Analysis of global human gut metagenomes shows that metabolic resilience potential for short-chain fatty acid production is strongly influenced by lifestyle

被引:15
作者
Jacobson, David K. [1 ,2 ]
Honap, Tanvi P. [1 ,2 ]
Ozga, Andrew T. [3 ]
Meda, Nicolas [4 ]
Kagone, Therese S. [5 ]
Carabin, Helene [6 ,7 ,8 ,9 ,10 ]
Spicer, Paul [2 ,11 ]
Tito, Raul Y. [2 ]
Obregon-Tito, Alexandra J. [2 ]
Reyes, Luis Marin [12 ]
Troncoso-Corzo, Luzmila [13 ]
Guija-Poma, Emilio [14 ]
Sankaranarayanan, Krithivasan [1 ,15 ]
Lewis, Cecil M. [1 ,2 ]
机构
[1] Univ Oklahoma, Labs Mol Anthropol & Microbiome Res, 101 David L Boren Blvd, Norman, OK 73019 USA
[2] Univ Oklahoma, Dept Anthropol, Norman, OK 73019 USA
[3] Nova Southeastern Univ, Halmos Coll Nat Sci & Oceanog, Ft Lauderdale, FL 33314 USA
[4] Minist Hlth, Ouagadougou, Burkina Faso
[5] Ctr MURAZ Res Inst, Bobo Dioulasso, Burkina Faso
[6] Univ Oklahoma, Hlth Sci Ctr, Coll Publ Hlth, Dept Biostat & Epidemiol, Oklahoma City, OK 73104 USA
[7] Univ Montreal, Fac Med Vet, Dept Pathol & Microbiol, St Hyacinthe, PQ J2S 2M2, Canada
[8] Univ Montreal, Ecole Sante Publ, Depte Med Sociale & Prevent, Montreal, PQ H3N 1X9, Canada
[9] Univ Montreal, Ctr Rech Sante Publ CReSP, Montreal, PQ H3N 1X9, Canada
[10] CIUSS Ctr Sud Montreal, Montreal, PQ H3N 1X9, Canada
[11] Univ Oklahoma, Ctr Appl Social Res, Norman, OK 73019 USA
[12] Inst Nacl Salud, Ctr Nacl Salud Publ, Lima, Peru
[13] Univ Nacl Mayor San Marcos, Fac Med, Lima, Peru
[14] Univ San Martin de Porres, Fac Med Humana, Ctr Invest Bioquim & Nutr, Lima, Peru
[15] Univ Oklahoma, Dept Microbiol & Plant Biol, Norman, OK 73019 USA
基金
美国国家科学基金会;
关键词
MICROBIOTA; DIVERSITY; BACTERIA; DIET;
D O I
10.1038/s41598-021-81257-w
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
High taxonomic diversity in non-industrial human gut microbiomes is often interpreted as beneficial; however, it is unclear if taxonomic diversity engenders ecological resilience (i.e. community stability and metabolic continuity). We estimate resilience through genus and species-level richness, phylogenetic diversity, and evenness in short-chain fatty acid (SCFA) production among a global gut metagenome panel of 12 populations (n=451) representing industrial and non-industrial lifestyles, including novel metagenomic data from Burkina Faso (n=90). We observe significantly higher genus-level resilience in non-industrial populations, while SCFA production in industrial populations is driven by a few phylogenetically closely related species (belonging to Bacteroides and Clostridium), meaning industrial microbiomes have low resilience potential. Additionally, database bias obfuscates resilience estimates, as we were 2-5 times more likely to identify SCFA-encoding species in industrial microbiomes compared to non-industrial. Overall, we find high phylogenetic diversity, richness, and evenness of bacteria encoding SCFAs in non-industrial gut microbiomes, signaling high potential for resilience in SCFA production, despite database biases that limit metagenomic analysis of non-industrial populations.
引用
收藏
页数:11
相关论文
共 52 条
[1]   Interactions between the microbiota and pathogenic bacteria in the gut [J].
Baumler, Andreas J. ;
Sperandio, Vanessa .
NATURE, 2016, 535 (7610) :85-93
[2]   CoproID predicts the source of coprolites and paleofeces using microbiome composition and host DNA content [J].
