Nutritional preferences of human gut bacteria reveal their metabolic idiosyncrasies
Abstract
Bacterial metabolism plays a fundamental role in gut microbiota ecology and host-microbiome interactions. Yet the metabolic capabilities of most gut bacteria have remained unknown. Here we report growth characteristics of 96 phylogenetically diverse gut bacterial strains across 4 rich and 15 defined media. The vast majority of strains (76) grow in at least one defined medium, enabling accurate assessment of their biosynthetic capabilities. These do not necessarily match phylogenetic similarity, thus indicating a complex evolution of nutritional preferences. We identify mucin utilizers and species inhibited by amino acids and short-chain fatty acids. Our analysis also uncovers media for in vitro studies wherein growth capacity correlates well with in vivo abundance. Further value of the underlying resource is demonstrated by correcting pathway gaps in available genome-scale metabolic models of gut microorganisms. Together, the media resource and the extracted knowledge on growth abilities widen experimental and computational access to the gut microbiota.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Each gut commensal strain has its own nutrient utilization ability and preference, and competition is high between bacteria with overlapping nutrient utilization abilities.
“Each gut commensal strain has its own nutrient utilization ability and preference, and competition is high between bacteria with overlapping nutrient utilization abilities [64, 65].”
From Role of the gut microbiota in nutrient competition and protection against intestinal pathogen colonization (2023) · cites this paper as [64]
Cites
Cutadapt removes adapter sequences from high-throughput sequencing reads
Martin, M. (2011) · EMBnet.journal · doi:10.14806/ej.17.1.200 · Cited by 33,889 · see citing works
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 25,691 · see citing works
Prokka: rapid prokaryotic genome annotation
Seemann, T. (2014) · Bioinformatics · doi:10.1093/bioinformatics/btu153 · Cited by 18,512 · see citing works
Structure, function and diversity of the healthy human microbiome
The Human Microbiome Project Consortium (2012) · Nature · doi:10.1038/nature11234 · Cited by 11,726 · see citing works
A human gut microbial gene catalogue established by metagenomic sequencing
MetaHIT Consortium, Qin, J., Li, R., Raes, J., Arumugam, M., Burgdorf, K. S., Manichanh, C., Nielsen, T., Pons, N., Levenez, F., et al. (2010) · Nature · doi:10.1038/nature08821 · Cited by 11,624 · see citing works
A metagenome-wide association study of gut microbiota in type 2 diabetes
Qin, J., Li, Y., Cai, Z., Li, S., Zhu, J., Zhang, F., Liang, S., Zhang, W., Guan, Y., Shen, D., et al. (2012) · Nature · doi:10.1038/nature11450 · Cited by 6,762 · see citing works
Interactions Between the Microbiota and the Immune System
Hooper, L. V., Littman, D. R., & Macpherson, A. J. (2012) · Science · doi:10.1126/science.1223490 · Cited by 4,173 · see citing works
Topping, D. L., & Clifton, P. M. (2001) · Physiological Reviews · doi:10.1152/physrev.2001.81.3.1031 · Cited by 3,091 · see citing works
Culture Medium for Enterobacteria
Neidhardt, F. C., Bloch, P. L., & Smith, D. F. (1974) · Journal of Bacteriology · doi:10.1128/jb.119.3.736-747.1974 · Cited by 2,977 · see citing works
