The DOI matches its Crossref record; 62 of the 62 references it cites were found in a registry or an index.
Intestinal Microbiota in Healthy U.S. Young Children and Adults—A High Throughput Microarray Analysis
Open accessAbstract
UNLABELLED: It is generally believed that the infant's microbiota is established during the first 1-2 years of life. However, there is scarce data on its characterization and its comparison to the adult-like microbiota in consecutive years. AIM: To characterize and compare the intestinal microbiota in healthy young children (1-4 years) and healthy adults from the North Carolina region in the U.S. using high-throughput bacterial phylogenetic microarray analysis. METHODS: Detailed characterization and comparison of the intestinal microbiota of healthy children aged 1-4 years old (n = 28) and healthy adults of 21-60 years (n = 23) was carried out using the Human Intestinal Tract Chip (HITChip) phylogenetic microarray targeting the V1 and V6 regions of 16S rRNA and quantitative PCR. RESULTS: The HITChip microarray data indicate that Actinobacteria, Bacilli, Clostridium cluster IV and Bacteroidetes are the predominant phylum-like groups that exhibit differences between young children and adults. The phylum-like group Clostridium cluster XIVa was equally predominant in young children and adults and is thus considered to be established at an early age. The genus-like level show significant 3.6 fold (higher or lower) differences in the abundance of 26 genera between young children and adults. Young U.S. children have a significantly 3.5-fold higher abundance of Bifidobacterium species than the adults from the same location. However, the microbiota of young children is less diverse than that of adults. CONCLUSIONS: We show that the establishment of an adult-like intestinal microbiota occurs at a later age than previously reported. Characterizing the microbiota and its development in the early years of life may help identify 'windows of opportunity' for interventional strategies that may promote health and prevent or mitigate disease processes.
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
“The gut microbiota, however, may undergo a more prolonged development than previously suspected, with other evidence to indicate that it continues to develop past early childhood [82,83].”
From Effect of Diet on the Gut Microbiota: Rethinking Intervention Duration (2019) · cites this paper as [82]
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
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,893
Data mining: concepts and techniques
Sharma, R., Shah, K., Shirahatti, Y., Patel, S., Sharma, R., Shah, K., Patel, S., Sharma, R., & Han, J. (2012) · Choice Reviews Online · doi:10.5860/choice.49-3305 · Cited by 28,665
Modern Applied Statistics with S
Venables, W. N., & Ripley, B. D. (2002) · Statisctics and computing/Statistics and computing · doi:10.1007/978-0-387-21706-2 · Cited by 25,941
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
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
Bolstad, B. M., Irizarry, R. A., Åstrand, M., & Speed, T. P. (2003) · Bioinformatics · doi:10.1093/bioinformatics/19.2.185 · Cited by 8,328
Diversity of the Human Intestinal Microbial Flora
Eckburg, P. B., Bik, E. M., Bernstein, C. N., Purdom, E., Dethlefsen, L., Sargent, M., Gill, S. R., Nelson, K. E., & Relman, D. A. (2005) · Science · doi:10.1126/science.1110591 · Cited by 7,913
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
Diversity and Evenness: A Unifying Notation and Its Consequences
