what is the term used to represent a set of bacterial genes under coordinate control?
Abstract
Microbes play key roles in diverse biogeochemical processes including nutrient cycling. Still, responses of soil microbial community and functional genes to long-term integrated fertilization (chemical combined with organic fertilization) remain unclear. Here, nosotros used pyrosequencing and a microarray-based GeoChip to explore the shifts of microbial community and functional genes in a paddy soil which received over 21-year fertilization with diverse regimes, including control (no fertilizer), rice straw (R), rice straw plus chemical fertilizer nitrogen (NR), N and phosphorus (NPR), NP and potassium (NPKR), and reduced rice straw plus reduced NPK (L-NPKR). Significant shifts of the overall soil bacterial limerick only occurred in the NPKR and L-NPKR treatments, with enrichment of sure groups including Bradyrhizobiaceae and Rhodospirillaceae families that benefit college productivity. All fertilization treatments significantly altered the soil microbial functional structure with increased diversity and abundances of genes for carbon and nitrogen cycling, in which NPKR and L-NPKR exhibited the strongest effect, while R exhibited the least. Functional gene construction and abundance were significantly correlated with corresponding soil enzymatic activities and rice yield, respectively, suggesting that the structural shift of the microbial functional community nether fertilization might promote soil nutrient turnover and thereby affect yield. Overall, this study indicates that the combined application of rice harbinger and balanced chemic fertilizers was more pronounced in shifting the bacterial composition and improving the functional variety toward higher productivity, providing a microbial signal of view on applying a cost-effective integrated fertilization regime with rice straw plus reduced chemical fertilizers for sustainable food management.
References
-
Baldani JI, Videira SS, dos Santos Teixeira KR, Reis VM, de Oliveira ALM, Schwab Due south, de Souza EM, Pedraza RO, Baldani VLD, Hartmann A (2014) The family Rhodospirillaceae. In: Rosenberg E, Delong EF, Lory Due south, Stackebrandt Eastward, Thompson F (eds) The prokaryotes-Alphaproteobacteria and Betaproteobacteria, 4th edn. Springer-Verlag, New York, pp 533–618. https://doi.org/10.1007/978-3-642-30197-1_300
-
Barrios E (2007) Soil biota, ecosystem services and country productivity. Ecol Econ 64(2):269–285. https://doi.org/10.1016/j.ecolecon.2007.03.004
-
Bhattacharyya R, Kundu S, Prakash V, Gupta HS (2008) Sustainability under combined application of mineral and organic fertilizers in a rainfed soybean-wheat system of the Indian Himalayas. Eur J Agron 28(ane):33–46. https://doi.org/ten.1016/j.eja.2007.04.006
-
Caporaso JG, Kuczynski J, Stombaugh J, Bittinger M, Bushman FD, Costello EK, Fierer N, Pena AG, Goodrich JK, Gordon JI, Huttley GA, Kelley ST, Knights D, Koenig JE, Ley RE, Lozupone CA, McDonald D, Muegge BD, Pirrung M, Reeder J, Sevinsky JR, Tumbaugh PJ, Walters WA, Widmann J, Yatsunenko T, Zaneveld J, Knight R (2010) QIIME allows analysis of highthroughput customs sequencing data. Nat Methods 7(v):335–336. https://doi.org/10.1038/nmeth.f.303
-
Chapin FS 3, Zavaleta ES, Eviner VT, Naylor RL, Vitousek PM, Reynolds HL, Hooper DU, Lavorel S, Sala OE, Hobbie SE, Mack MC, Diaz S (2000) Consequences of irresolute biodiversity. Nature 405(6783):234–242. https://doi.org/ten.1038/35012241