Personalized nutrition by prediction of glycemic responses
Zeevi, D., Korem, T., Zmora, N., Israeli, D., Rothschild, D., Weinberger, A., Ben-Yacov, O., Lador, D., Avnit-Sagi, T., Lotan-Pompan, M., et al. (2015) · Cell · doi:10.1016/j.cell.2015.11.001 · Cited by 2,929 · see citing works
The gut microbiota, bacterial metabolites and colorectal cancer
Louis, P., Hold, G. L., & Flint, H. J. (2014) · Nature Reviews Microbiology · doi:10.1038/nrmicro3344 · Cited by 2,836 · see citing works
Diet–microbiota interactions as moderators of human metabolism
Sonnenburg, J. L., & Bäckhed, F. (2016) · Nature · doi:10.1038/nature18846 · Cited by 2,257 · see citing works
Intestinal Short Chain Fatty Acids and their Link with Diet and Human Health
Ríos-Covián, D., Ruas‐Madiedo, P., Margollés, A., Gueimonde, M., Reyes‐Gavilán, C. G. D. L., & Salazar, N. (2016) · Frontiers in Microbiology · doi:10.3389/fmicb.2016.00185 · Cited by 2,215 · see citing works
Human gut microbes impact host serum metabolome and insulin sensitivity
Pedersen, H. K., Gudmundsdottir, V., Nielsen, H. B., Hyotylainen, T., Nielsen, T., Jensen, B. A. H., Forslund, K., Hildebrand, F., Prifti, E., Falony, G., et al. (2016) · Nature · doi:10.1038/nature18646 · Cited by 2,116 · see citing works
Self-citation<i>Fusobacterium nucleatum</i> infection is prevalent in human colorectal carcinoma
Castellarin, M., Warren, R. L., Freeman, J. D., Dreolini, L., Krzywinski, M., Strauss, J., Barnes, R., Watson, P., Allen-Vercoe, E., Moore, R. A., et al. (2012) · Genome Research · doi:10.1101/gr.126516.111 · Cited by 2,043 · see citing works
Serotonin, tryptophan metabolism and the brain-gut-microbiome axis
O’Mahony, S. M., Clarke, G., Borre, Y. E., Dinan, T. G., & Cryan, J. F. (2015) · Behavioural Brain Research · doi:10.1016/j.bbr.2014.07.027 · Cited by 2,012 · see citing works
Extensive impact of non-antibiotic drugs on human gut bacteria
Maier, L., Pruteanu, M., Kuhn, M., Zeller, G., Telzerow, A., Anderson, E. E., Brochado, A. R., Fernandez, K. C., Dose, H., Mori, H., et al. (2018) · Nature · doi:10.1038/nature25979 · Cited by 1,905 · see citing works
Self-citationdbCAN: a web resource for automated carbohydrate-active enzyme annotation
Yin, Y., Mao, X., Yang, J., Chen, X., Mao, F., & Xu, Y. (2012) · Nucleic Acids Research · doi:10.1093/nar/gks479 · Cited by 1,800 · see citing works
A protocol for generating a high-quality genome-scale metabolic reconstruction
Thiele, I., & Palsson, B. Ø. (2010) · Nature Protocols · doi:10.1038/nprot.2009.203 · Cited by 1,789 · 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
Interactions between the microbiota and pathogenic bacteria in the gut
Bäumler, A. J., & Sperandio, V. (2016) · Nature · doi:10.1038/nature18849 · Cited by 1,420 · see citing works
Png, C. W., Lindén, S. K., Gilshenan, K. S., Zoetendal, E. G., McSweeney, C. S., Sly, L. I., McGuckin, M. A., & Florin, T. H. J. (2010) · American Journal of Gastroenterology · doi:10.1038/ajg.2010.281 · Cited by 1,364 · see citing works
Culturing of ‘unculturable’ human microbiota reveals novel taxa and extensive sporulation
Browne, H. P., Forster, S. C., Anonye, B. O., Kumar, N., Neville, B. A., Stares, M. D., Goulding, D., & Lawley, T. D. (2016) · Nature · doi:10.1038/nature17645 · Cited by 1,299 · see citing works
Measurement of gastrointestinal pH profiles in normal ambulant human subjects