Hill, M. (1973) · Ecology · doi:10.2307/1934352 · Cited by 6,486
Host-Bacterial Mutualism in the Human Intestine
Bäckhed, F., Ley, R. E., Sonnenburg, J. L., Peterson, D. A., & Gordon, J. I. (2005) · Science · doi:10.1126/science.1104816 · Cited by 5,277
Dominguez-Bello, M. G., Costello, E. K., Contreras, M., Magris, M., Hidalgo, G., Fierer, N., & Knight, R. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1002601107 · Cited by 4,774
Frank, D. N., St. Amand, A. L., Feldman, R. A., Boedeker, E. C., Harpaz, N., & Pace, N. R. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0706625104 · Cited by 4,611
Controlling the false discovery rate in behavior genetics research
Benjamini, Y., Drai, D., Elmer, G., Kafkafi, N., & Golani, I. (2001) · Behavioural Brain Research · doi:10.1016/s0166-4328(01)00297-2 · Cited by 4,146
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
Succession of microbial consortia in the developing infant gut microbiome
Koenig, J. E., Spor, A., Scalfone, N., Fricker, A. D., Stombaugh, J., Knight, R., Angenent, L. T., & Ley, R. E. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1000081107 · Cited by 2,540
Factors influencing the composition of the intestinal microbiota in early infancy
Penders, J., Thijs, C., Vink, C., Stelma, F. F., Snijders, B., Kummeling, I., van den Brandt, P. A., & Stobberingh, E. E. (2006) · PEDIATRICS · doi:10.1542/peds.2005-2824 · Cited by 2,232
Through Ageing, and Beyond: Gut Microbiota and Inflammatory Status in Seniors and Centenarians
Biagi, E., Nylund, L., Candela, M., Ostan, R., Bucci, L., Pini, E., Nikkïla, J., Monti, D., Satokari, R., Franceschi, C., et al. (2010) · PLoS ONE · doi:10.1371/journal.pone.0010667 · Cited by 1,483
Self-citationDevelopmental microbial ecology of the neonatal gastrointestinal tract
Mackie, R. I., Sghir, A., & Gaskins, H. R. (1999) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/69.5.1035s · Cited by 1,360
Comparative Analysis of Human Gut Microbiota by Barcoded Pyrosequencing
Andersson, A. F., Lindberg, M., Jakobsson, H. E., Bäckhed, F., Nyrén, P., & Engstrand, L. G. (2008) · PLoS ONE · doi:10.1371/journal.pone.0002836 · Cited by 1,079
Early differences in fecal microbiota composition in children may predict overweight
Kalliomäki, M. A., Collado, M. C., Salminen, S., & Isolauri, E. (2008) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/87.3.534 · Cited by 1,056
Kassinen, A., Krogius-Kurikka, L., Mäkivuokko, H., Rinttilä, T., Paulin, L., Corander, J., Malinen, E., Apajalahti, J., & Palva, A. (2007) · Gastroenterology · doi:10.1053/j.gastro.2007.04.005 · Cited by 1,002
Self-citationComparative 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
Penders, J., Thijs, C., van den Brandt, P. A., Kummeling, I., Snijders, B., Stelma, F., Adams, H., van Ree, R., & Stobberingh, E. E. (2007) · Gut · doi:10.1136/gut.2006.100164 · Cited by 844
Bisgaard, H., Li, N., Bonnelykke, K., Chawes, B. L. K., Skov, T., Paludan-Müller, G., Stokholm, J., Smith, B., & Krogfelt, K. A. (2011) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2011.04.060 · Cited by 786
Bartosch, S., Fite, A., Macfarlane, G. T., & McMurdo, M. E. T. (2004) · Applied and Environmental Microbiology · doi:10.1128/aem.70.6.3575-3581.2004 · Cited by 762 · cited 1×
“qPCR was performed using the SYBRH Green PCR master mix (Applied Biosystems, Carlsbad, CA) with primers that amplify the genes encoding 16S rRNA from Bifidobacterium genus [49] (forward, 59GGGTGGTAATGCCGGATG-39; reverse, 59TAAGCGATGGACTTTCACACC-39) [6].”
