Succession of microbial consortia in the developing infant gut microbiome
Open accessAbstract
The colonization process of the infant gut microbiome has been called chaotic, but this view could reflect insufficient documentation of the factors affecting the microbiome. We performed a 2.5-y case study of the assembly of the human infant gut microbiome, to relate life events to microbiome composition and function. Sixty fecal samples were collected from a healthy infant along with a diary of diet and health status. Analysis of >300,000 16S rRNA genes indicated that the phylogenetic diversity of the microbiome increased gradually over time and that changes in community composition conformed to a smooth temporal gradient. In contrast, major taxonomic groups showed abrupt shifts in abundance corresponding to changes in diet or health. Community assembly was nonrandom: we observed discrete steps of bacterial succession punctuated by life events. Furthermore, analysis of ≈500,000 DNA metagenomic reads from 12 fecal samples revealed that the earliest microbiome was enriched in genes facilitating lactate utilization, and that functional genes involved in plant polysaccharide metabolism were present before the introduction of solid food, priming the infant gut for an adult diet. However, ingestion of table foods caused a sustained increase in the abundance of Bacteroidetes, elevated fecal short chain fatty acid levels, enrichment of genes associated with carbohydrate utilization, vitamin biosynthesis, and xenobiotic degradation, and a more stable community composition, all of which are characteristic of the adult microbiome. This study revealed that seemingly chaotic shifts in the microbiome are associated with life events; however, additional experiments ought to be conducted to assess how different infants respond to similar life events.
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As the infant matures, strict anaerobes gradually take over as the dominant taxa, and overall diversity increases to adult-like levels by around 1-3 years of age, coinciding with weaning and a shift to solid food intake.
“As the infant matures, strict anaerobes gradually take over as the dominant taxa, and there is an increase in overall diversity to adult-like levels by around 1-3 years of age, coinciding with weaning and a shift to solid food intake (Koenig et al., 2011;Palmer et al., 2007;Yatsunenko et al., 2012).”
From The Microbiota-Gut-Brain Axis (2019) · cites this paper as Koenig et al., 2011
In the months to years after birth, gut microbial communities shift in response to life events such as solid food exposure, illnesses, and antibiotics, with gradual diversity increases and convergence to an adult-like microbiota.
“In the subsequent months to years, gut microbial communities continue to shift in response to key life events (e.g., exposure to solid foods, illnesses, antibiotics) with gradual increases in diversity and convergence to an “adult-like” microbiota9–11.”
From The gut Microbiome in adult and pediatric functional gastrointestinal disorders (2019) · cites this paper as [9]
In a single infant followed for 2.5 years, bacterial taxa changed with life events such as illness, dietary changes, and antibiotic treatment.
“Characterization of the intestinal microbiota in a single infant, over a period of 2.5 years, showed how the bacterial taxa changed with life events such as illnesses, dietary changes, and antibiotic treatment.”
From Diet and the Intestinal Microbiome: Associations, Functions, and Implications for Health and Disease (2014) · cites this paper as [3]
In that infant, weaning was accompanied by a shift toward a more stable, adult-like microbiota.
“There was also a shift towards a more stable, adult-like microbiota with weaning3.”
From Diet and the Intestinal Microbiome: Associations, Functions, and Implications for Health and Disease (2014) · cites this paper as [3]
In that infant, the greatest change in intestinal microbiota composition occurred when solid foods were introduced.
“Interestingly, the greatest change in the composition of the infant's intestinal microbiota occurred with the introduction of solid foods.”
From Diet and the Intestinal Microbiome: Associations, Functions, and Implications for Health and Disease (2014) · cites this paper as [3]
After primary inoculation, infants are regularly exposed to microbes and their microbial diversity increases rapidly.
“After this primary inoculation, infants are regularly exposed to microbes, and diversity increases rapidly3.”
From Diet and the Intestinal Microbiome: Associations, Functions, and Implications for Health and Disease (2014) · cites this paper as [3]
Most critical events in education of host immunity may take place during the first years of life, when microbiota composition displays the highest intra- and inter-individual variability before reaching a more stable adult-like configuration at the age of ~3 years.
“Most critical events in education of host immunity may take place during the first years of life, in which microbiota composition displays the highest intra- and inter-individual variability before reaching a more stable adult-like configuration at the age of ~3 years.18–20”
From Interaction between microbiota and immunity in health and disease (2020) · cites this paper as [19]
While the inflammation characteristics of gingivitis are mostly reversible, periodontitis results in long-term, irreversible damage to the periodontal tissues and alveolar bone that manifests as tissue detachment from the tooth, formation of a pocket wherein pathogenic bacteria can proliferate further, and eventual tooth loss in advanced stages of the disease.
