Considerations and best practices in animal science 16S ribosomal RNA gene sequencing microbiome studies

被引:50
|
作者
Weinroth, Margaret D. [1 ]
Belk, Aeriel D. [2 ,3 ]
Dean, Chris [4 ]
Noyes, Noelle [4 ]
Dittoe, Dana K. [5 ]
Rothrock, Michael J., Jr. [1 ]
Ricke, Steven C. [5 ]
Myer, Phillip R. [6 ]
Henniger, Madison T. [6 ]
Ramirez, Gustavo A. [7 ]
Oakley, Brian B. [7 ]
Summers, Katie Lynn [8 ]
Miles, Asha M. [8 ]
Ault-Seay, Taylor B. [6 ]
Yu, Zhongtang [9 ]
Metcalf, Jessica L. [2 ]
Wells, James E. [10 ]
机构
[1] ARS, USDA, US Natl Poultry Res Ctr USNPRC, Athens, GA 30605 USA
[2] Colorado State Univ, Dept Anim Sci, Ft Collins, CO 80524 USA
[3] Univ Maryland, Joint Inst Food Safety & Appl Nutr, College Pk, MD 20740 USA
[4] Univ Minnesota, Dept Vet Populat Med, St Paul, MN 55108 USA
[5] Univ Wisconsin, Dept Anim & Dairy Sci, Meat Sci & Anim Biol Discovery Program, Madison, WI 53706 USA
[6] Univ Tennessee, Dept Anim Sci, Knoxville, TN 37996 USA
[7] Western Univ Hlth Sci, Coll Vet Med, Pomona, CA 91766 USA
[8] ARS, USDA, Beltsville Agr Res Ctr BARC, Beltsville, MD 20705 USA
[9] Ohio State Univ, Dept Anim Sci, Columbus, OH 43210 USA
[10] USDA ARS, US Meat Anim Res Ctr USMARC, Clay Ctr, NE 68933 USA
关键词
16S rRNA gene; amplicon sequencing; bacteriome; bioinformatics; microbiome; DNA-EXTRACTION METHODS; DATABASE; DIVERSITY; BACTERIAL; IDENTIFICATION; ASSOCIATION; COMMUNITIES; DIGESTA; TOOLS; BIAS;
D O I
10.1093/jas/skab346
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Microbiome studies in animal science using 16S rRNA gene sequencing have become increasingly common in recent years as sequencing costs continue to fall and bioinformatic tools become more powerful and user-friendly. The combination of molecular biology, microbiology, microbial ecology, computer science, and bioinformatics-in addition to the traditional considerations when conducting an animal science study-makes microbiome studies sometimes intimidating due to the intersection of different fields. The objective of this review is to serve as a jumping-off point for those animal scientists less familiar with 16S rRNA gene sequencing and analyses and to bring up common issues and concerns that arise when planning an animal microbiome study from design through analysis. This review includes an overview of 16S rRNA gene sequencing, its advantages, and its limitations; experimental design considerations such as study design, sample size, sample pooling, and sample locations; wet lab considerations such as field handing, microbial cell lysis, low biomass samples, library preparation, and sequencing controls; and computational considerations such as identification of contamination, accounting for uneven sequencing depth, constructing diversity metrics, assigning taxonomy, differential abundance testing, and, finally, data availability. In addition to general considerations, we highlight some special considerations by species and sample type.
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页数:18
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