Human milk metagenome: a functional capacity analysis

被引:154
作者
Ward, Tonya L. [1 ,2 ]
Hosid, Sergey [1 ,2 ,3 ]
Ioshikhes, Ilya [1 ,2 ,3 ]
Altosaar, Illimar [1 ,2 ,3 ]
机构
[1] Univ Ottawa, Dept Biochem Microbiol & Immunol, Ottawa, ON K1H 8M5, Canada
[2] Univ Ottawa, Ottawa Inst Computat Biol & Bioinformat, Ottawa, ON K1H 8M5, Canada
[3] Univ Ottawa, Ottawa Inst Syst Biol, Ottawa, ON K1H 8M5, Canada
来源
BMC MICROBIOLOGY | 2013年 / 13卷
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院; 加拿大创新基金会;
关键词
Human milk; Microbiome; Metagenome; Bacteria; Illumina; DNA; Open reading frames; Immune-modulatory motifs; Infant feces; BREAST-MILK; NECROTIZING ENTEROCOLITIS; HEALTHY WOMEN; IMMUNE-SYSTEM; GASTROINTESTINAL-TRACT; STAPHYLOCOCCUS-AUREUS; BACTERIAL DIVERSITY; MATERNAL WEIGHT; BODY HABITATS; HUMAN SKIN;
D O I
10.1186/1471-2180-13-116
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Background: Human milk contains a diverse population of bacteria that likely influences colonization of the infant gastrointestinal tract. Recent studies, however, have been limited to characterization of this microbial community by 16S rRNA analysis. In the present study, a metagenomic approach using Illumina sequencing of a pooled milk sample (ten donors) was employed to determine the genera of bacteria and the types of bacterial open reading frames in human milk that may influence bacterial establishment and stability in this primal food matrix. The human milk metagenome was also compared to that of breast-fed and formula-fed infants' feces (n = 5, each) and mothers' feces (n = 3) at the phylum level and at a functional level using open reading frame abundance. Additionally, immune-modulatory bacterial-DNA motifs were also searched for within human milk. Results: The bacterial community in human milk contained over 360 prokaryotic genera, with sequences aligning predominantly to the phyla of Proteobacteria (65%) and Firmicutes (34%), and the genera of Pseudomonas (61.1%), Staphylococcus (33.4%) and Streptococcus (0.5%). From assembled human milk-derived contigs, 30,128 open reading frames were annotated and assigned to functional categories. When compared to the metagenome of infants' and mothers' feces, the human milk metagenome was less diverse at the phylum level, and contained more open reading frames associated with nitrogen metabolism, membrane transport and stress response (P < 0.05). The human milk metagenome also contained a similar occurrence of immune-modulatory DNA motifs to that of infants' and mothers' fecal metagenomes. Conclusions: Our results further expand the complexity of the human milk metagenome and enforce the benefits of human milk ingestion on the microbial colonization of the infant gut and immunity. Discovery of immune-modulatory motifs in the metagenome of human milk indicates more exhaustive analyses of the functionality of the human milk metagenome are warranted.
引用
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页数:12
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共 54 条
[1]  
[Anonymous], 2001, CURR PROTOC MOL BIOL
[2]   Optimal oligonucleotide sequences for TLR9 inhibitory activity in human cells: lack of correlation with TLR9 binding [J].
Ashman, Robert F. ;
Goeken, J. Adam ;
Latz, Eicke ;
Lenert, Petar .
INTERNATIONAL IMMUNOLOGY, 2011, 23 (03) :203-214
[3]   Killing the messenger in the nick of time: Persistence of breast milk sCD14 in the neonatal gastrointestinal tract [J].
Blais, DR ;
Harrold, J ;
Altosaar, I .
PEDIATRIC RESEARCH, 2006, 59 (03) :371-376
[4]   Ray: Simultaneous Assembly of Reads from a Mix of High-Throughput Sequencing Technologies [J].
Boisvert, Sebastien ;
Laviolette, Francois ;
Corbeil, Jacques .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2010, 17 (11) :1519-1533
[5]   Regulatory role of suppressive motifs from commensal DNA [J].
Bouladoux, N. ;
Hall, J. A. ;
Grainger, J. R. ;
dos Santos, L. M. ;
Kann, M. G. ;
Nagarajan, V. ;
Verthelyi, D. ;
Belkaid, Y. .
MUCOSAL IMMUNOLOGY, 2012, 5 (06) :623-634
[6]   The human milk microbiome changes over lactation and is shaped by maternal weight and mode of delivery [J].
Cabrera-Rubio, Raul ;
Carmen Collado, M. ;
Laitinen, Kirsi ;
Salminen, Seppo ;
Isolauri, Erika ;
Mira, Alex .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2012, 96 (03) :544-551
[7]   Maternal weight and excessive weight gain during pregnancy modify the immunomodulatory potential of breast milk [J].
Carmen Collado, Maria ;
Laitinen, Kirsi ;
Salminen, Seppo ;
Isolauri, Erika .
PEDIATRIC RESEARCH, 2012, 72 (01) :77-85
[8]   The Impact of the Gut Microbiota on Human Health: An Integrative View [J].
Clemente, Jose C. ;
Ursell, Luke K. ;
Parfrey, Laura Wegener ;
Knight, Rob .
CELL, 2012, 148 (06) :1258-1270
[9]   Assessment of the bacterial diversity of breast milk of healthy women by quantitative real-time PCR [J].
Collado, M. C. ;
Delgado, S. ;
Maldonado, A. ;
Rodriguez, J. M. .
LETTERS IN APPLIED MICROBIOLOGY, 2009, 48 (05) :523-528
[10]   Near-infrared reflectance analysis to evaluate the nitrogen and fat content of human milk in neonatal intensive care units [J].
Corvaglia, L. ;
Battistini, B. ;
Paoletti, V. ;
Aceti, A. ;
Capretti, M. G. ;
Faldella, G. .
ARCHIVES OF DISEASE IN CHILDHOOD-FETAL AND NEONATAL EDITION, 2008, 93 (05) :F372-F375