-
Chen Z, Liu J, Wu Thou, Xie X, Wu J, Wei W (2012) Differentiated response of denitrifying communities to fertilization government in paddy soil. Microb Ecol 63(2):446–459. https://doi.org/10.1007/s00248-011-9909-five
-
Chen Z, Luo Ten, Hu R, Wu Grand, Wu J, Wei West (2010) Impact of long-term fertilization on the limerick of denitrifier communities based on nitrite reductase analyses in a paddy soil. Microb Ecol 60(4):850–861. https://doi.org/10.1007/s00248-010-9700-z
-
Chu HY, Lin XG, Fujii T, Morimoto S, Yagi K, Hu J, Zhang J (2007) Soil microbial biomass, dehydrogenase activity, bacterial community structure in response to long-term fertilizer management. Soil Biol Biochem 39(xi):2971–2976. https://doi.org/x.1016/j.soilbio.2007.05.031
-
Cole JR, Chai B, Farris RJ, Wang Q, Kulam SA, McGarrell DM, Garrity GM, Tiedje JM (2005) The Ribosomal Database Project (RDP-II): sequences and tools for high-throughput rRNA analysis. Nucleic Acids Res 33(Database issue):D294–D296. https://doi.org/10.1093/nar/gki038
-
Ding LJ, An Forty, Li South, Zhang GL, Zhu YG (2014) Nitrogen loss through anaerobic ammonium oxidation coupled to iron reduction from paddy soils in a chronosequence. Environ Sci Technol 48(18):10641–10647. https://doi.org/x.1021/es503113s
-
Ding LJ, Su JQ, Li H, Zhu YG, Cao ZH (2017) Bacterial succession along a long-term chronosequence of paddy soil in the Yangtze River Delta, Mainland china. Soil Biol Biochem 104:59–67. https://doi.org/x.1016/j.soilbio.2016.x.013
-
Ding LJ, Wu JS, Xiao HA, Zhou P, Syers JK (2012) Mobilisation of inorganic phosphorus induced past rice straw in aggregates of a highly weathered upland soil. J Sci Nutrient Agr 92(v):1073–1079. https://doi.org/10.1002/jsfa.4717
-
Doran JW, Zeiss MR (2000) Soil health and sustainability: managing the biotic component of soil quality. Appl Soil Ecol 15:3–11
-
Ge Y, Zhang JB, Zhang LM, Yang M, He JZ (2008) Long-term fertilization regimes affect bacterial community structure and diversity of an agricultural soil in Northern China. J Soils Sediments 8(1):43–l. https://doi.org/10.1065/jss2008.01.270
-
Guan SY (1986) Soil enzyme and research method. Agriculture Press, Beijing
-
Harris J (2009) Soil microbial communities and restoration ecology: facilitators or followers? Science 325(5940):573–574. https://doi.org/10.1126/science.1172975
-
Hartmann M, Frey B, Mayer J, Mäder P, Widmer F (2015) Distinct soil microbial variety under long-term organic and conventional farming. ISME J 9(five):1177–1194. https://doi.org/10.1038/ismej.2014.210
-
Heim A, Schmidt MW (2007) Lignin turnover in arable soil and grassland analysed with ii dissimilar labelling approaches. Eur J Soil Sci 58(three):599–608. https://doi.org/x.1111/j.1365-2389.2006.00848.x
-
Jannoura R, Joergensen RG, Bruns C (2014) Organic fertilizer furnishings on growth, crop yield, and soil microbial biomass indices in sole and intercropped and oats under organic farming weather condition. Eur J Agron 52:259–270. https://doi.org/10.1016/j.eja.2013.09.001
-
Jenkinson DS (1988) The determination of microbial biomass carbon and nitrogen in soil. In: Wilson JR (ed) Advances in nitrogen cycling in agricultural ecosystems. C A B International, Wallingford, pp 368–386
-
Ji B, Yang K, Zhu L, Jiang Y, Wang H, Zhou J, Zhang H (2015) Aerobic denitrification: a review of of import advances of the last xxx years. Biotechnol Bioproc E 20(4):643–651. https://doi.org/ten.1007/s12257-015-0009-0
-