“While the inflammation characteristics of gingivitis are mostly reversible, periodontitis results in long‐term, irreversible damage to the periodontal tissues and alveolar bone that manifests as tissue detachment from the tooth, formation of a pocket wherein pathogenic bacteria can proliferate further, and eventual tooth loss in advanced stages of the disease.192, 193, 194, 195”
From The oral microbiome: Role of key organisms and complex networks in oral health and disease (2021) · cites this paper as [192]
Cites
Gapped BLAST and PSI-BLAST: a new generation of protein database search programs
Altschul, S. (1997) · Nucleic Acids Research · doi:10.1093/nar/25.17.3389 · Cited by 73,302 · see citing works
Naive Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy
Wang, Q., Garrity, G. M., Tiedje, J. M., & Cole, J. R. (2007) · Applied and Environmental Microbiology · doi:10.1128/aem.00062-07 · Cited by 19,770 · see citing works
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 · see citing works
Self-citationCd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences
Li, W.-Z., & Godzik, A. (2006) · Bioinform. · doi:10.1093/bioinformatics/btl158 · Cited by 10,994 · see citing works
Human gut microbes associated with obesity
Ley, R. E., Turnbaugh, P. J., Klein, S., & Gordon, J. I. (2006) · Nature · doi:10.1038/4441022a · Cited by 8,785 · see citing works
Self-citationUniFrac: a New Phylogenetic Method for Comparing Microbial Communities
Lozupone, C., & Knight, R. (2005) · Applied and Environmental Microbiology · doi:10.1128/aem.71.12.8228-8235.2005 · Cited by 8,227 · see citing works
Self-citationA core gut microbiome in obese and lean twins
Turnbaugh, P. J., Hamady, M., Yatsunenko, T., Cantarel, B. L., Duncan, A., Ley, R. E., Sogin, M. L., Jones, W. J., Roe, B. A., Affourtit, J. P., et al. (2009) · Nature · doi:10.1038/nature07540 · Cited by 7,823 · see citing works
Self-citationObesity alters gut microbial ecology
Ley, R. E., Bäckhed, F., Turnbaugh, P., Lozupone, C. A., Knight, R. D., & Gordon, J. I. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0504978102 · Cited by 6,176 · see citing works
Self-citationTurnbaugh, P. J., Ley, R. E., Hamady, M., Fraser-Liggett, C. M., Knight, R., & Gordon, J. I. (2007) · Nature · doi:10.1038/nature06244 · Cited by 6,091 · see citing works
Self-citationConservation evaluation and phylogenetic diversity
Faith, D. (1992) · Biological Conservation · doi:10.1016/0006-3207(92)91201-3 · Cited by 5,495 · see citing works
Meyer, F., Paarmann, D., D'Souza, M., Olson, R., Glass, E., Kubal, M., Paczian, T., Rodriguez, A., Stevens, R. L., Wilke, A., et al. (2008) · BMC Bioinformatics · doi:10.1186/1471-2105-9-386 · Cited by 3,565 · see citing works
PyNAST: a flexible tool for aligning sequences to a template alignment
Caporaso, J. G., Bittinger, K. L., Bushman, F. D., DeSantis, T. Z., Andersen, G. L., & Knight, R. D. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp636 · Cited by 3,374 · see citing works
Self-citationMEGAN analysis of metagenomic dataPreprint
Huson, D. H., Auch, A. F., Qi, J., & Schuster, S. C. (2007) · Genome Research · doi:10.1101/gr.5969107 · Cited by 3,294 · see citing works
Bacterial Community Variation in Human Body Habitats Across Space and Time
Costello, E. K., Lauber, C. L., Hamady, M., Fierer, N., Gordon, J. I., & Knight, R. (2009) · Science · doi:10.1126/science.1177486 · Cited by 3,231 · see citing works
Self-citationEcology and Evolution of Communities
Cody, M. L., & Diamond, J. M. (1976) · Nature · doi:10.1038/260204c0 · Cited by 3,094 · see citing works
The Effect of Diet on the Human Gut Microbiome: A Metagenomic Analysis in Humanized Gnotobiotic Mice
Turnbaugh, P. J., Ridaura, V. K., Faith, J. J., Rey, F. E., Knight, R., & Gordon, J. I. (2009) · Science Translational Medicine · doi:10.1126/scitranslmed.3000322 · Cited by 3,058 · cited 1× · see citing works
“The Bacteroidetes are specialized in the breakdown of complex plant polysaccharides (29); the introduction of plantderived carbohydrates into the diet could have boosted populations of Bacteroidetes, which is consistent with mouse microbiome studies (30).”
BackgroundSelf-citationJava Treeview—extensible visualization of microarray data
Saldanha, A. J. (2004) · Bioinformatics · doi:10.1093/bioinformatics/bth349 · Cited by 2,991 · see citing works
Development of the Human Infant Intestinal Microbiota
Palmer, C., Bik, E. M., DiGiulio, D. B., Relman, D. A., & Brown, P. O. (2007) · PLoS Biology · doi:10.1371/journal.pbio.0050177 · Cited by 2,877 · see citing works
Dethlefsen, L., Huse, S., Sogin, M. L., & Relman, D. A. (2008) · PLoS Biology · doi:10.1371/journal.pbio.0060280 · Cited by 2,361 · see citing works
Metabolic Syndrome and Altered Gut Microbiota in Mice Lacking Toll-Like Receptor 5
Vijay-Kumar, M., Aitken, J. D., Carvalho, F. A., Cullender, T. C., Mwangi, S., Srinivasan, S., Sitaraman, S. V., Knight, R., Ley, R. E., & Gewirtz, A. T. (2010) · Science · doi:10.1126/science.1179721 · Cited by 2,068 · see citing works
Self-citationInnate immunity and intestinal microbiota in the development of Type 1 diabetes
Wen, L., Ley, R. E., Volchkov, P. Y., Stranges, P. B., Avanesyan, L., Stonebraker, A. C., Hu, C., Wong, F. S., Szot, G. L., Bluestone, J. A., et al. (2008) · Nature · doi:10.1038/nature07336 · Cited by 1,921 · see citing works