Evans, D. F., Pye, G., Bramley, R., Clark, A. G., Dyson, T. J., & Hardcastle, J. D. (1988) · Gut · doi:10.1136/gut.29.8.1035 · Cited by 1,240 · see citing works
MetaHIT Consortium, Nielsen, H. B., Almeida, M., Juncker, A. S., Rasmussen, S., Li, J., Sunagawa, S., Plichta, D. R., Gautier, L., Pedersen, A. G., et al. (2014) · Nature Biotechnology · doi:10.1038/nbt.2939 · Cited by 1,184 · see citing works
Self-citationGlycan foraging in vivo by an intestine-adapted bacterial symbiont
Sonnenburg, J. L., Xu, J., Leip, D. D., Chen, C.-H., Westover, B. P., Weatherford, J., Buhler, J. D., & Gordon, J. I. (2005) · Science · doi:10.1126/science.1109051 · Cited by 1,184 · see citing works
Microbiota-liberated host sugars facilitate post-antibiotic expansion of enteric pathogens
Ng, K. M., Ferreyra, J. A., Higginbottom, S. K., Lynch, J. B., Kashyap, P. C., Gopinath, S., Naidu, N., Choudhury, B., Weimer, B. C., Monack, D. M., et al. (2013) · Nature · doi:10.1038/nature12503 · Cited by 1,035 · see citing works
Mucin glycan foraging in the human gut microbiome
Tailford, L. E., Crost, E. H., Kavanaugh, D. W., & Juge, N. (2015) · Frontiers in Genetics · doi:10.3389/fgene.2015.00081 · Cited by 851 · see citing works
Recognition and Degradation of Plant Cell Wall Polysaccharides by Two Human Gut Symbionts
Martens, E. C., Lowe, E. C., Chiang, H. C., Pudlo, N. A., Wu, M., McNulty, N. P., Abbott, D. W., Henrissat, B., Gilbert, H. J., Bolam, D. N., et al. (2011) · PLoS Biology · doi:10.1371/journal.pbio.1001221 · Cited by 847 · see citing works
Generation of genome-scale metabolic reconstructions for 773 members of the human gut microbiota
Magnúsdóttir, S., Heinken, A., Kutt, L., Ravcheev, D. A., Bauer, E., Noronha, A., Greenhalgh, K., Jäger, C., Baginska, J., Wilmes, P., et al. (2017) · Nature Biotechnology · doi:10.1038/nbt.3703 · Cited by 798 · see citing works
Goodman, A. L., Kallstrom, G., Faith, J. J., Reyes, A., Moore, A. M., Dantas, G. A., & Gordon, J. I. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1102938108 · Cited by 779 · see citing works
Duncan, S. H., Hold, G. L., Harmsen, H. J. M., Stewart, C. S., & Flint, H. J. (2002) · INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY · doi:10.1099/00207713-52-6-2141 · Cited by 735 · see citing works
Identifying Genetic Determinants Needed to Establish a Human Gut Symbiont in Its Habitat
Goodman, A. L., McNulty, N. P., Zhao, Y., Leip, D., Mitra, R. D., Lozupone, C., Knight, R. D., & Gordon, J. I. (2009) · Cell Host & Microbe · doi:10.1016/j.chom.2009.08.003 · Cited by 713 · see citing works
Growth Rate-Dependent Global Effects on Gene Expression in Bacteria
Klumpp, S., Zhang, Z., & Hwa, T. (2009) · Cell · doi:10.1016/j.cell.2009.12.001 · Cited by 703 · see citing works
Review article: short chain fatty acids in health and disease
Cook, & Sellin (1998) · Alimentary Pharmacology & Therapeutics · doi:10.1046/j.1365-2036.1998.00337.x · Cited by 622 · see citing works
Strauss, J., Kaplan, G. G., Beck, P. L., Rioux, K. P., Panaccione, R., DeVinney, R., Lynch, T., & Allen‐Vercoe, E. (2011) · Inflammatory Bowel Diseases · doi:10.1002/ibd.21606 · Cited by 574 · see citing works
TIGRFAMs and Genome Properties in 2013
Haft, D. H., Selengut, J., Richter, R. A., Harkins, D. M., Basu, M. K., & Beck, E. (2012) · Nucleic Acids Research · doi:10.1093/nar/gks1234 · Cited by 559 · see citing works
