Altered gut microbial energy and metabolism in children with non-alcoholic fatty liver disease
Open accessAbstract
Obesity is becoming the new pediatric epidemic. Non-alcoholic fatty liver disease (NAFLD) is frequently associated with obesity and has become the most common cause of pediatric liver disease. The gut microbiome is the major metabolic organ and determines how calories are processed, serving as a caloric gate and contributing towards the pathogenesis of NAFLD. The goal of this study is to examine gut microbial profiles in children with NAFLD using phylogenetic, metabolomic, metagenomic and proteomic approaches. Fecal samples were obtained from obese children with or without NAFLD and healthy lean children. Stool specimens were subjected to 16S rRNA gene microarray, shotgun sequencing, mass spectroscopy for proteomics and NMR spectroscopy for metabolite analysis. Children with NAFLD had more abundant Gammaproteobacteria and Prevotella and significantly higher levels of ethanol, with differential effects on short chain fatty acids. This group also had increased genomic and protein abundance for energy production with a reduction in carbohydrate and amino acid metabolism and urea cycle and urea transport systems. The metaproteome and metagenome showed similar findings. The gut microbiome in pediatric NAFLD is distinct from lean healthy children with more alcohol production and pathways allocated to energy metabolism over carbohydrate and amino acid metabolism, which would contribute to development of disease.
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Prevotella has been noted to be associated with several disease states.
“Prevotella has been noted to be associated with several disease states.”
From The athletic gut microbiota (2020) · cites this paper as [216]
Prevotella has been shown to be higher in patients with depression, insulin resistance, non-alcoholic fatty liver disease, hypertension, and colon cancer.
“Prevotella has been shown to be higher in patients with depression [214], insulin resistance [215], non-alcoholic fatty liver disease [216, 217], hypertension [217], and colon cancer [218].”
From The athletic gut microbiota (2020) · cites this paper as [216]
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Cites
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
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
Prevalence of Overweight and Obesity in the United States, 1999-2004
Ogden, C. L., Carroll, M. D., Curtin, L. R., McDowell, M. A., Tabak, C. J., & Flegal, K. M. (2006) · JAMA · doi:10.1001/jama.295.13.1549 · Cited by 8,720 · see citing works
A 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
Changes of Intestinal Functions in Liver Cirrhosis
Fukui, H., & Wiest, R. (2016) · Inflammatory Intestinal Diseases · doi:10.1159/000444436 · Cited by 6,820 · see citing works
CDC GROWTH CHARTS FOR THE UNITED STATES: METHODS AND DEVELOPMENT 2000
Kuczmarski, R. J., Ogden, C. L., Guo, S. S., Strawn, L. G., Flegal, K. M., & Mei, Z. (2002) · Cited by 6,426 · see citing works
The gut microbiota as an environmental factor that regulates fat storage
Bäckhed, F., Ding, H., Wang, T., Hooper, L. V., Koh, G. Y., Nagy, A., Semenkovich, C. F., & Gordon, J. I. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0407076101 · Cited by 6,245 · see citing works
Obesity 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
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 · see citing works
Prevalence of Overweight and Obesity in the United States
Crespo, C. J., & Smit, E. (2003) · Human Kinetics eBooks · doi:10.5040/9781718206601.ch-001 · Cited by 4,382 · 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
2000 CDC Growth Charts for the United States: methods and development.
Kuczmarski, R. J., Ogden, C. L., Guo, S. S., Grummer‐Strawn, L. M., Flegal, K. M., Mei, Z., Wei, R. X., Curtin, L. R., Roche, A. F., & Johnson, C. L. (2002) · PubMed · Cited by 3,716 · see citing works
Mechanisms underlying the resistance to diet-induced obesity in germ-free mice
Bäckhed, F., Manchester, J. K., Semenkovich, C. F., & Gordon, J. I. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0605374104 · Cited by 2,615 · see citing works
Inflammasome-mediated dysbiosis regulates progression of NAFLD and obesity
Henao-Mejia, J., Elinav, E., Jin, C., Hao, L., Mehal, W. Z., Strowig, T., Thaiss, C. A., Kau, A. L., Eisenbarth, S. C., Jurczak, M. J., et al. (2012) · Nature · doi:10.1038/nature10809 · Cited by 2,435 · see citing works
Human gut microbiota in obesity and after gastric bypass
Zhang, H., DiBaise, J. K., Zuccolo, A., Kudrna, D., Braidotti, M., Yu, Y., Parameswaran, P., Crowell, M. D., Wing, R., Rittmann, B. E., et al. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0812600106 · Cited by 1,880 · see citing works
The short-chain fatty acid acetate reduces appetite via a central homeostatic mechanism
Frost, G., Sleeth, M. L., Sahuri-Arisoylu, M., Lizarbe, B., Cerdan, S., Brody, L., Anastasovska, J., Ghourab, S., Hankir, M., Zhang, S., et al. (2014) · Nature Communications · doi:10.1038/ncomms4611 · Cited by 1,771 · see citing works
Polysaccharide utilization by gut bacteria: potential for new insights from genomic analysis
Flint, H. J., Bayer, E. A., Rincón, M. T., Lamed, R., & White, B. A. (2008) · Nature Reviews Microbiology · doi:10.1038/nrmicro1817 · Cited by 1,710 · see citing works
Zhu, L., Baker, S. S., Gill, C., Liu, W., Alkhouri, R., Baker, R. D., & Gill, S. R. (2013) · Hepatology · doi:10.1002/hep.26093 · Cited by 1,708 · cited 5× · see citing works
“This is demonstrated in studies that describe high-blood ethanol levels in obese mice models and in patients with NAFLD (Cope et al., 2000; Volynets et al., 2012; Zhu et al., 2013).”