Kandeler E (1995a) Nitrate reductase activity. In: Schinner F, Öhlinger R, Kandeler E, Margesin R (eds) Methods in soil biology. Springer, Berlin, pp 176–179
-
Kandeler Eastward (1995b) Urease activity by colorimetric technique. In: Schinner F, Öhlinger R, Kandeler Eastward, Margesin R (eds) Methods in soil biological science. Springer, Berlin, pp 171–174
-
Kuever J (2014) The family Syntrophaceae. In: Rosenberg E, Delong EF, Lory S, Stackebrandt E, Thompson F (eds) The prokaryotes-Deltaproteobacteria and Epsilonproteobacteria, 4th edn. Springer-Verlag, New York, pp 281–288
-
Liu M, Feng H, Chen X, Huang Q, Jiao J, Zhang B, Li H (2009a) Organic amendments with reduced chemical fertilizer promote soil microbial development and nutrient availability in a subtropical paddy field: the influence of quantity, type and awarding time of organic amendments. Appl Soil Ecol 42(ii):166–175. https://doi.org/10.1016/j.apsoil.2009.03.006
-
Liu XZ, Zhang LM, Prosser JI, He JZ (2009b) Abundance and community structure of sulfate reducing prokaryotes in a paddy soil of southern China nether dissimilar fertilization regimes. Soil Biol Biochem 41(four):687–694. https://doi.org/x.1016/j.soilbio.2009.01.001
-
Lozupone CA, Knight R (2007) Global patterns in bacterial diversity. Proc Natl Acad Sci U S A 104(27):11436–11440. https://doi.org/10.1073/pnas.0611525104
-
Lu Z, Deng Y, Van Nostrand JD, He Z, Voordeckers J, Zhou A, Lee YJ, Bricklayer OU, Dubinsky EA, Chavarria KL, Tom LM, Fortney JL, Lamendella R, Jansson JK, D'haeseleer P, Hazen TC, Zhou J (2012) Microbial gene functions enriched in the Deepwater Horizon deep-bounding main oil feather. ISME J 6(two):451–460. https://doi.org/10.1038/ismej.2011.91
-
Luo X, Han South, Lai South, Huang Q, Chen Due west (2017) Long-term harbinger returning affects Nitrospira-like nitrite oxidizing bacterial community in a rapeseed-rice rotation soil. J Bones Microb 57(4):309–315. https://doi.org/10.1002/jobm.201600400
-
Lv M, Li Z, Che Y, Han FX, Liu M (2011) Soil organic C, nutrients, microbial biomass, and grain yield of rice (Oryza sativa L.) subsequently 18 years of fertilizer application to an infertile paddy soil. Biol Fertil Soils 47(vii):777–783. https://doi.org/10.1007/s00374-011-0584-y
-
Mersi WV, Schinner F (1995) CM-cellulase activity. In: Schinner F, Öhlinger R, Kandeler E, Margesin R (eds) Methods in soil biological science. Springer, Berlin, pp 190–193
-
Oksanen J, Blanchet FG, Kindt R, Legendre P, Minchin PR, O'Hara RB, Simpson GL, Solymos P, Stevens MHH, Wagner H (2016) Vegan: community environmental parcel. http://CRAN.R-project.org/packet=vegan
-
Reeve JR, Schadt CW, Carpenter-Boggs L, Kang S, Zhou J, Reganold JP (2010) Effects of soil blazon and farm management on soil ecological functional genes and microbial activities. ISME J 4(9):1099–1107. https://doi.org/ten.1038/ismej.2010.42
-
Röling WFM (2014) The family Geobacteraceae. In: Rosenberg E, Delong EF, Lory Due south, Stackebrandt East, Thompson F (eds) The prokaryotes-Deltaproteobacteria and Epsilonproteobacteria, 4th edn. Springer-Verlag, New York, pp 157–172
-
Rui J, Peng J, Lu Y (2009) Succession of bacterial population during plant residue decomposition in rice field soil. Appl Environ Microbiol 75(14):4879–4886. https://doi.org/10.1128/AEM.00702-09
-
Schmidt EL, Belser LW (1994) Autotrophic nitrifying bacteria. In: Weaver RW, Angle S, Bottomley P, Bezdicek D, Smith Due south, Tabatabai A, Wollum A (eds) Methods of soil analysis. Function II-microbiological and biochemical properties. Soil Science Society of America, Madison, pp 171–172