Self-citationA Genomic View of the Human- <i>Bacteroides thetaiotaomicron</i> Symbiosis
Xu, J., Bjursell, M. K., Himrod, J., Deng, S., Carmichael, L. K., Chiang, H. C., Hooper, L. V., & Gordon, J. I. (2003) · Science · doi:10.1126/science.1080029 · Cited by 1,353 · see citing works
Error-correcting barcoded primers for pyrosequencing hundreds of samples in multiplex
Hamady, M., Walker, J. J., Harris, J. K., Gold, N. J., & Knight, R. (2008) · Nature Methods · doi:10.1038/nmeth.1184 · Cited by 1,310 · see citing works
Self-citationHamady, M., Lozupone, C., & Knight, R. D. (2009) · The ISME Journal · doi:10.1038/ismej.2009.97 · Cited by 1,100 · see citing works
Self-citationThe checkerboard score and species distributions
Stone, L., & Roberts, A. P. (1990) · Oecologia · doi:10.1007/bf00317345 · Cited by 1,061 · see citing works
Duncan, S. H., Belenguer, A., Holtrop, G., Johnstone, A. M., Flint, H. J., & Lobley, G. E. (2007) · Applied and Environmental Microbiology · doi:10.1128/aem.02340-06 · Cited by 941 · see citing works
Communicable Ulcerative Colitis Induced by T-bet Deficiency in the Innate Immune System
Garrett, W. S., Lord, G. M., Punit, S., Lugo‐Villarino, G., Mazmanian, S. K., Ito, S., Glickman, J. N., & Glimcher, L. H. (2007) · Cell · doi:10.1016/j.cell.2007.08.017 · Cited by 915 · see citing works
Sela, D. A., Chapman, J., Adeuya, A., Kim, J., Chen, F., Whitehead, T. R., Lapidus, A. L., Rokhsar, D. S., Lebrilla, C. B., German, J. B., et al. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0809584105 · Cited by 878 · see citing works
Comparative metagenomics revealed commonly enriched gene sets in human gut microbiomes
Kurokawa, K., Itoh, T., Kuwahara, T., Oshima, K., Toh, H., Toyoda, A., Takami, H., Morita, H., Sharma, V. K., Srivastava, T. P., et al. (2007) · DNA Research · doi:10.1093/dnares/dsm018 · Cited by 869 · see citing works
Flint, H. J., Duncan, S. H., Scott, K. P., & Louis, P. (2007) · Environmental Microbiology · doi:10.1111/j.1462-2920.2007.01281.x · Cited by 632 · see citing works
Assembly of the human intestinal microbiota
Dethlefsen, L., Eckburg, P. B., Bik, E. M., & Relman, D. A. (2006) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2006.06.013 · Cited by 509 · see citing works
Gut microbiota: a potential new territory for drug targeting
Jia, W. P., Li, H., Zhao, L., & Nicholson, J. K. (2008) · Nature Reviews Drug Discovery · doi:10.1038/nrd2505 · Cited by 471 · see citing works
Systematic artifacts in metagenomes from complex microbial communities
Gomez‐Alvarez, V., Teal, T. K., & Schmidt, T. M. (2009) · The ISME Journal · doi:10.1038/ismej.2009.72 · Cited by 467 · see citing works
CCA: AnRPackage to Extend Canonical Correlation Analysis
Gonzalez, I., Dejean, S., Martin, P. G. P., & Baccini, A. (2008) · Journal of Statistical Software · doi:10.18637/jss.v023.i12 · Cited by 379 · see citing works
Canonical Correlation Analysis When the Data are Curves
Leurgans, S. E., Moyeed, R. A., & Silverman, B. W. (1993) · Journal of the Royal Statistical Society Series B (Statistical Methodology) · doi:10.1111/j.2517-6161.1993.tb01936.x · Cited by 328 · see citing works
Krebs, N. F., Westcott, J., Butler, N. N., Robinson, C. C., Bell, M. L., & Hambidge, K. M. (2006) · Journal of Pediatric Gastroenterology and Nutrition · doi:10.1097/01.mpg.0000189346.25172.fd · Cited by 315 · see citing works
Comparative Metagenomics and Population Dynamics of the Gut Microbiota in Mother and Infant
Vaishampayan, P., Kuehl, J. V., Froula, J. L., Morgan, J. L., Ochman, H., & Francino, M. P. (2010) · Genome Biology and Evolution · doi:10.1093/gbe/evp057 · Cited by 236 · see citing works
Sulphate reducing bacteria and hydrogen metabolism in the human large intestine.
Gibson, G. R., Macfarlane, G. T., & Cummings, J. H. (1993) · Gut · doi:10.1136/gut.34.4.437 · Cited by 226 · see citing works
Glass, E. M., & Meyer, F. (2011) · doi:10.1002/9781118010518.ch37 · Cited by 189 · see citing works
Duncan, S. H., Scott, K. P., Ramsay, A. G., Harmsen, H. J. M., Welling, G. W., Stewart, C. S., & Flint, H. J. (2003) · Applied and Environmental Microbiology · doi:10.1128/aem.69.2.1136-1142.2003 · Cited by 179 · see citing works
Rautava, S., Kalliomäki, M. A., & Isolauri, E. (2005) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2005.02.010 · Cited by 131 · see citing works
Host-bacterial coevolution and the search for new drug targets
Zaneveld, J., Turnbaugh, P. J., Lozupone, C., Ley, R. E., Hamady, M., Gordon, J. I., & Knight, R. D. (2008) · Current Opinion in Chemical Biology · doi:10.1016/j.cbpa.2008.01.015 · Cited by 109 · see citing works
Self-citationGueimonde, M., Sakata, S., Kalliomäki, M. A., Isolauri, E., Benno, Y., & Salminen, S. (2006) · Journal of Pediatric Gastroenterology and Nutrition · doi:10.1002/j.1536-4801.2006.tb00014.x · Cited by 45 · see citing works
Vijay–Kumar, M., Aitken, J. D., Carvalho, F. A., et al. (2010) · Gastroenterology · doi:10.1016/s0016-5085(10)60237-5 · Cited by 3 · see citing works
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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 · see citing works
Self-citationDiversity, stability and resilience of the human gut microbiota
Lozupone, C. A., Stombaugh, J. I., Gordon, J. I., Jansson, J. K., & Knight, R. (2012) · Nature · doi:10.1038/nature11550 · Cited by 5,533 · see citing works
