The Relationship Between Diet, Gut Microbiota, and Serum Metabolome of South Asian Infants at 1 Year

被引:2
作者
Bruce, Colin Y. [1 ]
Shanmuganathan, Meera [2 ]
Azab, Sandi M. [3 ]
Simons, Elinor [4 ,5 ]
Mandhane, Piushkumar [6 ]
Turvey, Stuart E. [7 ,8 ]
Subbarao, Padmaja [9 ,10 ]
Azad, Meghan B. [4 ,5 ,11 ,12 ]
Britz-McKibbin, Philip [2 ]
Anand, Sonia S. [3 ,13 ]
de Souza, Russell J. [13 ]
Stearns, Jennifer C. [1 ,3 ,14 ]
机构
[1] McMaster Univ, Dept Biochem & Biomed Sci, Hamilton, ON, Canada
[2] McMaster Univ, Dept Chem & Chem Biol, Hamilton, ON, Canada
[3] McMaster Univ, Dept Med, Hamilton, ON, Canada
[4] Univ Manitoba, Dept Pediat, Winnipeg, MB, Canada
[5] Univ Manitoba, Dept Child Hlth, Winnipeg, MB, Canada
[6] Univ Alberta, Dept Pediat, Edmonton, AB, Canada
[7] Univ British Columbia, BC Childrens Hosp, Vancouver, BC, Canada
[8] Univ British Columbia, Fac Med, Dept Pediat, Div Allergy & Immunol, Vancouver, BC, Canada
[9] Univ Toronto, Hosp Sick Children, Toronto, ON, Canada
[10] Univ Toronto, Dept Pediat & Physiol, Toronto, ON, Canada
[11] Childrens Hosp Res Inst Manitoba, MILC, Winnipeg, MB, Canada
[12] Univ Manitoba, Dept Food & Human Nutr Sci, Winnipeg, MB, Canada
[13] McMaster Univ, Dept Hlth Res Methods Evidence & Impact, Hamilton, ON, Canada
[14] McMaster Univ, Farncombe Family Digest Hlth Res Inst, Hamilton, ON, Canada
基金
加拿大健康研究院;
关键词
infant diet; gut microbiota; serum metabolome; breastfeeding; ethnicity; LONGITUDINAL DEVELOPMENT CHILD; FOOD-FREQUENCY QUESTIONNAIRES; DEVELOPMENTAL ORIGINS; HEALTH; COHORT; FIBER; DIVERSITY; IMPACT; ACID;
D O I
10.1016/j.tjnut.2022.12.016
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Background: Diet is known to affect the gut microbiota and the serum metabolome in adults, but this has not been fully explored in infants. Infancy is an important developmental period that may influence a person's long-term health. Infant development can be affected by diet, which also interacts with the developing gut microbiota.Objectives: This study aimed to explore the associations between diet, the gut microbiota, and the serum metabolome of 1-y-old infants with the overarching goal of identifying serum biomarkers of diet and/or the gut microbiota.Methods: We derived dietary patterns of 1-y-old infants (n = 182) participating in the Canadian South Asian Birth Cohort (START) study. We compared gut microbiota a-diversity and 8-diversity and taxa relative abundance from 16S rRNA gene profiles with dietary patterns (PERMANOVA, Envfit) and investigated diet-serum metabolite associations using a multivariate analysis (partial least squares-discriminant analysis) and univariate analysis (t test). We explored the effect of nondietary factors on diet-serum metabolite relationships by incorpo-rating diet, the gut microbiota, and maternal, perinatal, and infant characteristics in a multivariable forward stepwise regression. We replicated this analysis in White European infants, from the CHILD Cohort Study (n = 81).Results: A dietary pattern characterized by formula consumption and negatively associated with breastfeeding most strongly predicted variation in the gut microbiota (R2 = 0.109) and serum metabolome (R2 = 0.547). Breastfed participants showed higher abundance of microbes from the genera Bifidobacterium (3.29 log2-fold) and Lactobacillus (7.93 log2-fold) and higher median concentrations of the me-tabolites S-methylcysteine (1.38 mu M) and tryptophan betaine (0.43 mu M) than nonbreastfed participants. Formula consuming infants showed higher median concentrations of branched-chain/aromatic amino acids (average 48.3 mu M) than non-formula-consuming infants.Conclusions: Formula consumption and breastfeeding most strongly predicted the serum metabolites of 1-y-old infants, even when the gut microbiota, solid food consumption, and other covariates were considered.