MethodIntestinal 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
Malinen, E., Rinttila, T., Kajander, K., Matto, J., Kassinen, A., Krogius, L., Saarela, M., Korpela, R., & Palva, A. (2005) · The American Journal of Gastroenterology · doi:10.1111/j.1572-0241.2005.40312.x · Cited by 699
Self-citationEstablishment of the gut microbiota in Western infants
Adlerberth, I., & Wold, A. E. (2009) · Acta Paediatrica · doi:10.1111/j.1651-2227.2008.01060.x · Cited by 665
Frank, D. N., Robertson, C. E., Hamm, C. M., Kpadeh, Z. Z., Zhang, T., Chen, H., Zhu, W., Sartor, R. B., Boedeker, E. C., Harpaz, N., et al. (2010) · Inflammatory Bowel Diseases · doi:10.1002/ibd.21339 · Cited by 612
Salonen, A., Nikkilä, J., Jalanka, J., Immonen, O., Rajilić-Stojanović, M. D., Kekkonen, R. A., Palva, A., & de Vos, W. M. (2010) · Journal of Microbiological Methods · doi:10.1016/j.mimet.2010.02.007 · Cited by 606
Self-citationDiversity of the human gastrointestinal tract microbiota revisited
Rajilić‐Stojanović, M., Smidt, H., & De Vos, W. M. (2007) · Environmental Microbiology · doi:10.1111/j.1462-2920.2007.01369.x · Cited by 559
The New S Language, A Programming Environment for Data Analysis and Graphics.
Austin, G., Becker, R. A., Chambers, J. M., & Wilks, A. R. (1990) · The Economic Journal · doi:10.2307/2234167 · Cited by 523
Fecal Microbiota in Premature Infants Prior to Necrotizing Enterocolitis
Mai, V., Young, C., Ukhanova, M., Wang, X., Sun, Y., Casella, G., Theriaque, D. W., Li, N., Sharma, R. R., Hudak, M. L., et al. (2011) · PLoS ONE · doi:10.1371/journal.pone.0020647 · Cited by 508
Antibiotic use and inflammatory bowel diseases in childhood
Hviid, A. P., Svanström, H., & Frisch, M. (2010) · Gut · doi:10.1136/gut.2010.219683 · Cited by 492
Rajilić‐Stojanović, M., Heilig, H. G. H. J., Molenaar, D., Kajander, K., Surakka, A., Smidt, H., & De Vos, W. M. (2009) · Environmental Microbiology · doi:10.1111/j.1462-2920.2009.01900.x · Cited by 484
Multiple Comparisons and Multiple Tests Using the SAS System
ROM, D. M., Tobias, R. D., & Wolfinger, R. D. (1999) · Cited by 439
Reduced diversity in the early fecal microbiota of infants with atopic eczema
Wang, M., Karlsson, C., Olsson, C., Adlerberth, I., Wold, A. E., Strachan, D. P., Martricardi, P. M., Åberg, N., Perkin, M. R., Tripodi, S., et al. (2007) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2007.09.011 · Cited by 434
Carroll, I. M., Ringel‐Kulka, T., Siddle, J. P., & Ringel, Y. (2012) · Neurogastroenterology & Motility · doi:10.1111/j.1365-2982.2012.01891.x · Cited by 425
Self-citationAgans, R., Rigsbee, L., Kenche, H., Michail, S., Khamis, H. J., & Paliy, O. (2011) · FEMS Microbiology Ecology · doi:10.1111/j.1574-6941.2011.01120.x · Cited by 343
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
Self-citationNanthakumar, N. N., Meng, D., Goldstein, A. M., Zhu, W., Lu, L., Uauy, R. D., Llanos, A. R., Claud, E. C., & Walker, W. A. (2011) · PLoS ONE · doi:10.1371/journal.pone.0017776 · Cited by 333
Risnes, K. R., Belanger, K., Murk, W., & Bracken, M. B. (2011) · American Journal of Epidemiology · doi:10.1093/aje/kwq400 · Cited by 297
Carroll, I. M., Ringel-Kulka, T., Keku, T. O., Chang, Y.-H., Packey, C. D., Sartor, R. B., & Ringel, Y. (2011) · American Journal of Physiology-Gastrointestinal and Liver Physiology · doi:10.1152/ajpgi.00154.2011 · Cited by 292
Self-citationGrönlund, M., Gueimonde, M., Laitinen, K., Kociubinski, G., Grönroos, T., Salminen, S., & Isolauri, E. (2007) · Clinical & Experimental Allergy · doi:10.1111/j.1365-2222.2007.02849.x · Cited by 277
Increased risk of childhood asthma from antibiotic use in early life