Self-citationCryan, J. F., O'Riordan, K. J., Cowan, C. S. M., Sandhu, K. V., Bastiaanssen, T. F. S., Boehme, M., Codagnone, M. G., Cussotto, S., Fulling, C., Golubeva, A. V., et al. (2019) · Physiological Reviews · doi:10.1152/physrev.00018.2018 · Cited by 5,286 · see citing works
Host-gut microbiota metabolic interactions
Nicholson, J. K., Holmes, E., Kinross, J., Burcelin, R., Gibson, G., Jia, W., & Pettersson, S. (2012) · Science · doi:10.1126/science.1223813 · Cited by 4,760 · see citing works
Interaction between microbiota and immunity in health and disease
Zheng, D., Liwinski, T., & Elinav, E. (2020) · Cell Research · doi:10.1038/s41422-020-0332-7 · Cited by 3,947 · see citing works
Gut Microbiota from Twins Discordant for Obesity Modulate Metabolism in Mice
Ridaura, V. K., Faith, J. J., Rey, F. E., Cheng, J., Duncan, A. E., Kau, A. L., Griffin, N. W., Lombard, V., Henrissat, B., Bain, J. R., et al. (2013) · Science · doi:10.1126/science.1241214 · Cited by 3,788 · see citing works
Self-citationThe impact of the gut microbiota on human health: an integrative view
Clemente, J. C., Ursell, L. K., Parfrey, L. W., & Knight, R. (2012) · Cell · doi:10.1016/j.cell.2012.01.035 · Cited by 3,710 · see citing works
Self-citationIntroduction to the human gut microbiota
Thursby, E., & Juge, N. (2017) · Biochemical Journal · doi:10.1042/bcj20160510 · Cited by 3,600 · see citing works
Dynamics and Stabilization of the Human Gut Microbiome during the First Year of Life
Bäckhed, F., Roswall, J., Peng, Y., Feng, Q., Jia, H., Kovatcheva-Datchary, P., Li, Y., Xia, Y., Xie, H., Zhong, H., et al. (2015) · Cell Host & Microbe · doi:10.1016/j.chom.2015.04.004 · Cited by 3,315 · see citing works
Human Genetics Shape the Gut Microbiome
Goodrich, J. K., Waters, J. L., Poole, A. C., Sutter, J. L., Koren, O., Blekhman, R., Beaumont, M., Van Treuren, W., Knight, R., Bell, J. T., et al. (2014) · Cell · doi:10.1016/j.cell.2014.09.053 · Cited by 3,164 · see citing works
Self-citationThe Role of Short-Chain Fatty Acids From Gut Microbiota in Gut-Brain Communication
Silva, Y. P., Bernardi, A., & Frozza, R. L. (2020) · Frontiers in Endocrinology · doi:10.3389/fendo.2020.00025 · Cited by 3,043 · see citing works
“Furthermore, delivery mode (47) and early-life occurrences such as feeding changes, infection, and antibiotics treatment (48, 49) have a huge effect on the gutmicrobiota composition with a long-term impact on brain and behavior (9, 29).”
BackgroundCurrent understanding of the human microbiome
Gilbert, J. A., Blaser, M. J., Caporaso, J. G., Jansson, J. K., Lynch, S. V., & Knight, R. (2018) · Nature Medicine · doi:10.1038/nm.4517 · Cited by 2,609 · see citing works
Self-citationHuman nutrition, the gut microbiome and the immune system
Kau, A. L., Ahern, P. P., Griffin, N. W., Goodman, A. L., & Gordon, J. I. (2011) · Nature · doi:10.1038/nature10213 · Cited by 2,588 · see citing works
The Placenta Harbors a Unique Microbiome
Aagaard, K., Ma, J., Antony, K. M., Ganu, R., Petrosino, J., & Versalovic, J. (2014) · Science Translational Medicine · doi:10.1126/scitranslmed.3008599 · Cited by 2,494 · see citing works
Host Remodeling of the Gut Microbiome and Metabolic Changes during Pregnancy
Koren, O., Goodrich, J. K., Cullender, T. C., Spor, A., Laitinen, K., Kling Bäckhed, H., Gonzalez, A., Werner, J. J., Angenent, L. T., Knight, R., et al. (2012) · Cell · doi:10.1016/j.cell.2012.07.008 · Cited by 2,165 · see citing works
Self-citationGut microbiome alterations in Alzheimer’s disease
Vogt, N. M., Kerby, R. L., Dill-McFarland, K. A., Harding, S. J., Merluzzi, A. P., Johnson, S. C., Carlsson, C. M., Asthana, S., Zetterberg, H., Blennow, K., et al. (2017) · Scientific Reports · doi:10.1038/s41598-017-13601-y · Cited by 2,137 · see citing works
How colonization by microbiota in early life shapes the immune system
Gensollen, T., Iyer, S. S., Kasper, D. L., & Blumberg, R. S. (2016) · Science · doi:10.1126/science.aad9378 · Cited by 2,044 · see citing works
Milani, C., Duranti, S., Bottacini, F., Casey, E., Turroni, F., Mahony, J., Belzer, C., Delgado Palacio, S., Arboleya Montes, S., Mancabelli, L., et al. (2017) · Microbiology and Molecular Biology Reviews · doi:10.1128/mmbr.00036-17 · Cited by 1,950 · see citing works
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 · see citing works
Dysbiosis and the immune system
Levy, M., Kolodziejczyk, A. A., Thaiss, C. A., & Elinav, E. (2017) · Nature Reviews Immunology · doi:10.1038/nri.2017.7 · Cited by 1,769 · see citing works
Unravelling the effects of the environment and host genotype on the gut microbiome
Spor, A., Koren, O., & Ley, R. (2011) · Nature Reviews Microbiology · doi:10.1038/nrmicro2540 · Cited by 1,509 · see citing works
Self-citationThe Application of Ecological Theory Toward an Understanding of the Human Microbiome
Costello, E. K., Stagaman, K., Dethlefsen, L., Bohannan, B. J. M., & Relman, D. A. (2012) · Science · doi:10.1126/science.1224203 · Cited by 1,437 · see citing works
The central nervous system and the gut microbiome
Sharon, G., Sampson, T. R., Geschwind, D. H., & Mazmanian, S. K. (2016) · Cell · doi:10.1016/j.cell.2016.10.027 · Cited by 1,513 · see citing works
How glycan metabolism shapes the human gut microbiota
Koropatkin, N. M., Cameron, E. A., & Martens, E. C. (2012) · Nature Reviews Microbiology · doi:10.1038/nrmicro2746 · Cited by 1,419 · see citing works
An insight into gut microbiota and its functionalities
