1
|
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: 8] [Impact Index Per Article: 4.0] [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.
Collapse
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
| |
Collapse
|
2
|
Arakawa K. A Nanopore Sequencing Course for Graduate School Curriculum. Methods Mol Biol 2023; 2632:113-127. [PMID: 36781725 DOI: 10.1007/978-1-0716-2996-3_9] [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: 02/15/2023]
Abstract
The high-throughput long-read sequencing has become affordable enough for any molecular biology lab to utilize genome sequencing in their research. Complete genome sequencing and assembly of bacterial genomes is one such application which is powerful yet simple enough for anyone without advanced molecular biology or bioinformatics skills to conduct on his/her own. High-throughput sequencing will eventually become a basic routine tool in molecular biology labs just like polymerase chain reaction and electrophoresis in a near future. To assist the use of such nanopore sequencing technologies, we designed a graduate school course to learn both the experimental and bioinformatic skills of complete bacterial genome sequencing and assembly.
Collapse
Affiliation(s)
- Kazuharu Arakawa
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Yamagata, Japan. .,Graduate School of Media and Governance, Keio University, Fujisawa, Kanagawa, Japan. .,Faculty of Environment and Information Studies, Keio University, Fujisawa, Kanagawa, Japan.
| |
Collapse
|
3
|
Dong Y, Liao W, Tang J, Fei T, Gai Z, Han M. Bifidobacterium BLa80 mitigates colitis by altering gut microbiota and alleviating inflammation. AMB Express 2022; 12:67. [PMID: 35670877 PMCID: PMC9174416 DOI: 10.1186/s13568-022-01411-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 05/27/2022] [Indexed: 12/18/2022] Open
Abstract
This study was conducted to explore the therapeutic effect of the probiotic Bifidobacterium animalis subsp. lactis BLa80 on inflammatory bowel disease. A model of ulcerative colitis (UC) was induced in C57BL/6 mice by administering of 2.5% dextran sulphate sodium (DSS) for 8 days. After developing UC, some mice were treated via intragastric administration of BLa80 at a dose of 109 colony-forming units to assess the preventive effects of BLa80 on DSS-induced UC. Compared with non-treated UC model mice, BLa80-treated mice had reduced colon shortening and improvements in colonic tissue structure. Treatment with BLa80 also decreased the serum concentrations of the proinflammatory cytokines tumor necrosis factor-alpha (TNF-α), interleukin (IL) 6 and IL-17 in mice. 16S rRNA gene sequencing revealed that BLa80 increased gut microbial diversity in mice and modulated UC-associated imbalances in the gut microbiota. BLa80 selectively promoted the growth of beneficial bacteria, including Romboutsia and Adlercreutzia, the abundances of which were negatively correlated with concentration of cellular inflammatory factors. In summary, the study results demonstrated that pretreatment with B. lactis BLa80 reduced intestinal inflammation and altered the gut microbiota, implying that BLa80 is a promising probiotic strain with potential therapeutic function in UC.
Collapse
Affiliation(s)
- Yao Dong
- Department of Research and Development, Wecare-Bio Probiotics (Suzhou) Co., Ltd., Wujiang Bridge Road, 1033, Suzhou, Jiangsu, China
| | - Wenyan Liao
- State Key Laboratory of Dairy Biotechnology, Technology Center Bright Dairy & Food Co., Ltd., Shanghai, 200436, China
| | - Jing Tang
- Shanghai Business School, 2271# Zhongshanxilu Road, Shanghai, 200235, China
| | - Teng Fei
- Department of Research and Development, Wecare-Bio Probiotics (Suzhou) Co., Ltd., Wujiang Bridge Road, 1033, Suzhou, Jiangsu, China
| | - Zhonghui Gai
- Department of Research and Development, Wecare-Bio Probiotics (Suzhou) Co., Ltd., Wujiang Bridge Road, 1033, Suzhou, Jiangsu, China
| | - Mei Han
- Shanghai Business School, 2271# Zhongshanxilu Road, Shanghai, 200235, China.
| |
Collapse
|
4
|
Dufault-Thompson K, Hall B, Jiang X. Taxonomic distribution and evolutionary analysis of the equol biosynthesis gene cluster. BMC Genomics 2022; 23:182. [PMID: 35247986 PMCID: PMC8898433 DOI: 10.1186/s12864-022-08426-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 02/28/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Equol, an isoflavonoid metabolite with possible health benefits in humans, is known to be produced by some human gut bacteria. While the genes encoding the equol production pathway have been characterized in a few bacterial strains, a systematic analysis of the equol production pathway is currently lacking.
