Bacterial diversity and composition of alfalfa silage as analyzed by Illumina MiSeq sequencing: Effects of Escherichia coli O157:H7 and silage additives

被引:213
作者
Ogunade, I. M. [1 ]
Jiang, Y. [1 ]
Cervantes, A. A. Pech [1 ]
Kim, D. H. [2 ]
Oliveira, A. S. [3 ]
Vyas, D. [1 ]
Weinberg, Z. G. [4 ]
Jeong, K. C. [1 ]
Adesogan, A. T. [1 ]
机构
[1] Univ Florida, Inst Food & Agr Sci, Dept Anim Sci, Gainesville, FL 32608 USA
[2] Gyeongsang Natl Univ, Inst Agr & Life Sci, Div Appl Life Sci, BK21Plus, Jinju 660701, South Korea
[3] Univ Fed Mato Grosso, Inst Ciencias Agr & Ambientais, Campus Sinop, BR-78557267 Sinop, MT, Brazil
[4] Agr Res Org, Dept Food Safety & Qual, Volcani Ctr, IL-50250 Bet Dagan, Israel
关键词
MiSeq sequencing; silage bacterial diversity; silage additive; LACTIC-ACID BACTERIA; AEROBIC STABILITY; CORN-SILAGE; LACTOBACILLUS-BUCHNERI; PROPIONIC-ACID; MICROBIAL COMMUNITIES; FERMENTATION; DYNAMICS; INOCULANT; PRODUCTS;
D O I
10.3168/jds.2017-12876
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
The first objective of this study was to examine effects of adding Escherichia coli O157:H7 with or without chemical or microbial additives on the bacterial diversity and composition of alfalfa silage. The second objective was to examine associations between the relative abundance of known and unknown bacterial species and indices of silage fermentation quality. Alfalfa forage was harvested at 54% dry matter, chopped to a theoretical length of cut of 19 mm, and ensiled in quadruplicate in laboratory silos for 100 d after the following treatments were applied: (1) distilled water (control); (2) 1 x 10(5) cfu/g of E. coli O157:H7 (EC); (3) EC and 1 x 10(6) cfu/g of Lactobacillus plantarum (EC+LP); (4) EC and 1 x 10(6) cfu/g of Lactobacillus buchneri (EC+LB); and (5) EC and 0.22% propionic acid (EC+PA). After 100 d of ensiling, the silage samples were analyzed for bacterial diversity and composition via the Illumina MiSeq platform (Illumina Inc., San Diego, CA) and chemically characterized. Overall, Firmicutes (74.1 +/- 4.86%) was the most predominant phylum followed by Proteobacteria (20.4 +/- 3.80%). Relative to the control, adding E. coli O157: H7 alone at ensiling did not affect bacterial diversity or composition but adding EC+LP or EC+LB reduced the Shannon index, a measure of diversity (3.21 vs. 2.63 or 2.80, respectively). The relative abundance of Firmicutes (69.2 and 68.8%) was reduced, whereas that of Proteobacteria (24.0 and 24.9%) was increased by EC+LP and EC+PA treatments, relative to those of the control (79.5 and 16.5%) and EC+LB (77.4 and 18.5%) silages, respectively. Compared with the control, treatment with EC+LP increased the relative abundance of Lactobacillus, Sphingomonas, Pantoea, Pseudomonas, and Erwinia by 426, 157, 200, 194, and 163%, respectively, but reduced those of Pediococcus, Weissella, and Methylobacterium by 5,436, 763, and 250%, respectively. Relative abundance of Weissella (9.19%) and Methylobacterium (0.94%) were also reduced in the EC+LB silage compared with the control (29.7 and 1.50%, respectively). Application of propionic acid did not affect the relative abundance of Lactobacillus, Weissella, or Pediococcus. Lactate concentration correlated positively (r = 0.56) with relative abundance of Lactobacillus and negatively (r = -0.41) with relative abundance of Pediococcus. Negative correlations were detected between ammonia-N concentration and relative abundance of Sphingomonas (r = -0.51), Pantoea (r = -0.46), Pseudomonas (r = -0.45), and Stenotrophomonas (r = -0.38). Silage pH was negatively correlated with relative abundance of Lactobacillus (r = -0.59), Sphingomonas (r = -0.66), Pantoea (r = -0.69), Pseudomonas (r = -0.69), and Stenotrophomonas (r = -0.50). Future studies should aim to speciate, culture, and determine the functions of the unknown bacteria detected in this study to elucidate their roles in silage fermentation.
引用
收藏
页码:2048 / 2059
页数:12
相关论文
共 75 条
[1]   A New Phylogenetic Diversity Measure Generalizing the Shannon Index and Its Application to Phyllostomid Bats [J].
Allen, Benjamin ;
Kon, Mark ;
Bar-Yam, Yaneer .
AMERICAN NATURALIST, 2009, 174 (02) :236-243
[2]  
[Anonymous], BERGEYS MANUAL SYSTE
[3]   Assessing quality of Medicago sativa silage by monitoring bacterial composition with single molecule, real-time sequencing technology and various physiological parameters [J].
Bao, Weichen ;
Mi, Zhihui ;
Xu, Haiyan ;
Zheng, Yi ;
Kwok, LaiYu ;
Zhang, Heping ;
Zhang, Wenyi .
SCIENTIFIC REPORTS, 2016, 6
[4]   Produce handling and processing practices [J].
Beuchat, LR ;
Ryu, JH .
EMERGING INFECTIOUS DISEASES, 1997, 3 (04) :459-465
[5]   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
[6]   Fate of Escherichia coli during ensiling of wheat and corn [J].
Chen, Y ;
Sela, S ;
Gamburg, M ;
Pinto, R ;
Weinberg, ZG .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2005, 71 (09) :5163-5170
[7]   Acetic acid increases stability of silage under aerobic conditions [J].
Danner, H ;
Holzer, M ;
Mayrhuber, E ;
Braun, R .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2003, 69 (01) :562-567
[8]   Illumina-based analysis of microbial community diversity [J].
Degnan, Patrick H. ;
Ochman, Howard .
ISME JOURNAL, 2012, 6 (01) :183-194
[9]   DNA-DNA HOMOLOGY, PHYSIOLOGICAL-CHARACTERISTICS AND DISTRIBUTION OF LACTIC-ACID BACTERIA ISOLATED FROM MAIZE SILAGE [J].
DELLAGLIO, F ;
TORRIANI, S .
JOURNAL OF APPLIED BACTERIOLOGY, 1986, 60 (02) :83-92
[10]   Microbial Dynamics during Aerobic Exposure of Corn Silage Stored under Oxygen Barrier or Polyethylene Films [J].
Dolci, Paola ;
Tabacco, Ernesto ;
Cocolin, Luca ;
Borreani, Giorgio .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2011, 77 (21) :7499-7507