The increasing use of zinc oxide nanoparticles (ZnO NPs) as feed additives has raised huge environmental concerns in the anaerobic digestion (AD) of livestock wastes. In this study the 30-day effect of ZnO NPs on AD performance of cattle manure was investigated under optimal conditions (temperature-55 degrees C, initial pH-10, total solids contents-10%), which were obtained from response surface methodology. Results showed that ZnO NPs (5-100 mg/g TS) promoted the accumulation of soluble chemical oxygen demand, soluble protein and polysaccharide, but inhibited their following fermentation and methane production processes. This inhibition became stronger as ZnO NPs concentration increased, leading to the methane production declined by 84.55% (5 mg/g TS), 92.39% (30 mg/g TS), and 93.72% (100 mg/g TS), respectively. High-throughput sequencing results demonstrated that the decrease in the abundances of functional bacteria from 72.11% to 11.24% (in families Ruminococcaceae and Lachnospiraceae), and of methanogens from 96.82% to < 1% (in genus Methanothermobacter) led to poor fermentation and methanogenesis, respectively. Predictive functional analysis indicated that ZnO NPs can enhance abundances of AD-friendly functional genes instead of possible genetic expression, resulting in the low methane production. Our findings highlight a deep understanding of the role of ZnO NPs in cattle manure AD and are critical for guiding feed additive application.
引用
收藏
页数:10
相关论文
共 50 条
[1]
[Anonymous], 1995, Standard methods for the examination of water and wastewater, V19th
机构:
Dalhousie Univ, Fac Comp Sci, Halifax, NS, CanadaDalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Langille, Morgan G. I.
;
Zaneveld, Jesse
论文数: 0引用数: 0
h-index: 0
机构:
Oregon State Univ, Dept Microbiol, Corvallis, OR 97331 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Zaneveld, Jesse
;
Caporaso, J. Gregory
论文数: 0引用数: 0
h-index: 0
机构:
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USA
Argonne Natl Lab, Inst Genom & Syst Biol, Lemont, IL USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Caporaso, J. Gregory
;
McDonald, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, BioFrontiers Inst, Boulder, CO 80309 USA
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
McDonald, Daniel
;
Knights, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN USA
Univ Minnesota, Inst Biotechnol, St Paul, MN 55108 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Knights, Dan
;
Reyes, Joshua A.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Reyes, Joshua A.
;
Clemente, Jose C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Clemente, Jose C.
;
Burkepile, Deron E.
论文数: 0引用数: 0
h-index: 0
机构:
Florida Int Univ, Dept Biol Sci, Miami Beach, FL USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Burkepile, Deron E.
;
Thurber, Rebecca L. Vega
论文数: 0引用数: 0
h-index: 0
机构:
Oregon State Univ, Dept Microbiol, Corvallis, OR 97331 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Thurber, Rebecca L. Vega
;
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Knight, Rob
;
Beiko, Robert G.
论文数: 0引用数: 0
h-index: 0
机构:
Dalhousie Univ, Fac Comp Sci, Halifax, NS, CanadaDalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Beiko, Robert G.
;
Huttenhower, Curtis
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
Broad Inst MIT & Harvard, Cambridge, MA USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
机构:
Dalhousie Univ, Fac Comp Sci, Halifax, NS, CanadaDalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Langille, Morgan G. I.
;
Zaneveld, Jesse
论文数: 0引用数: 0
h-index: 0
机构:
Oregon State Univ, Dept Microbiol, Corvallis, OR 97331 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Zaneveld, Jesse
;
Caporaso, J. Gregory
论文数: 0引用数: 0
h-index: 0
机构:
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USA
Argonne Natl Lab, Inst Genom & Syst Biol, Lemont, IL USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Caporaso, J. Gregory
;
McDonald, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, BioFrontiers Inst, Boulder, CO 80309 USA
Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
McDonald, Daniel
;
Knights, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN USA
Univ Minnesota, Inst Biotechnol, St Paul, MN 55108 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Knights, Dan
;
Reyes, Joshua A.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Reyes, Joshua A.
;
Clemente, Jose C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Clemente, Jose C.
;
Burkepile, Deron E.
论文数: 0引用数: 0
h-index: 0
机构:
Florida Int Univ, Dept Biol Sci, Miami Beach, FL USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Burkepile, Deron E.
;
Thurber, Rebecca L. Vega
论文数: 0引用数: 0
h-index: 0
机构:
Oregon State Univ, Dept Microbiol, Corvallis, OR 97331 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Thurber, Rebecca L. Vega
;
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Knight, Rob
;
Beiko, Robert G.
论文数: 0引用数: 0
h-index: 0
机构:
Dalhousie Univ, Fac Comp Sci, Halifax, NS, CanadaDalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
Beiko, Robert G.
;
Huttenhower, Curtis
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
Broad Inst MIT & Harvard, Cambridge, MA USADalhousie Univ, Fac Comp Sci, Halifax, NS, Canada