Borry, Maxime ;
Cordova, Bryan ;
Perri, Angela ;
Wibowo, Marsha ;
Honap, Tanvi Prasad ;
Ko, Jada ;
Yu, Jie ;
Britton, Kate ;
Girdland-Flink, Linus ;
Power, Robert C. ;
Stuijts, Ingelise ;
Salazar-Garcia, Domingo C. ;
Hofman, Courtney ;
Hagan, Richard ;
Kagone, Therese Samdapawinde ;
Meda, Nicolas ;
Carabin, Helene ;
Jacobson, David ;
Reinhard, Karl ;
Lewis, Cecil ;
Kostic, Aleksandar ;
Jeong, Choongwon ;
Herbig, Alexander ;
Huebner, Alexander ;
Warinner, Christina .
PEERJ, 2020, 8
[3]   Surveying Gut Microbiome Research in Africans: Toward Improved Diversity and Representation [J].
Brewster, Ryan ;
Tamburini, Fiona B. ;
Asiimwe, Edgar ;
Oduaran, Ovokeraye ;
Hazelhurst, Scott ;
Bhatt, Ami S. .
TRENDS IN MICROBIOLOGY, 2019, 27 (10) :824-835
[4]   QIIME allows analysis of high-throughput community sequencing data [J].
Caporaso, J. Gregory ;
Kuczynski, Justin ;
Stombaugh, Jesse ;
Bittinger, Kyle ;
Bushman, Frederic D. ;
Costello, Elizabeth K. ;
Fierer, Noah ;
Pena, Antonio Gonzalez ;
Goodrich, Julia K. ;
Gordon, Jeffrey I. ;
Huttley, Gavin A. ;
Kelley, Scott T. ;
Knights, Dan ;
Koenig, Jeremy E. ;
Ley, Ruth E. ;
Lozupone, Catherine A. ;
McDonald, Daniel ;
Muegge, Brian D. ;
Pirrung, Meg ;
Reeder, Jens ;
Sevinsky, Joel R. ;
Tumbaugh, Peter J. ;
Walters, William A. ;
Widmann, Jeremy ;
Yatsunenko, Tanya ;
Zaneveld, Jesse ;
Knight, Rob .
NATURE METHODS, 2010, 7 (05) :335-336
[5]   Role of Gut Microbiota-Generated Short-Chain Fatty Acids in Metabolic and Cardiovascular Health [J].
Chambers E.S. ;
Preston T. ;
Frost G. ;
Morrison D.J. .
Current Nutrition Reports, 2018, 7 (4) :198-206
[6]  
Claw KG, 2019, FASEB J, V33
[7]   Current views on hunter-gatherer nutrition and the evolution of the human diet [J].
Crittenden, Alyssa N. ;
Schnorr, Stephanie L. .
AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY, 2017, 162 :84-109
[8]   Impact of diet in shaping gut microbiota revealed by a comparative study in children from Europe and rural Africa [J].
De Filippo, Carlotta ;
Cavalieri, Duccio ;
Di Paola, Monica ;
Ramazzotti, Matteo ;
Poullet, Jean Baptiste ;
Massart, Sebastien ;
Collini, Silvia ;
Pieraccini, Giuseppe ;
Lionetti, Paolo .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (33) :14691-14696
[9]   Parasite microbiome project: Grand challenges [J].
Dheilly, Nolwenn M. ;
Martinez Martinez, Joaquin ;
Rosario, Karyna ;
Brindley, Paul J. ;
Fichorova, Raina N. ;
Kaye, Jonathan Z. ;
Kohl, Kevin D. ;
Knoll, Laura J. ;
Lukes, Julius ;
Perkins, Susan L. ;
Poulin, Robert ;
Schriml, Lynn ;
Thompson, Luke R. .
PLOS PATHOGENS, 2019, 15 (10)
[10]   Species-level functional profiling of metagenomes and metatranscriptomes [J].
Franzosa, Eric A. ;
McIver, Lauren J. ;
Rahnavard, Gholamali ;
Thompson, Luke R. ;
Schirmer, Melanie ;
Weingart, George ;
Lipson, Karen Schwarzberg ;
Knight, Rob ;
Caporaso, J. Gregory ;
Segata, Nicola ;
Huttenhower, Curtis .
NATURE METHODS, 2018, 15 (11) :962-+