引用
收藏
页码:470 / 482
页数:13
相关论文
共 82 条
[11]   Infant diet and maternal gestational weight gain predict early metabolic maturation of gut microbiomes [J].
Baumann-Dudenhoeffer, Aimee M. ;
D'Souza, Alaric W. ;
Tarr, Phillip I. ;
Warner, Barbara B. ;
Dantas, Gautam .
NATURE MEDICINE, 2018, 24 (12) :1822-+
[12]   Antibiotics, birth mode, and diet shape microbiome maturation during early life [J].
Bokulich, Nicholas A. ;
Chung, Jennifer ;
Battaglia, Thomas ;
Henderson, Nora ;
Jay, Melanie ;
Li, Huilin ;
Lieber, Arnon D. ;
Wu, Fen ;
Perez-Perez, Guillermo I. ;
Chen, Yu ;
Schweizer, William ;
Zheng, Xuhui ;
Contreras, Monica ;
Dominguez-Bello, Maria Gloria ;
Blaser, Martin J. .
SCIENCE TRANSLATIONAL MEDICINE, 2016, 8 (343)
[13]   Neonatal diet alters fecal microbiota and metabolome profiles at different ages in infants fed breast milk or formula [J].
Brink, Lauren R. ;
Mercer, Kelly E. ;
Piccolo, Brian D. ;
Chintapalli, Sree, V ;
Elolimy, Ahmed ;
Bowlin, Anne K. ;
Matazel, Katelin S. ;
Pack, Lindsay ;
Adams, Sean H. ;
Shankar, Kartik ;
Badger, Thomas M. ;
Andres, Aline ;
Yeruva, Laxmi .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2020, 111 (06) :1190-1202
[14]   Food intake biomarkers for green leafy vegetables, bulb vegetables, and stem vegetables: a review [J].
Brouwer-Brolsma, Elske M. ;
Brandl, Beate ;
Buso, Marion E. C. ;
Skurk, Thomas ;
Manach, Claudine .
GENES AND NUTRITION, 2020, 15 (01)
[15]  
Callahan BJ, 2016, NAT METHODS, V13, P581, DOI [10.1038/NMETH.3869, 10.1038/nmeth.3869]
[16]   MetaboAnalyst 4.0: towards more transparent and integrative metabolomics analysis [J].
Chong, Jasmine ;
Soufan, Othman ;
Li, Carin ;
Caraus, Iurie ;
Li, Shuzhao ;
Bourque, Guillaume ;
Wishart, David S. ;
Xia, Jianguo .
NUCLEIC ACIDS RESEARCH, 2018, 46 (W1) :W486-W494
[17]  
Cowin I, 2007, J HUM NUTR DIET, V20, P254, DOI 10.1111/j.1365-277X.2007.00772.x
[18]   Biomarkers of meat and seafood intake: an extensive literature review [J].
Cuparencu, Catalina ;
Pratico, Giulia ;
Hemeryck, Lieselot Y. ;
Sri Harsha, Pedapati S. C. ;
Noerman, Stefania ;
Rombouts, Caroline ;
Xi, Muyao ;
Vanhaecke, Lynn ;
Hanhineva, Kati ;
Brennan, Lorraine ;
Dragsted, Lars O. .
GENES AND NUTRITION, 2019, 14 (01)
[19]   Modulation of Cellular Biochemistry, Epigenetics and Metabolomics by Ketone Bodies. Implications of the Ketogenic Diet in the Physiology of the Organism and Pathological States [J].
Dabek, Arkadiusz ;
Wojtala, Martyna ;
Pirola, Luciano ;
Balcerczyk, Aneta .
NUTRIENTS, 2020, 12 (03)
[20]   Maternal Diet and the Serum Metabolome in Pregnancy: Robust Dietary Biomarkers Generalizable to a Multiethnic Birth Cohort [J].
de Souza, Russell J. ;
Shanmuganathan, Meera ;
Lamri, Amel ;
Atkinson, Stephanie A. ;
Becker, Allan ;
Desai, Dipika ;
Gupta, Milan ;
Mandhane, Piush J. ;
Moraes, Theo J. ;
Morrison, Katherine M. ;
Subbarao, Padmaja ;
Teo, Koon K. ;
Turvey, Stuart E. ;
Williams, Natalie C. ;
Britz-McKibbin, Philip ;
Anand, Sonia S. .
CURRENT DEVELOPMENTS IN NUTRITION, 2020, 4 (10)