An approach for evaluating the effects of dietary fiber polysaccharides on the human gut microbiome and plasma proteome

被引:19
作者
Delannoy-Bruno, Omar [1 ,2 ]
Desai, Chandani [1 ,2 ]
Castillo, Juan J. [3 ]
Couture, Garret [3 ]
Barve, Ruteja A. [4 ]
Lombard, Vincent [5 ,6 ]
Henrissat, Bernard [7 ,8 ]
Cheng, Jiye [1 ,2 ]
Han, Nathan [1 ,2 ]
Hayashi, David K. [9 ]
Meynier, Alexandra [9 ]
Vinoy, Sophie [9 ]
Lebrilla, Carlito B. [3 ]
Marion, Stacey [10 ]
Heath, Andrew C. [10 ]
Barratt, Michael J. [1 ,2 ]
Gordon, Jeffrey, I [1 ,2 ]
机构
[1] Washington Univ, Edison Family Ctr Genome Sci & Syst Biol, Sch Med, St Louis, MO 63110 USA
[2] Washington Univ, Ctr Gut Microbiome & Nutr Res, Sch Med, St Louis, MO 63110 USA
[3] Univ Calif Davis, Dept Chem, Davis, CA 95616 USA
[4] Washington Univ, Dept Genet, Sch Med, St Louis, MO 63110 USA
[5] CNRS, Architecture & Fonct Macromol Biol, F-13288 Marseille 9, France
[6] Aix Marseille Univ, F-13288 Marseille 9, France
[7] Tech Univ Denmark, Dept Biotechnol & Biomed DTU Bioengn, DK-2800 Lyngby, Denmark
[8] King Abdulaziz Univ, Dept Biol Sci, Jeddah, Saudi Arabia
[9] Mondel Global LLC, Chicago, IL 60607 USA
[10] Washington Univ, Dept Psychiat, Sch Med, St Louis, MO 63110 USA
关键词
gut microbiome-directed foods; carbohydrate-active enzymes; fiber-glycan metabolism; microbiome-plasma proteome relationships; CARBOHYDRATE-ACTIVE ENZYMES; LINKS; CELL;
D O I
10.1073/pnas.2123411119
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Increases in snack consumption associated with Westernized lifestyles provide an opportunity to introduce nutritious foods into poor diets. We describe two 10-wk-long open label, single group assignment human studies that measured the effects of two snack prototypes containing fiber preparations from two sustainable and scalable sources; the byproducts remaining after isolation of protein from the endosperm of peas and the vesicular pulp remaining after processing oranges for the manufacture of juices. The normal diets of study participants were supplemented with either a pea- or orange fiber-containing snack. We focused our analysis on quantifying the abundances of genes encoding carbohydrate-active enzymes (CAZymes) (glycoside hydrolases and polysaccharide lyases) in the fecal microbiome, mass spectrometric measurements of glycan structures (glycosidic linkages) in feces, plus aptamer-based assessment of levels of 1,300 plasma proteins reflecting a broad range of physiological functions. Computational methods for feature selection identified treatment-discriminatory changes in CAZyme genes that correlated with alterations in levels of fiber-associated glycosidic linkages; these changes in turn correlated with levels of plasma proteins representing diverse biological functions, including transforming growth factor type beta/bone morphogenetic protein-mediated fibrosis, vascular endothelial growth factor-related angiogenesis, P38/MAPK-associated immune cell signaling, and obesity-associated hormonal regulators. The approach used represents a way to connect changes in consumer microbiomes produced by specific fiber types with host responses in the context of varying background diets.
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页数:12
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共 64 条
  • [1] Microbiome connections with host metabolism and habitual diet from 1,098 deeply phenotyped individuals
    Asnicar, Francesco
    Berry, Sarah E.
    Valdes, Ana M.
    Nguyen, Long H.
    Piccinno, Gianmarco
    Drew, David A.
    Leeming, Emily
    Gibson, Rachel
    Le Roy, Caroline
    Al Khatib, Haya
    Francis, Lucy
    Mazidi, Mohsen
    Mompeo, Olatz
    Valles-Colomer, Mireia
    Tett, Adrian
    Beghini, Francesco
    Dubois, Leonard
    Bazzani, Davide
    Thomas, Andrew Maltez
    Mirzayi, Chloe
    Khleborodova, Asya
    Oh, Sehyun
    Hine, Rachel
    Bonnett, Christopher
    Capdevila, Joan
    Danzanvilliers, Serge
    Giordano, Francesca
    Geistlinger, Ludwig
    Waldron, Levi
    Davies, Richard
    Hadjigeorgiou, George
    Wolf, Jonathan
    Ordovas, Jose M.