Adak, A., & Khan, M. R. (2019) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-018-2943-4 · Cited by 1,485 · see citing works
The Integrative Human Microbiome Project
The Integrative HMP (iHMP) Research Network Consortium, Proctor, L. M., Creasy, H. H., Fettweis, J. M., Lloyd-Price, J., Mahurkar, A., Zhou, W., Buck, G. A., Snyder, M. P., Strauss, J. F., et al. (2019) · Nature · doi:10.1038/s41586-019-1238-8 · Cited by 1,381 · see citing works
Variation in Microbiome LPS Immunogenicity Contributes to Autoimmunity in Humans
Vatanen, T., Kostic, A. D., d’Hennezel, E., Siljander, H., Franzosa, E. A., Yassour, M., Kolde, R., Vlamakis, H., Arthur, T. D., Hämäläinen, A.-M., et al. (2016) · Cell · doi:10.1016/j.cell.2016.04.007 · Cited by 1,289 · see citing works
Ursell, L. K., Metcalf, J. L., Parfrey, L. W., & Knight, R. (2012) · Nutrition Reviews · doi:10.1111/j.1753-4887.2012.00493.x · Cited by 1,255 · see citing works
Self-citationMicroglia development follows a stepwise program to regulate brain homeostasis
Matcovitch-Natan, O., Winter, D. R., Giladi, A., Vargas Aguilar, S., Spinrad, A., Sarrazin, S., Ben-Yehuda, H., David, E., Zelada González, F., Perrin, P., et al. (2016) · Science · doi:10.1126/science.aad8670 · Cited by 1,180 · see citing works
The microbiome in early life: Implications for health outcomes
Tamburini, S., Shen, N., Wu, H. C., & Clemente, J. C. (2016) · Nature Medicine · doi:10.1038/nm.4142 · Cited by 1,213 · see citing works
Moving pictures of the human microbiome
Caporaso, J. G., Lauber, C. L., Costello, E. K., Berg-Lyons, D., Gonzalez, A., Stombaugh, J., Knights, D., Gajer, P., Ravel, J., Fierer, N., et al. (2011) · Genome Biology · doi:10.1186/gb-2011-12-5-r50 · Cited by 1,138 · see citing works
Self-citationStunted microbiota and opportunistic pathogen colonization in caesarean-section birth
Shao, Y., Forster, S. C., Tsaliki, E., Vervier, K., Strang, A., Simpson, N., Kumar, N., Stares, M. D., Rodger, A., Brocklehurst, P., et al. (2019) · Nature · doi:10.1038/s41586-019-1560-1 · Cited by 1,088 · see citing works
Yassour, M., Vatanen, T., Siljander, H., Hämäläinen, A.-M., Härkönen, T., Ryhänen, S. J., Franzosa, E. A., Vlamakis, H., Huttenhower, C., Gevers, D., et al. (2016) · Science Translational Medicine · doi:10.1126/scitranslmed.aad0917 · Cited by 1,043 · see citing works
Segata, N., Haake, S. K., Mannon, P., Lemon, K. P., Waldron, L., Gevers, D., Huttenhower, C., & Izard, J. (2012) · Genome Biology · doi:10.1186/gb-2012-13-6-r42 · Cited by 1,076 · see citing works
Chu, D. M., Ma, J., Prince, A. L., Antony, K. M., Seferovic, M. D., & Aagaard, K. M. (2017) · Nature Medicine · doi:10.1038/nm.4272 · Cited by 1,063 · see citing works
The resilience of the intestinal microbiota influences health and disease
Sommer, F., Anderson, J. M., Bharti, R., Raes, J., & Rosenstiel, P. (2017) · Nature Reviews Microbiology · doi:10.1038/nrmicro.2017.58 · Cited by 1,058 · see citing works
Jakobsson, H. E., Abrahamsson, T. R., Jenmalm, M. C., Harris, K., Quince, C., Jernberg, C., Björkstén, B., Engstrand, L., & Andersson, A. F. (2014) · Gut · doi:10.1136/gutjnl-2012-303249 · Cited by 1,011 · see citing works
The microbiota-gut-brain axis: from motility to mood
Margolis, K. G., Cryan, J. F., & Mayer, E. A. (2021) · Gastroenterology · doi:10.1053/j.gastro.2020.10.066 · Cited by 999 · see citing works
Exploring the bovine rumen bacterial community from birth to adulthood
Jami, E., Israel, A., Kotser, A., & Mizrahi, I. (2013) · The ISME Journal · doi:10.1038/ismej.2013.2 · Cited by 963 · see citing works
Host lifestyle affects human microbiota on daily timescales
David, L. A., Materna, A. C., Friedman, J., Campos-Baptista, M. I., Blackburn, M. C., Perrotta, A., Erdman, S. E., & Alm, E. J. (2014) · Genome biology · doi:10.1186/gb-2014-15-7-r89 · Cited by 950 · see citing works
Effects of gut microbes on nutrient absorption and energy regulation
Krajmalnik‐Brown, R., Ilhan, Z., Kang, D., & DiBaise, J. K. (2012) · Nutrition in Clinical Practice · doi:10.1177/0884533611436116 · Cited by 852 · see citing works
The Human Gut Microbiome: From Association to Modulation
Schmidt, T. S. B., Raes, J., & Bork, P. (2018) · Cell · doi:10.1016/j.cell.2018.02.044 · Cited by 845 · see citing works
Dynamics and associations of microbial community types across the human body
Ding, T., & Schloss, P. D. (2014) · Nature · doi:10.1038/nature13178 · Cited by 885 · see citing works
American Gut: an Open Platform for Citizen-Science Microbiome Research
McDonalda, D., Hyde, E., Debelius, J. W., Morton, J. T., Gonzalez, A., Ackermann, G., Aksenov, A. A., Behsaz, B., Brennan, C., Chen, Y., et al. (2018) · doi:10.1101/277970 · Cited by 878 · see citing works
Self-citationDiet-microbiota interactions and personalized nutrition
Kolodziejczyk, A. A., Zheng, D., & Elinav, E. (2019) · Nature Reviews Microbiology · doi:10.1038/s41579-019-0256-8 · Cited by 879 · see citing works
Archaea and fungi of the human gut microbiome: correlations with diet and bacterial residents
Hoffmann, C., Dollive, S., Grunberg, S., Chen, J., Li, H., Wu, G. D., Lewis, J. D., & Bushman, F. D. (2013) · PLoS ONE · doi:10.1371/journal.pone.0066019 · Cited by 808 · see citing works
“The associations presented here, together with other work [49], [41], [13], allow the proposal of specific relationships between nutrition and microbial consortia within the human gut.”