BackgroundInfluentialChiasson, J.-L., Josse, R. G., Gomis, R., Hanefeld, M., Karasik, A., Laakso, M., & for The STOP-NIDDM Trial Research Group (2003) · JAMA · doi:10.1001/jama.290.4.486 · Cited by 1,624 · see citing works
Prevalence of Fatty Liver in Children and Adolescents
Schwimmer, J. B., Deutsch, R., Kahen, T., Lavine, J. E., Stanley, C. R., & Behling, C. A. (2006) · PEDIATRICS · doi:10.1542/peds.2006-1212 · Cited by 1,477 · see citing works
Functional food science and gastrointestinal physiology and function
Salminen, S., Bouley, C., Boutron, M.-C., Cummings, J. H., Franck, A., Gibson, G. R., Isolauri, E., Moreau, M.-C., Roberfroid, M., & Rowland, I. (1998) · British Journal of Nutrition · doi:10.1079/bjn19980108 · Cited by 1,398 · see citing works
Jumpertz, R., Le, D. S., Turnbaugh, P. J., Trinidad, C., Bogardus, C., Gordon, J. I., & Krakoff, J. (2011) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.110.010132 · Cited by 1,232 · see citing works
Glycan 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
Metabolic Reconstruction for Metagenomic Data and Its Application to the Human Microbiome
Abubucker, S., Segata, N., Goll, J. B., Schubert, A. M., Izard, J., Cantarel, B. L., Rodriguez-Mueller, B., Zucker, J., Thiagarajan, M., Henrissat, B., et al. (2012) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002358 · Cited by 1,050 · see citing works
Intestinal microbiota determines development of non-alcoholic fatty liver disease in mice
Le Roy, T., Llopis, M., Lepage, P., Bruneau, A., Rabot, S., Bevilacqua, C., Martin, P., Philippe, C., Walker, F., Bado, A., et al. (2013) · Gut · doi:10.1136/gutjnl-2012-303816 · Cited by 1,001 · see citing works
The role of the gut microbiota in energy metabolism and metabolic disease
Cani, P., & Delzenne, N. (2009) · Current Pharmaceutical Design · doi:10.2174/138161209788168164 · Cited by 974 · see citing works
White, D. L., Kanwal, F., & El–Serag, H. B. (2012) · Clinical Gastroenterology and Hepatology · doi:10.1016/j.cgh.2012.10.001 · Cited by 766 · see citing works
Intestinal microbiota in patients with nonalcoholic fatty liver disease
Mouzaki, M., Comelli, E. M., Arendt, B. M., Bonengel, J., Fung, S. K., Fischer, S. E., McGilvray, I. D., & Allard, J. P. (2013) · Hepatology · doi:10.1002/hep.26319 · Cited by 749 · see citing works
Shotgun metaproteomics of the human distal gut microbiota
VerBerkmoes, N. C., Russell, A. L., Shah, M. B., Godzik, A., Rosenquist, M., Halfvarson, J., Lefsrud, M. G., Apajalahti, J., Tysk, C., Hettich, R. L., et al. (2008) · The ISME Journal · doi:10.1038/ismej.2008.108 · Cited by 544 · see citing works
Cope, K. A., Risby, T. H., & Diehl, A. M. (2000) · Gastroenterology · doi:10.1053/gast.2000.19267 · Cited by 356 · see citing works
Agans, 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 · see citing works
Self-citationPrevelance of abnormal serum aminotransferase values in overweight and obese adolescents
Strauss, R. S., Barlow, S. E., & Dietz, W. H. (2000) · The Journal of Pediatrics · doi:10.1016/s0022-3476(00)24645-3 · Cited by 329 · see citing works
Finer, N., James, W. P. T., Kopelman, P. G., Lean, M., & Williams, G. (2000) · International Journal of Obesity · doi:10.1038/sj.ijo.0801128 · Cited by 324 · see citing works
Stepanova, M., Rafiq, N., Makhlouf, H. R., Agrawal, R., Kaur, I., Younoszai, Z., McCullough, A. J., Goodman, Z. D., & Younossi, Z. M. (2013) · Digestive Diseases and Sciences · doi:10.1007/s10620-013-2743-5 · Cited by 301 · see citing works
Alterations in the gut microbiome of children with severe ulcerative colitis
