Profiling of metabolome and bacterial community dynamics in ensiled Medicago sativa inoculated without or with Lactobacillus plantarum or Lactobacillus buchneri
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作者:
Guo, X. S.
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Lanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Lanzhou Univ, Probiot & Biol Feed Res Ctr, Lanzhou 730000, Gansu, Peoples R ChinaLanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Guo, X. S.
[1
,2
]
Ke, W. C.
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Lanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Lanzhou Univ, Probiot & Biol Feed Res Ctr, Lanzhou 730000, Gansu, Peoples R ChinaLanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Ke, W. C.
[1
,2
]
Ding, W. R.
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Lanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Lanzhou Univ, Probiot & Biol Feed Res Ctr, Lanzhou 730000, Gansu, Peoples R ChinaLanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Ding, W. R.
[1
,2
]
Ding, L. M.
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Lanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Lanzhou Univ, Probiot & Biol Feed Res Ctr, Lanzhou 730000, Gansu, Peoples R ChinaLanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Ding, L. M.
[1
,2
]
Xu, D. M.
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Lanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Lanzhou Univ, Probiot & Biol Feed Res Ctr, Lanzhou 730000, Gansu, Peoples R ChinaLanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Xu, D. M.
[1
,2
]
Wang, W. W.
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Lanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R ChinaLanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Wang, W. W.
[1
]
Zhang, P.
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Lanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Lanzhou Univ, Probiot & Biol Feed Res Ctr, Lanzhou 730000, Gansu, Peoples R ChinaLanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Zhang, P.
[1
,2
]
Yang, F. Y.
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China Agr Univ, Coll Anim Sci & Technol, Inst Grassland Sci, Beijing 100193, Peoples R ChinaLanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
Yang, F. Y.
[3
]
机构:
[1] Lanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Gansu, Peoples R China
[2] Lanzhou Univ, Probiot & Biol Feed Res Ctr, Lanzhou 730000, Gansu, Peoples R China
[3] China Agr Univ, Coll Anim Sci & Technol, Inst Grassland Sci, Beijing 100193, Peoples R China
Using gas chromatography mass spectrometry and the PacBio single molecule with real-time sequencing technology (SMRT), we analyzed the detailed metabolomic profiles and microbial community dynamics involved in ensiled Medicago sativa (alfalfa) inoculated without or with the homofermenter Lactobacillus plantarum or heterofermenter Lactobacillus buchneri. Our results revealed that 280 substances and 102 different metabolites were present in ensiled alfalfa. Inoculation of L. buchneri led to remarkable up-accumulation in concentrations of 4-aminobutyric acid, some free amino acids, and polyols in ensiled alfalfa, whereas considerable down-accumulation in cadaverine and succinic acid were observed in L. plantarum-inoculated silages. Completely different microbial flora and their successions during ensiling were observed in the control and two types of inoculant-treated silages. Inoculation of the L. plantarum or L. buchneri alters the microbial composition dynamics of the ensiled forage in very different manners. Our study demonstrates that metabolomic profiling analysis provides a deep insight in metabolites in silage. Moreover, the PacBio SMRT method revealed the microbial composition and its succession during the ensiling process at the species level. This provides information regarding the microbial processes underlying silage formation and may contribute to target-based regulation methods to achieve high-quality silage production.
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[Anonymous], 1990, Official methods of analysis, V15th
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Arasu, M. Valan
Jung, M. -W.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Jung, M. -W.
Ilavenil, S.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Ilavenil, S.
Jane, M.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Jane, M.
Kim, D. -H.
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Tottori Univ, United Grad Sch Agr Sci, Tottori 680, Japan
Shimane Univ, Fac Life & Environm Sci, Matsue, Shimane, JapanRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Kim, D. -H.
Lee, K. -D.
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Dongsin Univ, Dept Oriental Med Mat, Naju, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Lee, K. -D.
Park, H. -S.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Park, H. -S.
Hur, T. -Y.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Hur, T. -Y.
Choi, G. -J.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Choi, G. -J.
Lim, Y. -C.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Lim, Y. -C.
Al-Dhabi, N. A.
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King Saud Univ, Coll Sci, Dept Bot & Microbiol, Riyadh 11451, Saudi ArabiaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Al-Dhabi, N. A.
Choi, K. -C.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
机构:
Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USAMichigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Cole, J. R.
Chai, B.
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机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Chai, B.
Farris, R. J.
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Farris, R. J.
Wang, Q.
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机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Wang, Q.
Kulam-Syed-Mohideen, A. S.
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Kulam-Syed-Mohideen, A. S.
McGarrell, D. M.
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McGarrell, D. M.
Bandela, A. M.
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Bandela, A. M.
Cardenas, E.
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Cardenas, E.
Garrity, G. M.
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Garrity, G. M.
Tiedje, J. M.
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机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Arasu, M. Valan
Jung, M. -W.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Jung, M. -W.
Ilavenil, S.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Ilavenil, S.
Jane, M.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Jane, M.
Kim, D. -H.
论文数: 0引用数: 0
h-index: 0
机构:
Tottori Univ, United Grad Sch Agr Sci, Tottori 680, Japan
Shimane Univ, Fac Life & Environm Sci, Matsue, Shimane, JapanRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Kim, D. -H.
Lee, K. -D.
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h-index: 0
机构:
Dongsin Univ, Dept Oriental Med Mat, Naju, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Lee, K. -D.
Park, H. -S.
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h-index: 0
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Park, H. -S.
Hur, T. -Y.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Hur, T. -Y.
Choi, G. -J.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Choi, G. -J.
Lim, Y. -C.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Lim, Y. -C.
Al-Dhabi, N. A.
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h-index: 0
机构:
King Saud Univ, Coll Sci, Dept Bot & Microbiol, Riyadh 11451, Saudi ArabiaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
Al-Dhabi, N. A.
Choi, K. -C.
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RDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South KoreaRDA, Natl Inst Anim Sci, Grassland & Forage Div, Cheonan Si 330801, Chungnam, South Korea
机构:
Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USAMichigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Cole, J. R.
Chai, B.
论文数: 0引用数: 0
h-index: 0
机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Chai, B.
Farris, R. J.
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h-index: 0
机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Farris, R. J.
Wang, Q.
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h-index: 0
机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Wang, Q.
Kulam-Syed-Mohideen, A. S.
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h-index: 0
机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Kulam-Syed-Mohideen, A. S.
McGarrell, D. M.
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h-index: 0
机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
McGarrell, D. M.
Bandela, A. M.
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h-index: 0
机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Bandela, A. M.
Cardenas, E.
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h-index: 0
机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Cardenas, E.
Garrity, G. M.
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h-index: 0
机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA
Garrity, G. M.
Tiedje, J. M.
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机构:Michigan State Univ, Ctr Microbial Ecol, Biomed Phys Sci, E Lansing, MI 48824 USA