BackgroundMicrobiota and Host Nutrition across Plant and Animal Kingdoms
Hacquard, S., Garrido-Oter, R., González, A., Spaepen, S., Ackermann, G., Lebeis, S., McHardy, A. C., Dangl, J. L., Knight, R., Ley, R., et al. (2015) · Cell Host & Microbe · doi:10.1016/j.chom.2015.04.009 · Cited by 779 · see citing works
Self-citationSartor, R. B., & Wu, G. D. (2017) · Gastroenterology · doi:10.1053/j.gastro.2016.10.012 · Cited by 808 · see citing works
The Human Microbiome and Child Growth – First 1000 Days and Beyond
Robertson, R. C., Manges, A. R., Finlay, B. B., & Prendergast, A. J. (2019) · Trends in Microbiology · doi:10.1016/j.tim.2018.09.008 · Cited by 793 · see citing works
The oral microbiome: Role of key organisms and complex networks in oral health and disease
Sedghi, L., DiMassa, V., Harrington, A., Lynch, S. V., & Kapila, Y. L. (2021) · Periodontology 2000 · doi:10.1111/prd.12393 · Cited by 755 · see citing works
The human gut microbiome: ecology and recent evolutionary changes
Walter, J., & Ley, R. (2011) · Annual Review of Microbiology · doi:10.1146/annurev-micro-090110-102830 · Cited by 720 · see citing works
Self-citationIntestinal microbiota in human health and disease: the impact of probiotics
Gerritsen, J., Smidt, H., Rijkers, G. T., & de Vos, W. M. (2011) · Genes & Nutrition · doi:10.1007/s12263-011-0229-7 · Cited by 724 · see citing works
Interactions of commensal and pathogenic microorganisms with the intestinal mucosal barrier
Martens, E. C., Neumann, M., & Desai, M. S. (2018) · Nature Reviews Microbiology · doi:10.1038/s41579-018-0036-x · Cited by 711 · see citing works
Antibiotics and the Gut Microbiota
Modi, S. R., Collins, J. J., & Relman, D. A. (2014) · Journal of Clinical Investigation · doi:10.1172/jci72333 · Cited by 667 · see citing works
Our gut microbiome: The evolving inner self
Kundu, P., Blacher, E., Elinav, E., & Pettersson, S. (2017) · Cell · doi:10.1016/j.cell.2017.11.024 · Cited by 633 · see citing works
An, D., Oh, S. F., Olszak, T., Neves, J. F., Avci, F. Y., Erturk-Hasdemir, D., Lu, X., Zeissig, S., Blumberg, R. S., & Kasper, D. L. (2014) · Cell · doi:10.1016/j.cell.2013.11.042 · Cited by 643 · see citing works
Diversity of Bifidobacteria within the Infant Gut Microbiota
Turroni, F., Peano, C., Pass, D. A., Foroni, E., Severgnini, M., Claesson, M. J., Kerr, C., Hourihane, J., Murray, D., Fuligni, F., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0036957 · Cited by 647 · see citing works
Review article: dietary fibre-microbiota interactions
Simpson, H. L., & Campbell, B. J. (2015) · Alimentary Pharmacology & Therapeutics · doi:10.1111/apt.13248 · Cited by 602 · see citing works
Intestinal Microbial Diversity during Early-Life Colonization Shapes Long-Term IgE Levels
Cahenzli, J., Köller, Y., Wyss, M., Geuking, M. B., & McCoy, K. D. (2013) · Cell Host & Microbe · doi:10.1016/j.chom.2013.10.004 · Cited by 611 · see citing works
Diet and the Intestinal Microbiome: Associations, Functions, and Implications for Health and Disease
Albenberg, L. G., & Wu, G. D. (2014) · Gastroenterology · doi:10.1053/j.gastro.2014.01.058 · Cited by 606 · see citing works
Fate, activity, and impact of ingested bacteria within the human gut microbiota
Derrien, M., & van Hylckama Vlieg, J. E. T. (2015) · Trends in Microbiology · doi:10.1016/j.tim.2015.03.002 · Cited by 605 · see citing works
Deshmukh, H. S., Liu, Y., Menkiti, O. R., Mei, J., Dai, N., O'Leary, C. E., Oliver, P. M., Kolls, J. K., Weiser, J. N., & Worthen, G. S. (2014) · Nature Medicine · doi:10.1038/nm.3542 · Cited by 579 · see citing works
Bacteroides in the infant gut consume milk oligosaccharides via mucus-utilization pathways
Marcobal, A., Barboza, M., Sonnenburg, E. D., Pudlo, N., Martens, E. C., Desai, P., Lebrilla, C. B., Weimer, B. C., Mills, D. A., German, J. B., et al. (2011) · Cell Host & Microbe · doi:10.1016/j.chom.2011.10.007 · Cited by 574 · see citing works
Sochocka, M., Donskow-Łysoniewska, K., Diniz, B. S., Kurpas, D., Brzozowska, E., & Leszek, J. (2019) · Molecular Neurobiology · doi:10.1007/s12035-018-1188-4 · Cited by 584 · see citing works
Evolution of gut microbiota composition from birth to 24 weeks in the INFANTMET Cohort
Hill, C. J., Lynch, D. B., Murphy, K., Ulaszewska, M., Jeffery, I. B., O’Shea, C. A., Watkins, C., Dempsey, E., Mattivi, F., Tuohy, K., et al. (2017) · Microbiome · doi:10.1186/s40168-016-0213-y · Cited by 573 · see citing works
Biesbroek, G., Tsivtsivadze, E., Sanders, E. A. M., Montijn, R., Veenhoven, R. H., Keijser, B. J. F., & Bogaert, D. (2014) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201407-1240oc · Cited by 572 · see citing works
Collective unconscious: How gut microbes shape human behavior