A discrete genetic locus confers xyloglucan metabolism in select human gut Bacteroidetes
Larsbrink, J., Rogers, T. E., Hemsworth, G. R., McKee, L. S., Tauzin, A. S., Oliver Spadiut, A., Klinter, S., Pudlo, N. A., Urs, K., Koropatkin, N. M., et al. (2014) · Nature · doi:10.1038/nature12907 · Cited by 527 · see citing works
Actinomyces and Related Organisms in Human Infections
Könönen, E., & Wade, W. G. (2015) · Clinical Microbiology Reviews · doi:10.1128/cmr.00100-14 · Cited by 508 · see citing works
Gut microbiota composition and activity in relation to host metabolic phenotype and disease risk
Holmes, E., Li, J. V., Marchesi, J. R., & Nicholson, J. K. (2012) · Cell Metabolism · doi:10.1016/j.cmet.2012.10.007 · Cited by 490 · see citing works
Dietary pectic glycans are degraded by coordinated enzyme pathways in human colonic Bacteroides
Luis, A. S., Briggs, J. A., Zhang, X., Farnell, B., Ndeh, D. A., Labourel, A., Baslé, A., Cartmell, A., Terrapon, N., Stott, K. M., et al. (2017) · Nature Microbiology · doi:10.1038/s41564-017-0079-1 · Cited by 431 · see citing works
IMG/M: integrated genome and metagenome comparative data analysis system
Chen, I.-M. A., Markowitz, V. M., Chu, K., Palaniappan, K., Szeto, E., Pillay, M., Ratner, A., Huang, J., Andersen, E., Huntemann, M., et al. (2016) · Nucleic Acids Research · doi:10.1093/nar/gkw929 · Cited by 425 · see citing works
Quantifying Diet-Induced Metabolic Changes of the Human Gut Microbiome
Shoaie, S., Ghaffari, P., Kovatcheva‐Datchary, P., Mardinoğlu, A., Sen, P., Pujos‐Guillot, E., de Wouters, T., Juste, C., Rizkalla, S. W., Chilloux, J., et al. (2015) · Cell Metabolism · doi:10.1016/j.cmet.2015.07.001 · Cited by 417 · see citing works
Yeast Creates a Niche for Symbiotic Lactic Acid Bacteria through Nitrogen Overflow
Ponomarova, O., Gabrielli, N., Sévin, D. C., Mülleder, M., Zirngibl, K., Bulyha, K., Andrejev, S., Kafkia, E., Typas, A., Sauer, U., et al. (2017) · Cell Systems · doi:10.1016/j.cels.2017.09.002 · Cited by 409 · see citing works
Self-citationRoe, A. J., O'Byrne, C. P., McLaggan, D., & Booth, I. R. (2002) · Microbiology · doi:10.1099/00221287-148-7-2215 · Cited by 355 · see citing works
Accurate and universal delineation of prokaryotic species
Mende, D. R., Sunagawa, S., Zeller, G., & Peer Bork, B. (2013) · Nature Methods · doi:10.1038/nmeth.2575 · Cited by 328 · see citing works
Self-citationUtilisation of Mucin Glycans by the Human Gut Symbiont Ruminococcus gnavus Is Strain-Dependent
Crost, E. H., Tailford, L. E., Gall, G. L., Fons, M., Henrissat, B., & Juge, N. (2013) · PLoS ONE · doi:10.1371/journal.pone.0076341 · Cited by 315 · see citing works
Curtis, M. M., Hu, Z., Klimko, C., Narayanan, S. K., DeBerardinis, R. J., & Sperandio, V. (2014) · Cell Host & Microbe · doi:10.1016/j.chom.2014.11.005 · Cited by 308 · see citing works
Spatial organization of intestinal microbiota in the mouse ascending colon
Nava, G. M., Friedrichsen, H. J., & Stappenbeck, T. S. (2010) · The ISME Journal · doi:10.1038/ismej.2010.161 · Cited by 270 · see citing works
Metabolic interactions in microbial communities: untangling the Gordian knot
Ponomarova, O., & Patil, K. R. (2015) · Current Opinion in Microbiology · doi:10.1016/j.mib.2015.06.014 · Cited by 268 · see citing works
Self-citationIMG/M 4 version of the integrated metagenome comparative analysis system