Results
This study presents an analysis of the taxonomic distribution and evolutionary history of the gene cluster encoding the equol production pathway. A survey for equol gene clusters within the Genome Taxonomy Database bacterial genomes and human gut metagenomes resulted in the identification of a highly conserved gene cluster found in nine bacterial species from the Eggerthellaceae family. The identified gene clusters from human gut metagenomes revealed potential variations in the equol gene cluster organization and gene content within the equol-producing Eggerthellaceae clades. Subsequent analysis showed that in addition to the four genes directly involved in equol production, multiple other genes were consistently found in the equol gene clusters. These genes were predicted to encode a putative electron transport complex and hydrogenase maturase system, suggesting potential roles for them in the equol production pathway. Analysis of the gene clusters and a phylogenetic reconstruction of a putative NAD kinase gene provided evidence of the recent transfer of the equol gene cluster from a basal Eggerthellaceae species to Slackia_A equolifaciens, Enteroscipio sp000270285, and Lactococcus garvieae 20–92.
Conclusions
This analysis demonstrates that the highly conserved equol gene cluster is taxonomically restricted to the Eggerthellaceae family of bacteria and provides evidence of the role of horizontal gene transfer in the evolutionary history of these genes. These results provide a foundation for future studies of equol production in the human gut and future efforts related to bioengineering and the use of equol-producing bacteria as probiotics.
Collapse
|
5
|
Sakamoto M, Ikeyama N, Yuki M, Murakami T, Mori H, Iino T, Ohkuma M. Adlercreutzia hattorii sp. nov., an equol non-producing bacterium isolated from human faeces. Int J Syst Evol Microbiol 2021; 71. [PMID: 34870581 DOI: 10.1099/ijsem.0.005121] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Two obligately anaerobic, Gram-stain-positive, rod-shaped bacteria were isolated from faecal samples of healthy humans in Japan. 16S rRNA gene sequence analysis indicated that these two strains (8CFCBH1T and 9CBH6) belonged to the genus Adlercreutzia, which is known as an equol-producing bacterium. The closest neighbours of strain 8CFCBH1T were Adlercreutzia equolifaciens subsp. equolifaciens DSM 19450T (98.6%), Adlercreutzia equolifaciens subsp. celatus do03T (98.4%), Adlercreutzia muris WCA-131-CoC-2T (96.6%), Parvibacter caecicola NR06T (96.4%), Adlercreutzia caecimuris B7T (95.3%) and Adlercreutzia mucosicola Mt1B8T (95.3%). The closest relatives to strain 9CBH6 were A. equolifaciens subsp. equolifaciens DSM 19450T (99.8%), A. equolifaciens subsp. celatus do03T (99.6%) and A. muris WCA-131-CoC-2T (96.8%). Strain 8CFCBH1T showed 22.3-53.5% digital DNA-DNA hybridization (dDDH) values with its related species. In addition, the average nucleotide identity (ANI) values between strain 8CFCBH1T and its related species ranged from 75.4 to 93.3%. On the other hand, strain 9CBH6 was considered as A. equolifaciens based on the dDDH and ANI values (>70% dDDH and >95-96% ANI). Strain 9CBH6 showed daidzein-converting activity, as expected from the result of genome analysis. The genome of strain 8CFCBH1T lacked four genes involved in equol production. Growing cells of strain 8CFCBH1T were not capable of converting daidzein. Based on the collected data, strain 8CFCBH1T represents a novel species in the genus Adlercreutzia, for which the name Adlercreutzia hattorii sp. nov. is proposed. The type strain of A. hattorii is 8CFCBH1T (=JCM 34083T=DSM 112284T).
Collapse
Affiliation(s)
- Mitsuo Sakamoto
- Microbe Division/Japan Collection of Microorganisms, RIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074, Japan
| | - Nao Ikeyama
- Microbe Division/Japan Collection of Microorganisms, RIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074, Japan
| | - Masahiro Yuki
- Microbe Division/Japan Collection of Microorganisms, RIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074, Japan
| | - Takumi Murakami
- Advanced Genomics Center, National Institute of Genetics, Mishima, Shizuoka 411-8540, Japan
| | - Hiroshi Mori
- Advanced Genomics Center, National Institute of Genetics, Mishima, Shizuoka 411-8540, Japan
| | - Takao Iino
- Microbe Division/Japan Collection of Microorganisms, RIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074, Japan
| | - Moriya Ohkuma
- Microbe Division/Japan Collection of Microorganisms, RIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074, Japan
| |
Collapse
|