Dinan, T. G., Stilling, R. M., Stanton, C., & Cryan, J. F. (2015) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2015.02.021 · Cited by 571 · see citing works
Koren, O., Knights, D., Gonzalez, A., Waldron, L., Segata, N., Knight, R., Huttenhower, C., & Ley, R. E. (2013) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002863 · Cited by 508 · see citing works
Self-citationInfant gut microbiome associated with cognitive development
Carlson, A. L., 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. (2018) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.06.021 · Cited by 541 · see citing works
Bergström, A., Skov, T. H., Bahl, M. I., Roager, H. M., Christensen, L. B., Ejlerskov, K. T., Mølgaard, C., Michaelsen, K. F., & Licht, T. R. (2014) · Applied and Environmental Microbiology · doi:10.1128/aem.00342-14 · Cited by 532 · see citing works
Feeding the microbiota–gut–brain axis: Diet, microbiome, and neuropsychiatry
Sandhu, K. V., Sherwin, E., Schellekens, H., Stanton, C., Dinan, T. G., & Cryan, J. F. (2017) · Translational Research · doi:10.1016/j.trsl.2016.10.002 · Cited by 491 · see citing works
Chapter 12: Human Microbiome Analysis
Morgan, X. C., & Huttenhower, C. (2012) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002808 · Cited by 496 · see citing works
Bifidobacteria and Their Health-Promoting Effects
Hidalgo-Cantabrana, C., Delgado, S., Ruiz, L., Ruas-Madiedo, P., Sánchez, B., & Margolles, A. (2017) · Microbiology Spectrum · doi:10.1128/microbiolspec.bad-0010-2016 · Cited by 490 · see citing works
Intestinal microbiota, diet and health
Power, S. E., O'Toole, P. W., Stanton, C., Ross, R. P., & Fitzgerald, G. F. (2014) · British Journal Of Nutrition · doi:10.1017/s0007114513002560 · Cited by 476 · see citing works
Mother’s Milk: A purposeful contribution to the development of the infant microbiota and immunity
Le Doare, K., Holder, B., Bassett, A., & Pannaraj, P. S. (2018) · Frontiers in Immunology · doi:10.3389/fimmu.2018.00361 · Cited by 475 · see citing works
Nayfach, S., Rodriguez-Mueller, B., Garud, N., & Pollard, K. S. (2016) · Genome Research · doi:10.1101/gr.201863.115 · Cited by 470 · see citing works
The Gut Microbiota and Autism Spectrum Disorders
Li, Q., Han, Y., Dy, A. B. C., & Hagerman, R. J. (2017) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2017.00120 · Cited by 462 · see citing works
Microbial shifts in the aging mouse gut
Langille, M. G., Meehan, C. J., Koenig, J. E., Dhanani, A. S., Rose, R. A., Howlett, S. E., & Beiko, R. G. (2014) · Microbiome · doi:10.1186/s40168-014-0050-9 · Cited by 437 · see citing works
Self-citationStrain-Level Analysis of Mother-to-Child Bacterial Transmission during the First Few Months of Life
Yassour, M., Jason, E., Hogstrom, L. J., Arthur, T. D., Tripathi, S., Siljander, H., Selvenius, J., Oikarinen, S., Hyöty, H., Virtanen, S. M., et al. (2018) · Cell Host & Microbe · doi:10.1016/j.chom.2018.06.007 · Cited by 455 · see citing works
Dietary effects on human gut microbiome diversity
Xu, Z., & Knight, R. (2015) · British Journal Of Nutrition · doi:10.1017/s0007114514004127 · Cited by 456 · see citing works
Self-citationAsnicar, F., Manara, S., Zolfo, M., Truong, D. T., Scholz, M., Armanini, F., Ferretti, P., Gorfer, V., Pedrotti, A., Tett, A., et al. (2017) · mSystems · doi:10.1128/msystems.00164-16 · Cited by 445 · see citing works
Development of the human gastrointestinal microbiota and insights from high-throughput sequencing
Dominguez-Bello, M. G., Blaser, M. J., Ley, R. E., & Knight, R. (2011) · Gastroenterology · doi:10.1053/j.gastro.2011.02.011 · Cited by 405 · see citing works
Self-citationMeta-analyses of studies of the human microbiota
Lozupone, C. A., Stombaugh, J., Gonzalez, A., Ackermann, G., Wendel, D., Vázquez-Baeza, Y., Jansson, J. K., Gordon, J. I., & Knight, R. (2013) · Genome Research · doi:10.1101/gr.151803.112 · Cited by 424 · see citing works
Self-citationStructure and function of the healthy pre-adolescent pediatric gut microbiome
Hollister, E. B., Riehle, K., Luna, R. A., Weidler, E. M., Rubio-Gonzales, M., Mistretta, T.-A., Raza, S., Doddapaneni, H. V., Metcalf, G. A., Muzny, D. M., et al. (2015) · Microbiome · doi:10.1186/s40168-015-0101-x · Cited by 406 · see citing works
Role of priority effects in the early-life assembly of the gut microbiota
Sprockett, D., Fukami, T., & Relman, D. A. (2018) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/nrgastro.2017.173 · Cited by 419 · see citing works
Signalling cognition: The gut microbiota and hypothalamic-pituitary-adrenal axis
Rusch, J. A., Layden, B. T., & Dugas, L. R. (2023) · Frontiers in Endocrinology · doi:10.3389/fendo.2023.1130689 · Cited by 415 · see citing works
Deep Sequencing of the Oral Microbiome Reveals Signatures of Periodontal Disease