Markowitz, V. M., Chen, I.-M. A., Chu, K., Szeto, E., Palaniappan, K., Pillay, M., Ratner, A., Huang, J., Pagani, I., Tringe, S. G., et al. (2013) · Nucleic Acids Research · doi:10.1093/nar/gkt919 · Cited by 264 · see citing works
Grass, J. E., Gould, L. H., & Mahon, B. E. (2013) · Foodborne Pathogens and Disease · doi:10.1089/fpd.2012.1316 · Cited by 240 · see citing works
Capturing the diversity of the human gut microbiota through culture-enriched molecular profiling
Lau, J. Y. F., Whelan, F., Herath, I., Lee, C., Collins, S. M., Berčík, P., & Surette, M. G. (2016) · Genome Medicine · doi:10.1186/s13073-016-0327-7 · Cited by 219 · see citing works
Branched-chain amino acid catabolism in bacteria
Massey, L. K., Sokatch, J. R., & Conrad, R. S. (1976) · Bacteriological Reviews · doi:10.1128/br.40.1.42-54.1976 · Cited by 201 · see citing works
Production of branched-chain volatile fatty acids by certain anaerobic bacteria
Allison, M. J. (1978) · Applied and Environmental Microbiology · doi:10.1128/aem.35.5.872-877.1978 · Cited by 189 · see citing works
Rettedal, E. A., Gumpert, H., & Sommer, M. O. A. (2014) · Nature Communications · doi:10.1038/ncomms5714 · Cited by 168 · see citing works
Clinical and Microbiological Characteristics of Eggerthella lenta Bacteremia
Gardiner, B. J., Tai, A. Y. C., Kotsanas, D., Francis, M. J., Roberts, S., Ballard, S. A., Junckerstorff, R. K., & Korman, T. M. (2014) · Journal of Clinical Microbiology · doi:10.1128/jcm.02926-14 · Cited by 156 · see citing works
Zhang, G., Mills, D. A., & Block, D. E. (2008) · Applied and Environmental Microbiology · doi:10.1128/aem.01416-08 · Cited by 132 · see citing works
Wegkamp, A., van Oorschot, W., de Vos, W. M., & Smid, E. J. (2007) · Applied and Environmental Microbiology · doi:10.1128/aem.02174-06 · Cited by 128 · see citing works
De Felice, M., Levinthal, M., Iaccarino, M., & Guardiola, J. (1979) · Microbiological Reviews · doi:10.1128/mr.43.1.42-58.1979 · Cited by 124 · see citing works
Influence of pH on the inhibitory activity of formic and acetic acids for Shigella
Hentges, D. J. (1967) · Journal of Bacteriology · doi:10.1128/jb.93.6.2029-2030.1967 · Cited by 72 · see citing works
Minimal Growth Requirements for Clostridium perfringens and Isolation of Auxotrophic Mutants
Sebald, M., & Costilow, R. N. (1975) · Applied Microbiology · doi:10.1128/am.29.1.1-6.1975 · Cited by 52 · see citing works
Buurman, E. T., Pennock, J., Tempest, D. W., et al. (1989) · Archives of Microbiology · doi:10.1007/bf00447012 · Cited by 47 · see citing works
Toxicity of Intestinal Volatile Fatty Acids for Yeast and Esch. Coli
Bergeim, O. (1940) · The Journal of Infectious Diseases · doi:10.1093/infdis/66.3.222 · Cited by 43 · see citing works
Chemically defined media for growing anaerobic bacteria of the genus Veillonella
Lopes, J. N., & Cruz, F. S. (1976) · Antonie van Leeuwenhoek · doi:10.1007/bf00410172 · Cited by 9 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Extensive impact of non-antibiotic drugs on human gut bacteria
Maier, L., Pruteanu, M., Kuhn, M., Zeller, G., Telzerow, A., Anderson, E. E., Brochado, A. R., Fernandez, K. C., Dose, H., Mori, H., et al. (2018) · Nature · doi:10.1038/nature25979 · Cited by 1,905 · see citing works
Self-citationAkkermansia muciniphila: paradigm for next-generation beneficial microorganisms