Michail, S. K., Durbin, M. D., Turner, D., Griffiths, A. M., Mack, D. R., Hyams, J., LeLeiko, N. S., Kenche, H., Stolfi, A., & Wine, E. (2011) · Inflammatory Bowel Diseases · doi:10.1002/ibd.22860 · Cited by 283 · see citing works
Self-citationVolynets, V., Küper, M. A., Strahl, S., Maier, I. B., Spruss, A., Wagnerberger, S., Königsrainer, A., Bischoff, S. C., & Bergheim, I. (2012) · Digestive Diseases and Sciences · doi:10.1007/s10620-012-2112-9 · Cited by 268 · see citing works
Metaproteomics: A New Approach for Studying Functional Microbial Ecology
Maron, P., Ranjard, L., Mougel, C., & Lemanceau, P. (2007) · Microbial Ecology · doi:10.1007/s00248-006-9196-8 · Cited by 263 · see citing works
Pediatric Nonalcoholic Fatty Liver Disease
Patton, H. M., Sirlin, C. B., Behling, C. A., Middleton, M. S., Schwimmer, J. B., & Lavine, J. E. (2006) · Journal of Pediatric Gastroenterology and Nutrition · doi:10.1097/01.mpg.0000239995.58388.56 · Cited by 237 · see citing works
Microbial community structure of ethanol type fermentation in bio‐hydrogen production
Ren, N., Xing, D., Rittmann, B. E., Zhao, L., Xie, T., & Zhao, X. (2007) · Environmental Microbiology · doi:10.1111/j.1462-2920.2006.01234.x · Cited by 225 · see citing works
Prevalence of abnormal serum aminotransferase values in overweight and obese adolescents
Strauss, R. S., Barlow, S. E., & Dietz, W. H. (2000) · The Journal of Pediatrics · doi:10.1067/mpd.2000.102940 · Cited by 211 · see citing works
Park, H. S., Han, J. H., Choi, K. M., & Kim, S. M. (2005) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/82.5.1046 · Cited by 186 · see citing works
Complex links between dietary lipids, endogenous endotoxins and metabolic inflammation
Laugerette, F., Vors, C., Peretti, N., & Michalski, M. (2010) · Biochimie · doi:10.1016/j.biochi.2010.04.016 · Cited by 161 · see citing works
Xu, J., Lai, K. K. Y., Verlinsky, A., Lugea, A., French, S. W., Cooper, M. P., Ji, C., & Tsukamoto, H. (2011) · Journal of Hepatology · doi:10.1016/j.jhep.2010.12.034 · Cited by 159 · see citing works
Gut microbiota and nonalcoholic fatty liver disease
Machado, M. V., & Cortez‐Pinto, H. (2012) · Annals of Hepatology · doi:10.1016/s1665-2681(19)31457-7 · Cited by 151 · see citing works
Apajalahti, J., Kettunen, H., Kettunen, A., Holben, W. E., Nurminen, P. H., Rautonen, N., & Mutanen, M. L. (2002) · Applied and Environmental Microbiology · doi:10.1128/aem.68.10.4986-4995.2002 · Cited by 134 · see citing works
Dynamic adaptive binning: an improved quantification technique for NMR spectroscopic data
Anderson, P. E., Mahle, D. A., Doom, T. E., Reo, N. V., DelRaso, N. J., & Raymer, M. L. (2010) · Metabolomics · doi:10.1007/s11306-010-0242-7 · Cited by 133 · see citing works
Self-citationPaliy, O., Kenche, H., Abernathy, F., & Michail, S. (2009) · Applied and Environmental Microbiology · doi:10.1128/aem.02764-08 · Cited by 132 · see citing works
Self-citationPouteau, E. B., Nguyen, P., Ballèvre, O. P., et al. (2003) · Proceedings of The Nutrition Society · doi:10.1079/pns2003208 · Cited by 105 · see citing works
Chutipongtanate, S., Watcharatanyatip, K., Homvises, T., Jaturongkakul, K., & Thongboonkerd, V. (2012) · Talanta · doi:10.1016/j.talanta.2012.06.058 · Cited by 100 · see citing works
Fighting Obesity with Bacteria
Walker, A. W., & Parkhill, J. (2013) · Science · doi:10.1126/science.1243787 · Cited by 99 · see citing works
Michail, S. K., & Kenche, H. (2010) · Probiotics and Antimicrobial Proteins · doi:10.1007/s12602-010-9059-y · Cited by 78 · see citing works
Self-citationHoyles, L., & McCartney, A. L. (2009) · FEMS Microbiology Letters · doi:10.1111/j.1574-6968.2009.01741.x · Cited by 45 · see citing works
