The DOI matches its Crossref record; 56 of the 56 references it cites were found in a registry or an index.
Mobile genes in the human microbiome are structured from global to individual scales
Open accessAbstract
Recent work has underscored the importance of the microbiome in human health, and has largely attributed differences in phenotype to differences in the species present among individuals. However, mobile genes can confer profoundly different phenotypes on different strains of the same species. Little is known about the function and distribution of mobile genes in the human microbiome, and in particular whether the gene pool is globally homogenous or constrained by human population structure. Here, we investigate this question by comparing the mobile genes found in the microbiomes of 81 metropolitan North Americans with those of 172 agrarian Fiji islanders using a combination of single-cell genomics and metagenomics. We find large differences in mobile gene content between the Fijian and North American microbiomes, with functional variation that mirrors known dietary differences such as the excess of plant-based starch degradation genes found in Fijian individuals. Notably, we also observed differences between the mobile gene pools of neighbouring Fijian villages, even though microbiome composition across villages is similar. Finally, we observe high rates of recombination leading to individual-specific mobile elements, suggesting that the abundance of some genes may reflect environmental selection rather than dispersal limitation. Together, these data support the hypothesis that human activities and behaviours provide selective pressures that shape mobile gene pools, and that acquisition of mobile genes is important for colonizing specific human populations.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“suggesting the lower fraction of microbes shared in non-westernized microbiomes is not due to technical artifacts and may be in part explained by a much higher microbiome richness, possibly due to increased acquisition of microbiome members from other environmental or family sources.42,43”
From Maternal and food microbial sources shape the infant microbiome of a rural Ethiopian population (2023) · cites this paper as [43]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Fast and accurate short read alignment with Burrows-Wheeler transform
Li, H., & Durbin, R. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp324 · Cited by 58,607
The SILVA ribosomal RNA gene database project: improved data processing and web-based tools
Quast, C., Pruesse, E., Yilmaz, P., Gerken, J., Schweer, T., Yarza, P., Peplies, J., & Glöckner, F. O. (2012) · Nucleic Acids Research · doi:10.1093/nar/gks1219 · Cited by 33,055
SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing
Bankevich, A., Nurk, S., Antipov, D., Gurevich, A. A., Dvorkin, M. V., Kulikov, A. S., Lesin, V. M., Nikolenko, S., Pham, S., Prjibelski, A. D., et al. (2012) · Journal of Computational Biology · doi:10.1089/cmb.2012.0021 · Cited by 26,312
Search and clustering orders of magnitude faster than BLAST
Edgar, R. C. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btq461 · Cited by 21,098
FastTree 2 – Approximately Maximum-Likelihood Trees for Large Alignments
Price, M. N., Dehal, P. S., & Arkin, A. P. (2010) · PLoS ONE · doi:10.1371/journal.pone.0009490 · Cited by 14,894
Prodigal: prokaryotic gene recognition and translation initiation site identification
Hyatt, D., Chen, G.-L., LoCascio, P. F., Land, M., Larimer, F. W., & Hauser, L. (2010) · BMC Bioinformatics · doi:10.1186/1471-2105-11-119 · Cited by 12,692
Parks, D. H., Imelfort, M., Skennerton, C. T., Hugenholtz, P., & Tyson, G. W. (2015) · Genome Research · doi:10.1101/gr.186072.114 · Cited by 12,496
An obesity-associated gut microbiome with increased capacity for energy harvest
Turnbaugh, P. J., Ley, R. E., Mahowald, M. A., Magrini, V., Mardis, E. R., & Gordon, J. I. (2006) · Nature · doi:10.1038/nature05414 · Cited by 12,444
Structure, function and diversity of the healthy human microbiome
The Human Microbiome Project Consortium (2012) · Nature · doi:10.1038/nature11234 · Cited by 11,726
Human gut microbiome viewed across age and geography