-
Shen JP, Zhang LM, Guo JF, Ray JL, He JZ (2010) Affect of long-term fertilization practices on the abundance and composition of soil bacterial communities in Northeast China. Appl Soil Ecol 46(ane):119–124. https://doi.org/10.1016/j.apsoil.2010.06.015
-
Souza JAM, Alves LMC, Varani AM, Lemos EGM (2014) The family Bradyrhizobiaceae. In: Rosenberg E, Delong EF, Lory S, Stackebrandt Due east, Thompson F (eds) The prokaryotes-Deltaproteobacteria and Epsilonproteobacteria, 4th edn. Springer-Verlag, New York, pp 135–154
-
Su JQ, Ding LJ, Xue Yard, Yao HY, Quensen J, Bai SJ, Wei WX, JS Westward, Zhou JZ, Tiedje JM, Zhu YG (2015) Long-term balanced fertilization improves the soil microbial functional diversity in a phosphorus-limited paddy soil. Mol Ecol 24:136–150
-
Tabatabai MA (1994) Soil enzymes. In: Weaver RW, Angle S, Bottomley P, Bezdicek D, Smith Southward, Tabatabai A, Wollum A (eds) Methods of soil assay. Part II-microbiological and biochemical backdrop. Soil Scientific discipline Society of America, Madison, pp 775–833
-
Tanaka H, Kyaw K, Toyota K, Motobayashi T (2006) Influence of application of rice harbinger, farmyard manure, and municipal biowastes on nitrogen fixation, soil microbial biomass N, and mineral N in a model paddy microcosm. Biol Fert Soils 42(half-dozen):501–505
-
Tejada One thousand, Gonzalez JL, Garcia-Martinez AM, Parrado J (2008) Effects of different green manures on soil biological properties and maize yield. Bioresour Technol 99(6):1758–1763. https://doi.org/10.1016/j.biortech.2007.03.052
-
Tiedje JM (1994) Denitrifiers. In: Weaver RW, Angle Due south, Bottomley P, Bezdicek D, Smith S, Tabatabai A, Wollum A (eds) Methods of soil assay. Part II—microbiological and biochemical properties. Soil Science Society of America, Madison, pp 256–257
-
Tilman D, Cassman KG, Matson PA, Naylor R, Polasky S (2002) Agricultural sustainability and intensive production practices. Nature 418(6898):671–677. https://doi.org/10.1038/nature01014
-
van der Heijden MGA, Bardgett RD, Van Straalen NM (2008) The unseen majority: soil microbes equally drivers of plant variety and productivity in terrestrial ecosystems. Ecol Lett 11(3):296–310. https://doi.org/10.1111/j.1461-0248.2007.01139.x
-
Wu MN, Qin HL, Chen Z, Wu JS, Wei WX (2011) Effect of long-term fertilization on bacterial composition in rice paddy soil. Biol Fertil Soils 47:397–405
-
Wright E (2012) DECIPHER: database enabled code for ideal probe hybridization employing R. R package version i.four.0 ed
-
Wu J, He ZL, Wei WX, O'Donnell AG, Syers JK (2000) Quantifying microbial biomass phosphorus in acid soils. Biol Fertil Soils 32(6):500–507. https://doi.org/10.1007/s003740000284
-
Wu J, Joergensen RG, Pommerening B, Chaussod R, Brookes PC (1990) Measurement of soil microbial biomass C by fumigation extraction-an automated procedure. Soil Biol Biochem 22(eight):1167–1169. https://doi.org/10.1016/0038-0717(xc)90046-iii
-
Xu MG (2006) The evolvement of soil fertility in China. Cathay Agricultural Scientific discipline and Engineering science Printing, Beijing
-
Yang Y, Quensen J, Mathieu J, Wang Q, Wang J, Li M, Tiedje JM, Alvarez PJJ (2014) Pyrosequencing reveals higher impact of silver nanoparticles than Ag+ on the microbial community structure of activated sludge. H2o Res 48:317–325. https://doi.org/10.1016/j.watres.2013.09.046
-