Liu, B., Faller, L. L., Klitgord, N., Mazumdar, V., Ghodsi, M., Sommer, D. D., Gibbons, T. R., Treangen, T. J., Chang, Y.-C., Li, S., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0037919 · Cited by 411 · see citing works
Intestinal flora and disease mutually shape the regional immune system in the intestinal tract
Zhou, B., Yuan, Y., Zhang, S., Guo, C., Li, X., Li, G., Xiong, W., & Zeng, Z. (2020) · Frontiers in Immunology · doi:10.3389/fimmu.2020.00575 · Cited by 396 · see citing works
Espey, M. G. (2013) · Free Radical Biology and Medicine · doi:10.1016/j.freeradbiomed.2012.10.554 · Cited by 396 · see citing works
Arthur, J. C., Gharaibeh, R. Z., Mühlbauer, M., Perez-Chanona, E., Uronis, J. M., McCafferty, J., Fodor, A. A., & Jobin, C. (2014) · Nature Communications · doi:10.1038/ncomms5724 · Cited by 392 · see citing works
The Microbiome and Human Biology
Knight, R., Callewaert, C., Marotz, C., Hyde, E. R., Debelius, J. W., McDonald, D., & Sogin, M. L. (2017) · Annual Review of Genomics and Human Genetics · doi:10.1146/annurev-genom-083115-022438 · Cited by 373 · see citing works
Self-citationProbiotics, prebiotics and amelioration of diseases
Tsai, Y.-L., Lin, T.-L., Chang, C.-J., Wu, T.-R., Lai, W.-F., Lu, C.-C., & Lai, H.-C. (2019) · Journal of Biomedical Science · doi:10.1186/s12929-018-0493-6 · Cited by 388 · see citing works
O'Connell Motherway, M., Zomer, A., Leahy, S. C., Reunanen, J., Bottacini, F., Claesson, M. J., O'Brien, F., Flynn, K., Casey, P. G., Moreno Munoz, J. A., et al. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1105380108 · Cited by 376 · see citing works
Intestinal microbiota and diet in IBS: causes, consequences, or epiphenomena?
Rajilić-Stojanović, M., Jonkers, D. M., Salonen, A., Hanevik, K., Raes, J., Jalanka, J., de Vos, W. M., Manichanh, C., Golic, N., Enck, P., et al. (2015) · American Journal of Gastroenterology · doi:10.1038/ajg.2014.427 · Cited by 359 · see citing works
The first thousand days - intestinal microbiology of early life: Establishing a symbiosis
Wopereis, H., Oozeer, R., Knipping, K., Belzer, C., & Knol, J. (2014) · Pediatric Allergy and Immunology · doi:10.1111/pai.12232 · Cited by 352 · see citing works
Jalanka-Tuovinen, J., Salonen, A., Nikkilä, J., Immonen, O., Kekkonen, R., Lahti, L., Palva, A., & de Vos, W. M. (2011) · PLoS ONE · doi:10.1371/journal.pone.0023035 · Cited by 340 · see citing works
Rebuilding the Gut Microbiota Ecosystem
Gagliardi, A., Totino, V., Cacciotti, F., Iebba, V., Neroni, B., Bonfiglio, G., Trancassini, M., Passariello, C., Pantanella, F., & Schippa, S. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15081679 · Cited by 340 · see citing works
Inflammatory Bowel Disease as a Model for Translating the Microbiome
Huttenhower, C., Kostic, A. D., & Xavier, R. J. (2014) · Immunity · doi:10.1016/j.immuni.2014.05.013 · Cited by 332 · see citing works
Jašarević, E., Howerton, C. L., Howard, C. D., & Bale, T. L. (2015) · Endocrinology · doi:10.1210/en.2015-1177 · Cited by 329 · see citing works
The neuroendocrinology of the microbiota-gut-brain axis: a behavioural perspective
Cussotto, S., Sandhu, K. V., Dinan, T. G., & Cryan, J. F. (2018) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2018.04.002 · Cited by 326 · see citing works
- Authors
- Koenig, J. E., Spor, A., Scalfone, N., Fricker, A. D., Stombaugh, J., Knight, R., Angenent, L. T., & Ley, R. E.
- Affiliations
- Cornell University (US)
- University of Colorado Boulder (US)
- Howard Hughes Medical Institute (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2010-07-28
- Volume
- 108
- Issue
- supplement_1
- Pages
- 4578-4585
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC3063592
- OpenAlex
- W2139884694
- Cited by
- 2,540
- References
- 44
- Citations by year
- 2026: 67 · 2025: 94 · 2024: 143 · 2023: 161 · 2022: 182 · 2021: 186 · 2020: 201 · 2019: 201 · 2018: 191 · 2017: 203 · 2016: 218 · 2015: 210 · 2014: 161 · 2013: 157 · 2012: 105
- FWCI
- 41.59
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Health Sciences › Nursing › Nutrition and Dietetics › Infant Nutrition and Health
- Physical Sciences › Environmental Science › Ecology › Microbial Community Ecology and Physiology
- Keywords
- infant gut microbiota, microbial succession, microbial community assembly, life events, lactate utilization, Bacteroidetes, short-chain fatty acids, carbohydrate utilization, vitamin biosynthesis, xenobiotic degradation, phylogenetic diversity, metagenomics, 16S rRNA gene
- MeSH terms
- Age Factors, Base Sequence, Feces, Humans, Infant, Infant, Newborn, Molecular Sequence Data, RNA, Ribosomal, 16S, Species Specificity, Cluster Analysis, Sequence Analysis, DNA, DNA Primers, Gastrointestinal Tract, Metagenome, DNA Barcoding, Taxonomic
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