    Gardner, Christopher
    Franks, Paul W.
    Chan, Andrew T.
    Huttenhower, Curtis
    Spector, Tim D.
    Segata, Nicola
    [J]. NATURE MEDICINE, 2021, 27 (02) : 321 - +
  • [2] Evolution, substrate specificity and subfamily classification of glycoside hydrolase family 5 (GH5)
    Aspeborg, Henrik
    Coutinho, Pedro M.
    Wang, Yang
    Brumer, Harry, III
    Henrissat, Bernard
    [J]. BMC EVOLUTIONARY BIOLOGY, 2012, 12
  • [3] Inexpensive Multiplexed Library Preparation for Megabase-Sized Genomes
    Baym, Michael
    Kryazhimskiy, Sergey
    Lieberman, Tami D.
    Chung, Hattie
    Desai, Michael M.
    Kishony, Roy
    [J]. PLOS ONE, 2015, 10 (05):
  • [4] Bucholz KK, 2000, ALCOHOL CLIN EXP RES, V24, P914, DOI 10.1097/00000374-200006000-00023
  • [5] Callahan BJ, 2016, NAT METHODS, V13, P581, DOI [10.1038/NMETH.3869, 10.1038/nmeth.3869]
  • [6] BLAST plus : architecture and applications
    Camacho, Christiam
    Coulouris, George
    Avagyan, Vahram
    Ma, Ning
    Papadopoulos, Jason
    Bealer, Kevin
    Madden, Thomas L.
    [J]. BMC BIOINFORMATICS, 2009, 10
  • [7] Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample
    Caporaso, J. Gregory
    Lauber, Christian L.
    Walters, William A.
    Berg-Lyons, Donna
    Lozupone, Catherine A.
    Turnbaugh, Peter J.
    Fierer, Noah
    Knight, Rob
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 : 4516 - 4522
  • [8] The Gene Ontology Resource: 20 years and still GOing strong
    Carbon, S.
    Douglass, E.
    Dunn, N.
    Good, B.
    Harris, N. L.
    Lewis, S. E.
    Mungall, C. J.
    Basu, S.
    Chisholm, R. L.
    Dodson, R. J.
    Hartline, E.
    Fey, P.
    Thomas, P. D.
    Albou, L. P.
    Ebert, D.
    Kesling, M. J.
    Mi, H.
    Muruganujian, A.
    Huang, X.
    Poudel, S.
    Mushayahama, T.
    Hu, J. C.
    LaBonte, S. A.
    Siegele, D. A.
    Antonazzo, G.
    Attrill, H.
    Brown, N. H.
    Fexova, S.
    Garapati, P.
    Jones, T. E. M.
    Marygold, S. J.
    Millburn, G. H.
    Rey, A. J.
    Trovisco, V.
    dos Santos, G.
    Emmert, D. B.
    Falls, K.
    Zhou, P.
    Goodman, J. L.
    Strelets, V. B.
    Thurmond, J.
    Courtot, M.
    Osumi-Sutherland, D.
    Parkinson, H.
    Roncaglia, P.
    Acencio, M. L.
    Kuiper, M.
    Laegreid, A.
    Logie, C.
    Lovering, R. C.
    [J]. NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) : D330 - D338
  • [9] Role of Pectinolytic Enzymes Identified in Clostridium thermocellum Cellulosome
    Chakraborty, Soumyadeep
    Fernandes, Vania O.
    Dias, Fernando M. V.
    Prates, Jose A. M.
    Ferreira, Luis M. A.
    Fontes, Carlos M. G. A.
    Goyal, Arun
    Centeno, Maria S. J.
    [J]. PLOS ONE, 2015, 10 (02):
  • [10] Duodenal Microbiota in Stunted Undernourished Children with Enteropathy
    Chen, Robert Y.
    Kung, Vanderlene L.
    Das, Subhasish
    Hossain, M. Shabab
    Hibberd, Matthew C.
    Guruge, Janaki
    Mahfuz, Mustafa
    Begum, S. M. Khodeza Nahar
    Rahman, M. Masudur
    Fahim, Shah Mohammad
    Gazi, M. Amran
    Haque, Rashidul
    Sarker, Shafiqul A.
    Mazumder, Ramendra N.
    Di Luccia, Blanda
    Ahsan, Kazi
    Kennedy, Elizabeth
    Santiago-Borges, Jesus
    Rodionov, Dmitry A.
    Leyn, Semen A.
    Osterman, Andrei L.
    Barratt, Michael J.
    Ahmed, Tahmeed
    Gordon, Jeffrey I.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2020, 383 (04) : 321 - 333