Gilham, D., Labonté, E. D., Rojas, J. C., Jandacek, R. J., Howles, P. N., & Hui, D. Y. (2007) · Journal of Biological Chemistry · doi:10.1074/jbc.m702530200 · Cited by 39 · see citing works
Implication de la flore intestinale dans le métabolisme énergétique
Delzenne, N. M., & Cani, P. D. (2008) · médecine/sciences · doi:10.1051/medsci/2008245505 · Cited by 39 · see citing works
Lustig, V., Papanastasiou-Diamandis, A., & Goldberg, D. M. (1988) · Clinical Biochemistry · doi:10.1016/s0009-9120(88)80082-1 · Cited by 20 · see citing works
Characterization of 1H NMR spectroscopic data and the generation of synthetic validation sets
Anderson, P. E., Raymer, M. L., Kelly, B., et al. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp540 · Cited by 10 · see citing works
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Schoeler, M., & Caesar, R. (2019) · Reviews in Endocrine and Metabolic Disorders · doi:10.1007/s11154-019-09512-0 · Cited by 1,163 · see citing works
Del Chierico, F., Nobili, V., Vernocchi, P., Russo, A., De Stefanis, C., Gnani, D., Furlanello, C., Zandonà, A., Paci, P., Capuani, G., et al. (2017) · Hepatology · doi:10.1002/hep.28572 · Cited by 696 · see citing works
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Mohr, A. E., Jäger, R., Carpenter, K. C., Kerksick, C. M., Purpura, M., Townsend, J. R., West, N. P., Black, K., Gleeson, M., Pyne, D. B., et al. (2020) · Journal of the International Society of Sports Nutrition · doi:10.1186/s12970-020-00353-w · Cited by 378 · see citing works
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Chu, H., Duan, Y., Yang, L., & Schnabl, B. (2019) · Gut · doi:10.1136/gutjnl-2018-316307 · Cited by 354 · see citing works
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- Authors
- Michail, S., Lin, M., Frey, M. R., Fanter, R., Paliy, O., Hilbush, B., & Reo, N. V.
- Affiliations
- University of Southern California (US)
- Children's Hospital Los Angeles (US)
- Wright State University (US)
- Corresponding author
- Michail, Sonia
- Venue
- FEMS Microbiology Ecology
- Publisher
- Oxford University Press (OUP)
- Published
- 2014-12-05
- Volume
- 91
- Issue
- 2
- Pages
- 1-9
- ISSN
- 0168-6496 (ISSN-L)
- 1574-6941
- PMC
- PMC4358749
- OpenAlex
- W2103563407
- Cited by
- 336
- References
- 56
- Citations by year
- 2026: 11 · 2025: 27 · 2024: 33 · 2023: 31 · 2022: 35 · 2021: 44 · 2020: 52 · 2019: 30 · 2018: 32 · 2017: 17 · 2016: 21 · 2015: 1
- FWCI
- 5.33
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- FEMS Microbiology Ecology (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute of Diabetes and Digestive and Kidney Diseases (R01DK095004)
- National Center for Complementary and Alternative Medicine
- National Center for Complementary and Integrative Health (R21AT003423, R21AT003400, AT003423)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (HD065575, R01HD081197, R03HD065575)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Health Sciences › Medicine › Epidemiology › Liver Disease Diagnosis and Treatment
- Health Sciences › Dentistry › Periodontics › Oral microbiology and periodontitis research
- Keywords
- non-alcoholic fatty liver disease, childhood obesity, gut microbiota, energy metabolism, short-chain fatty acids, ethanol production, Gammaproteobacteria, Prevotella, metaproteomics, metagenomics, urea cycle, amino acid metabolism, carbohydrate metabolism
- MeSH terms
- Adolescent, Ethanol, Child, Energy Metabolism, Feces, Humans, Intestines, Male, Obesity, Phylogeny, RNA, Ribosomal, 16S, Prevotella, Gammaproteobacteria, Metagenome, Microbiota, Non-alcoholic Fatty Liver Disease
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