Kozyrskyj, A. L., Ernst, P., & Becker, A. B. (2007) · Chest · doi:10.1378/chest.06-3008 · Cited by 272
Butyrate utilization by the colonic mucosa in inflammatory bowel diseases
Thibault, R., Blachier, F., Darcy‐Vrillon, B., de Coppet, P., Bourreille, A., & Segain, J. (2009) · Inflammatory Bowel Diseases · doi:10.1002/ibd.21108 · Cited by 235
The intestinal microbiota and obesity
Kallus, S. J., & Brandt, L. J. (2012) · Journal of Clinical Gastroenterology · doi:10.1097/mcg.0b013e31823711fd · Cited by 210
Carroll, I. M., Chang, Y.-H., Park, J., Sartor, R. B., & Ringel, Y. (2010) · Gut Pathogens · doi:10.1186/1757-4749-2-19 · Cited by 203
Self-citationBiostructure of Fecal Microbiota in Healthy Subjects and Patients With Chronic Idiopathic Diarrhea
Swidsinski, A., Loening–Baucke, V., Verstraelen, H., Osowska, S., & Doerffel, Y. (2008) · Gastroenterology · doi:10.1053/j.gastro.2008.04.017 · Cited by 178
Hopkins, M. J., Macfarlane, G. T., Furrie, E., Fite, A., & Macfarlane, S. (2005) · FEMS Microbiology Ecology · doi:10.1016/j.femsec.2005.03.001 · Cited by 170
Blimp1 regulates the transition of neonatal to adult intestinal epithelium
Muncan, V., Heijmans, J., Krasinski, S. D., Büller, N. V. J. A., Wildenberg, M. E., Meisner, S., Radonjić, M., Stapleton, K. A., Lamers, W. H., Biemond, I., et al. (2011) · Nature Communications · doi:10.1038/ncomms1463 · Cited by 165
The importance of the development of the intestinal microbiota in infancy
Vael, C., & Desager, K. (2009) · Current Opinion in Pediatrics · doi:10.1097/mop.0b013e328332351b · Cited by 158
Harper, J. A., Mould, A. W., Andrews, R., Bikoff, E. K., & Robertson, E. J. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1105852108 · Cited by 148
Zoetendal, E. G., Amor, K. B., Akkermans, A. D. L., Abee, T., & de Vos, W. M. (2001) · Systematic and Applied Microbiology · doi:10.1078/0723-2020-00060 · Cited by 137
Molecular microbial ecology of the gastrointestinal tract: from phylogeny to function.
Zoetendal, E. G., Cheng, B., Koike, S., & Mackie, R. I. (2004) · PubMed · Cited by 106
Rajilić-Stojanović, M. D., Maathuis, A. J. H., Heilig, H. G. H. J., Venema, K., de Vos, W. M., & Smidt, H. (2010) · Microbiology · doi:10.1099/mic.0.042044-0 · Cited by 99
Alterations in the Intestinal Microbiota and Functional Bowel Symptoms
Ringel, Y., & Carroll, I. M. (2009) · Gastrointestinal Endoscopy Clinics of North America · doi:10.1016/j.giec.2008.12.004 · Cited by 73
Self-citationIntestinal flora in very low‐birth weight infants
Björkström, M. V., Hall, L., Söderlund, S., Håkansson, E. G., Håkansson, S., & Domellöf, M. (2009) · Acta Paediatrica · doi:10.1111/j.1651-2227.2009.01471.x · Cited by 65
Semi-automated extraction of microbial DNA from feces for qPCR and phylogenetic microarray analysis
Nylund, L., Heilig, H. G. H. J., Salminen, S., de Vos, W. M., & Satokari, R. M. (2010) · Journal of Microbiological Methods · doi:10.1016/j.mimet.2010.09.003 · Cited by 44
Self-citationRole of microbiota in postnatal maturation of intestinal T-cell responses
Gaboriau‐Routhiau, V., Lécuyer, E., & Cerf–Bensussan, N. (2011) · Current Opinion in Gastroenterology · doi:10.1097/mog.0b013e32834bb82b · Cited by 29
Targeting the Intestinal Microbiota in the Pediatric Population
Ringel‐Kulka, T. (2012) · Nutrition in Clinical Practice · doi:10.1177/0884533612439895 · Cited by 14
Self-citationAdvances in Intestinal Microecology
Floch, M. H. (2012) · Nutrition in Clinical Practice · doi:10.1177/0884533612439708 · Cited by 8
Flagged first, then by citations
Research works printed but not linked: 1
- Legendre PL, Legendre L (1998) Numerical ecology: Elsevier.