Yatsunenko, T., Rey, F. E., Manary, M. J., Trehan, I., Dominguez-Bello, M. G., Contreras, M., Magris, M., Hidalgo, G., Baldassano, R. N., Anokhin, A. P., et al. (2012) · Nature · doi:10.1038/nature11053 · Cited by 7,815
Research works printed but not linked: 3
- Robertson, A. F. S. (ed.) Food and Nutrition in Fiji: Nutrition-Related Diseases and their Prevention (Univ. South Pacific, 1991)
- Goetze, J. Evidence of Artisanal Fishing Impacts and Depth Refuge in Assemblages of Reef Fish of a Fijian Island (Thesis, Univ. Western Australia, 2009)
- National Drugs and Therapeutics Subcommittee. Antibiotic Guidelines 3rd Edition (Ministry of Health, Government of Fiji, 2011)
Cited by
Sorted by citations
Embracing the unknown: disentangling the complexities of the soil microbiome
Fierer, N. (2017) · Nature Reviews Microbiology · doi:10.1038/nrmicro.2017.87 · Cited by 3,579
You are what you eat: Diet, health and the gut microbiota
Zmora, N., Suez, J., & Elinav, E. (2019) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-018-0061-2 · Cited by 1,792
Pasolli, E., Asnicar, F., Manara, S., Zolfo, M., Karcher, N., Armanini, F., Beghini, F., Manghi, P., Tett, A., Ghensi, P., et al. (2019) · Cell · doi:10.1016/j.cell.2019.01.001 · Cited by 1,591
Thomas, A. M., Manghi, P., Asnicar, F., Pasolli, E., Armanini, F., Zolfo, M., Beghini, F., Manara, S., Karcher, N., Pozzi, C., et al. (2019) · Nature Medicine · doi:10.1038/s41591-019-0405-7 · Cited by 1,030
Assessment of global health risk of antibiotic resistance genes
Zhang, Z., Zhang, Q., Wang, T., Xu, N., Lu, T., Hong, W., Peñuelas, J., Gillings, M. R., Wang, M., Gao, W., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-29283-8 · Cited by 998
Metadata
- Authors
- Brito, I. L., Yilmaz, S., Huang, K., Xu, L., Jupiter, S. D., Jenkins, A. P., Naisilisili, W., Tamminen, M., Smillie, C. S., Wortman, J. R., Birren, B. W., Xavier, R. J., Blainey, P. C., Singh, A. K., Gevers, D., & Alm, E. J.
- Affiliations
- Broad Institute (US)
- Sandia National Laboratories California (US)
- Wildlife Conservation Society Fiji (FJ)
- Edith Cowan University (AU)
- University of Helsinki (FI)
- Massachusetts Institute of Technology (US)
- Corresponding author
- Alm, E. J.
- ORCID
- Venue
- Nature
- Published
- 2016-07-13
- Volume
- 535
- Issue
- 7612
- Pages
- 435-439
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC4983458
- OpenAlex
- W2464096417
- Cited by
- 288
- References
- 56
- Citations by year
- 2026: 15 · 2025: 28 · 2024: 33 · 2023: 32 · 2022: 29 · 2021: 38 · 2020: 35 · 2019: 31 · 2018: 22 · 2017: 21 · 2016: 3
- FWCI
- 13.34
- Type
- journal article
- Language
- en
- Update notices
- erratum (2017-03-22)
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag)) (submittedVersion, other-oa)
- Edith Cowan University Research Online (Edith Cowan University) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- PMC
- Funders
- U.S. Department of Energy
- Wildlife Conservation Society
- Broad Institute (U54HG003067)
- Fiji National University
- Earth Institute, Columbia University
- Office of Science
- National Human Genome Research Institute (U54HG003067)
- National Institute of General Medical Sciences (T32GM087237)
- National Institute of Diabetes and Digestive and Kidney Diseases (P30DK043351)
- National Institute of Dental and Craniofacial Research (R01DE020891)
- Biological and Environmental Research
- Sandia National Laboratories
- Lawrence Berkeley National Laboratory
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Life Sciences › Immunology and Microbiology › Virology › Bacteriophages and microbial interactions
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Phylogenetic Studies
- Keywords
- human microbiome, horizontal gene transfer, mobile genetic elements, population structure, North American populations, dietary differences, recombination, single-cell genomics, metagenomics, environmental selection
- MeSH terms
- Bacteriophages, Diet, DNA Transposable Elements, Fiji, Gene Pool, Humans, North America, Plasmids, Recombination, Genetic, Selection, Genetic, Genetic Variation, Cohort Studies, Gene Transfer, Horizontal, Metagenomics, Single-Cell Analysis, Gene-Environment Interaction, Microbiota
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review