Cani, P. D., Depommier, C., Derrien, M., Everard, A., & de Vos, W. M. (2022) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-022-00631-9 · Cited by 1,192 · 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
Microbial imbalance in inflammatory bowel disease patients at different taxonomic levels
Alam, M. T., Amos, G. C. A., Murphy, A. R. J., Murch, S., Wellington, E. M. H., & Arasaradnam, R. P. (2020) · Gut Pathogens · doi:10.1186/s13099-019-0341-6 · Cited by 380 · see citing works
Mining the microbiota for microbial and metabolite-based immunotherapies
Skelly, A. N., Sato, Y., Kearney, S., & Honda, K. (2019) · Nature Reviews Immunology · doi:10.1038/s41577-019-0144-5 · Cited by 306 · see citing works
Lordan, C., Thapa, D., Ross, R. P., & Cotter, P. D. (2020) · Gut Microbes · doi:10.1080/19490976.2019.1613124 · Cited by 289 · see citing works
Rosario, D., Bidkhori, G., Lee, S., Bedarf, J., Hildebrand, F., Le Chatelier, E., Uhlen, M., Ehrlich, S. D., Proctor, G., Wüllner, U., et al. (2021) · Cell Reports · doi:10.1016/j.celrep.2021.108807 · Cited by 167 · see citing works
Cardiometabolic health, diet and the gut microbiome: a meta-omics perspective
Valles-Colomer, M., Menni, C., Berry, S. E., Valdes, A. M., Spector, T. D., & Segata, N. (2023) · Nature Medicine · doi:10.1038/s41591-023-02260-4 · Cited by 114 · see citing works
Horrocks, V., King, O. G., Yip, A. Y. G., Marques, I. M., & McDonald, J. A. K. (2023) · Microbiology · doi:10.1099/mic.0.001377 · Cited by 104 · see citing works
Assembly of gut-derived bacterial communities follows “early-bird” resource utilization dynamics
Aranda-Díaz, A., Willis, L., Nguyen, T. H., Ho, P.-Y., Vila, J., Thomsen, T., Chavez, T., Yan, R., Yu, F. B., Neff, N., et al. (2023) · doi:10.1101/2023.01.13.523996 · Cited by 35 · see citing works
- Authors
- Tramontano, M., Andrejev, S., Pruteanu, M., Klünemann, M., Kuhn, M., Galardini, M., Jouhten, P., Zelezniak, A., Zeller, G., Bork, P., Typas, A., & Patil, K. R.
- Affiliations
- European Molecular Biology Laboratory (DE)
- Humboldt-Universität zu Berlin (DE)
- European Bioinformatics Institute (GB)
- Corresponding author
- Typas, Athanasios
- Patil, Kiran Raosaheb
- ORCID
- Venue
- Nature Microbiology
- Published
- 2018-03-19
- Volume
- 3
- Issue
- 4
- Pages
- 514-522
- ISSN
- 2058-5276 (ISSN-L)
- OpenAlex
- W2791571994
- Cited by
- 295
- References
- 65
- Citations by year
- 2026: 22 · 2025: 35 · 2024: 39 · 2023: 41 · 2022: 41 · 2021: 40 · 2020: 35 · 2019: 25 · 2018: 16 · 2017: 1
- FWCI
- 11.56
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Nature Microbiology (publishedVersion)
- PubMed (publishedVersion)
- MDC Repository (Max-Delbrueck-Center for Molecular Medicine) (submittedVersion)
- Chalmers Research (Chalmers University of Technology) (submittedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Microbial Metabolic Engineering and Bioproduction
- Physical Sciences › Environmental Science › Environmental Engineering › Microbial Fuel Cells and Bioremediation
- Keywords
- gut microbiota, bacterial growth characteristics, nutritional preferences, chemically defined medium, mucin utilization, amino acid inhibition, short-chain fatty acids, host-microbiome interactions, genome-scale metabolic models, bacterial metabolism
- MeSH terms
- Gastrointestinal Microbiome, Amino Acids, Bacteria, Culture Media, Fatty Acids, Volatile, Humans, Mucins
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