Cited by
Sorted by citations
Role of the normal gut microbiota
Jandhyala, S. M. (2015) · World Journal of Gastroenterology · doi:10.3748/wjg.v21.i29.8787 · Cited by 3,001
Gut Bacteroides species in health and disease
Zafar, H., & Saier, M. H. (2021) · Gut Microbes · doi:10.1080/19490976.2020.1848158 · Cited by 1,303
The first 1000 cultured species of the human gastrointestinal microbiota
Rajilić-Stojanović, M., & de Vos, W. M. (2014) · FEMS Microbiology Reviews · doi:10.1111/1574-6976.12075 · Cited by 1,182
Microbiota and neurodevelopmental windows: implications for brain disorders
Borre, Y. E., O’Keeffe, G. W., Clarke, G., Stanton, C., Dinan, T. G., & Cryan, J. F. (2014) · Trends in Molecular Medicine · doi:10.1016/j.molmed.2014.05.002 · Cited by 1,089
Effect of Diet on the Gut Microbiota: Rethinking Intervention Duration
Leeming, E. R., Johnson, A. J., Spector, T. D., & Le Roy, C. I. (2019) · Nutrients · doi:10.3390/nu11122862 · Cited by 817
Metadata
- Authors
- Ringel-Kulka, T., Cheng, J., Ringel, Y., Salojärvi, J., Carroll, I., Palva, A., de Vos, W. M., & Satokari, R.
- Affiliations
- University of Helsinki (FI)
- University of North Carolina at Chapel Hill (US)
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2013-05-23
- Volume
- 8
- Issue
- 5
- Pages
- e64315
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3662718
- OpenAlex
- W1987296519
- Cited by
- 230
- References
- 62
- Citations by year
- 2026: 4 · 2025: 15 · 2024: 13 · 2023: 18 · 2022: 23 · 2021: 25 · 2020: 50 · 2019: 15 · 2018: 14 · 2017: 8 · 2016: 13 · 2015: 18 · 2014: 12 · 2013: 2
- FWCI
- 6.71
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Socio-Environmental Systems Modeling (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Työväentutkimus Vuosikirja (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Funders
- Academy of Finland
- National Institutes of Health
- National Institute of Diabetes and Digestive and Kidney Diseases (DK075621, K23DK075621)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Health Sciences › Nursing › Nutrition and Dietetics › Infant Nutrition and Health
- Health Sciences › Dentistry › Periodontics › Oral microbiology and periodontitis research
- Keywords
- gut microbiota, gut microbiota development, children versus adults, Bifidobacterium, Clostridium cluster XIVa, Clostridium cluster IV, Bacteroidetes, actinobacteria, bacilli, microbial diversity, 16S rRNA, healthy adults
- MeSH terms
- Adult, Bifidobacterium, Child, Preschool, Clostridium, Feces, Female, Genes, Bacterial, Health, Humans, Infant, Intestines, Male, Middle Aged, Phylogeny, RNA, Ribosomal, 16S, Oligonucleotide Array Sequence Analysis, Principal Component Analysis, Actinobacteria, Bacteroidetes, Young Adult, Molecular Typing, 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