium was significantly enriched in adults with ASD, which might elicit ASD-like behavior through production of propionate. In addition, a random forest model identified 15 genera that could distinguish adults with ASD from healthy controls with areas under the receiver operating curve of 92.86%, and ten of them were biomarkers identified by LEfSe. Conclusions: Our results identified specific gut bacteria associated with ASD, and the successful application of certain genera in the prediction model further supports the association between gut microbiota and ASD.
引用
收藏
页数:8
相关论文
共 52 条
[1]   Propionic Acid Induces Gliosis and Neuro-inflammation through Modulation of PTEN/AKT Pathway in Autism Spectrum Disorder [J].
Abdelli, Latifa S. ;
Samsam, Aseela ;
Naser, Saleh A. .
SCIENTIFIC REPORTS, 2019, 9 (1)
[2]   Back to Basics - The Influence of DNA Extraction and Primer Choice on Phylogenetic Analysis of Activated Sludge Communities [J].
Albertsen, Mads ;
Karst, Soren M. ;
Ziegler, Anja S. ;
Kirkegaard, Rasmus H. ;
Nielsen, Per H. .
PLOS ONE, 2015, 10 (07)
[3]  
Association AP, 2013, Diagnostic and statistical manual of mental disorders, V5
[4]   Diet Can Impact Microbiota Composition in Children With Autism Spectrum Disorder [J].
Berding, Kirsten ;
Donovan, Sharon M. .
FRONTIERS IN NEUROSCIENCE, 2018, 12
[5]   Microbiome and nutrition in autism spectrum disorder: current knowledge and research needs [J].
Berding, Kirsten ;
Donovan, Sharon M. .
NUTRITION REVIEWS, 2016, 74 (12) :723-736
[6]   Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2 [J].
Bolyen, Evan ;
Rideout, Jai Ram ;
Dillon, Matthew R. ;
Bokulich, NicholasA. ;
Abnet, Christian C. ;
Al-Ghalith, Gabriel A. ;
Alexander, Harriet ;
Alm, Eric J. ;
Arumugam, Manimozhiyan ;
Asnicar, Francesco ;
Bai, Yang ;
Bisanz, Jordan E. ;
Bittinger, Kyle ;
Brejnrod, Asker ;
Brislawn, Colin J. ;
Brown, C. Titus ;
Callahan, Benjamin J. ;
Caraballo-Rodriguez, Andres Mauricio ;
Chase, John ;
Cope, Emily K. ;
Da Silva, Ricardo ;
Diener, Christian ;
Dorrestein, Pieter C. ;
Douglas, Gavin M. ;
Durall, Daniel M. ;
Duvallet, Claire ;
Edwardson, Christian F. ;
Ernst, Madeleine ;
Estaki, Mehrbod ;
Fouquier, Jennifer ;
Gauglitz, Julia M. ;
Gibbons, Sean M. ;
Gibson, Deanna L. ;
Gonzalez, Antonio ;
Gorlick, Kestrel ;
Guo, Jiarong ;
Hillmann, Benjamin ;
Holmes, Susan ;
Holste, Hannes ;
Huttenhower, Curtis ;
Huttley, Gavin A. ;
Janssen, Stefan ;
Jarmusch, Alan K. ;
Jiang, Lingjing ;
Kaehler, Benjamin D. ;
Bin Kang, Kyo ;
Keefe, Christopher R. ;
Keim, Paul ;
Kelley, Scott T. ;
Knights, Dan .
NATURE BIOTECHNOLOGY, 2019, 37 (08) :852-857
[7]  
Callahan BJ, 2016, NAT METHODS, V13, P581, DOI [10.1038/NMETH.3869, 10.1038/nmeth.3869]
[8]   Discordant temporal development of bacterial phyla and the emergence of core in the fecal microbiota of young children [J].
Cheng, Jing ;
Ringel-Kulka, Tamar ;
Heikamp-de Jong, Ineke ;
Ringel, Yehuda ;
Carroll, Ian ;
de Vos, Willem M. ;
Salojarvi, Jarkko ;
Satokari, Reetta .
ISME JOURNAL, 2016, 10 (04) :1002-1014
[9]   Autism spectrum disorder at the crossroad between genes and environment: contributions, convergences, and interactions in ASD developmental pathophysiology [J].
Cheroni, Cristina ;
Caporale, Nicolo ;
Testa, Giuseppe .
MOLECULAR AUTISM, 2020, 11 (01)
[10]   The health status of adults on the autism spectrum [J].
Croen, Lisa A. ;
Zerbo, Ousseny ;
Qian, Yinge ;
Massolo, Maria L. ;
Rich, Steve ;
Sidney, Stephen ;
Kripke, Clarissa .
AUTISM, 2015, 19 (07) :814-823