Yang Y, Wu L, Lin Q, Yuan Yard, Xu D, Yu H, Hu Y, Duan J, Li X, He Z, Xue K, Nostrand JV, Wang Southward, Zhou J (2013) Responses of the functional structure of soil microbial customs to livestock grazing in the Tibetan tall grassland. Glob Chang Biol 19(ii):637–648. https://doi.org/10.1111/gcb.12065
-
Yergeau E, Kang S, He Z, Zhou J, Kowalchuk GA (2007) Functional microarray analysis of nitrogen and carbon cycling genes beyond an Antarctic latitudinal transect. ISME J ane(2):163–179. https://doi.org/10.1038/ismej.2007.24
-
Yin C, Fan F, Song A, Cui P, Li T, Liang Y (2015) Denitrification potential under dissimilar fertilization regimes is closely coupled with changes in the denitrifying community in a black soil. Appl Microbiol Biotechnol 99(13):5719–5729. https://doi.org/x.1007/s00253-015-6461-0
-
Yuan HZ, Ge TD, Zhou P, Liu SL, Roberts P, Zhu HH, Zou ZY, Tong CL, Wu JS (2013) Soil microbial biomass and bacterial and fungal community structures responses to long-term fertilization in paddy soils. J Soils Sediments 13(5):877–886. https://doi.org/x.1007/s11368-013-0664-viii
-
Zhang QC, Shamsi IH, Xu DT, Wang GH, Lin XY, Jilani Thou, Hussain Due north, Chaudhry AN (2012) Chemical fertilizer and organic manure inputs in soil exhibit a vice versa pattern of microbial community construction. Appl Soil Ecol 57:1–8. https://doi.org/x.1016/j.apsoil.2012.02.012
-
Zheng Y, Zhang LM, Zheng YM, Di HJ, He JZ (2008) Abundance and community limerick of methanotrophs in a Chinese paddy soil nether long-term fertilization practices. J Soils Sediments 8(vi):406–414. https://doi.org/x.1007/s11368-008-0047-8
-
Zhong W, Gu T, Wang West, Zhang B, Lin X, Huang Q, Shen Westward (2010) The effects of mineral fertilizer and organic manure on soil microbial community and diversity. Constitute Soil 326(1-2):511–522. https://doi.org/10.1007/s11104-009-9988-y
-
Zhou J, Bruns MA, Tiedje JM (1996) DNA recovery from soils of diverse composition. Appl Environ Microbiol 62(2):316–322
-
Zhu YG, Su JQ, Cao ZH, Xue K, Quensen J, Guo GX, Yang YF, Zhou J, Chu HY, Tiedje JM (2016) A buried Neolithic paddy soil reveals loss of microbial functional diverseness later on modern rice cultivation. Sci Bull 61(13):1052–1060. https://doi.org/ten.1007/s11434-016-1112-0
-
Zhu YG, Gillings G, Simonet P, Stekel D, Banwart S, Penuelas J (2017) Microbial mass movements. Science 357(6356):1099–1100. https://doi.org/ten.1126/science.aao3007
Acknowledgements
The authors kindly give thanks John Quensen, for his sincere aid in 16S rRNA gene pyrosequencing and data processing, and Shijie Bai and Kai Xue for their kind assistance in GeoChip experiment and statistical analyses.
Funding
This research was financially supported past the National Natural Science Foundation of China, Grant Nos. 41601242 and 41430858, and the Strategic Priority Enquiry Programme of Chinese Academy of Sciences, Grant Nos. XDB15020302 and XDB15020402.
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Ding, LJ., Su, JQ., Sun, GX. et al. Increased microbial functional diversity under long-term organic and integrated fertilization in a paddy soil. Appl Microbiol Biotechnol 102, 1969–1982 (2018). https://doi.org/10.1007/s00253-017-8704-8
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DOI : https://doi.org/10.1007/s00253-017-8704-8
Keywords
- Fertilization
- Microbial community
- Functional gene construction
- Rice yield
- Paddy soil
Source: https://link.springer.com/article/10.1007/s00253-017-8704-8
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