Abstract
Purpose
The aim of this study was to identify the microorganisms involved in 13C-glucose assimilation and to estimate their variations in response to different fertilization regimes.
Materials and methods
In a 48 h laboratory incubation, glucose was supplied to paddy soils subjected to application of inorganic fertilizer alone (NPK) or application of combination of inorganic fertilizer and organic manure (NPKM) for 3 years. CO2 production and microbial growth responses to glucose addition were monitored during 52 h flooded incubation. Bacterial and fungal populations involved in 13C-glucose assimilation were identified by using DNA stable isotope probing approach (DNA-SIP) combined with high-throughput sequencing at 48 h after 13C-glucose addition.
Results and discussion
Bacteria were initially more active at utilizing the exogenous glucose added into the soil than fungi. One hundred and twenty-nine bacterial OTUs related to glucose assimilation were found in the NPK-treated soil, being more abundant than 59 in NPKM-treated soils. Moreover, 10 and 11 glucose assimilation-related OTUs of fungi were found in the NPK and NPKM-treated soils, respectively. DNA-SIP revealed that bacterial genera containing Clostridium and Bacillus and fungal genera including Fusarium, Cylindrocarpon and Paralomus were the dominant assimilators of glucose. Besides these ubiquitous assimilators in both soils, Paenibacillus and Sporomusa in NPK-treated soil and Azotobacter and Nectria in NPKM-treated soil were also found as the dominant assimilators.
Conclusions
Under the flooded incubation conditions, the species related to glucose assimilation differed between NPK and NPKM-treated paddy soils for both bacteria and fungi. These results could be helpful for improving the mechanistic understanding of LMWOS cycling processes and enhance our understanding of the major microorganisms involved in glucose assimilation in paddy soils under short-term fertilization regimes.
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References
Ai C, Liang G, Sun J, Wang X, He P, Zhou W, He X (2015) Reduced dependence of rhizosphere microbiome on plant-derived carbon in 32-year long-term inorganic and organic fertilized soils. Soil Biol Biochem 80:70–78
Bacilio-Jiménez M, Aguilar-Flores S, Ventura-Zapata E, Pérez-Campos E, Bouquelet S, Zenteno E (2003) Chemical characterization of root exudates from rice (Oryza sativa) and their effects on the chemotactic response of endophytic bacteria. Plant Soil 249:271–277
Blagodatskaya E, Kuzyakov Y (2013) Active microorganisms in soil: critical review of estimation criteria and approaches. Soil Biol Biochem 67:192–211
Blagodatskaya EV, Blagodatsky SA, Anderson TH, Kuzyakov Y (2009) Contrasting effects of glucose, living roots and maize straw on microbial growth kinetics and substrate availability in soil. Eur J Soil Sci 60:186–197
Bowles TM, Acosta-Martínez V, Calderón F, Jackson LE (2014) Soil enzyme activities, microbial communities, and carbon and nitrogen availability in organic agroecosystems across an intensively-managed agricultural landscape. Soil Biol Biochem 68:252–262
Chen C, Zhang J, Lu M, Qin C, Chen Y, Yang L, Huang Q, Wang J, Shen Z, Shen Q (2016) Microbial communities of an arable soil treated for 8 years with organic and inorganic fertilizers. Biol Fertil Soils 52:455–467
Cleveland CC, Nemergut DR, Schmidt SK, Townsend AR (2007) Increases in soil respiration following labile carbon additions linked to rapid shifts in soil microbial community composition. Biogeochemistry 82:229–240
Dassonville F, Godon JJ, Renault P, Richaume A, Cambier P (2004) Microbial dynamics in an anaerobic soil slurry amended with glucose, and their dependence on geochemical processes. Soil Biol Biochem 36:1417–1430
de Graaff M-A, Classen AT, Castro HF, Schadt CW (2010) Labile soil carbon inputs mediate the soil microbial community composition and plant residue decomposition rates. New Phytol 188:1055–1064
Derrien D, Marol C, Balesdent J (2004) The dynamics of neutral sugars in the rhizosphere of wheat. An approach by 13C pulse-labelling and GC/C/IRMS. Plant Soil 267:243–253
Dong WY, Zhang X-Y, Dai X-Q, Fu X-L, Yang F-T, Liu X-Y, Sun X-M, Wen X-F, Schaeffer S (2014) Changes in soil microbial community composition in response to fertilization of paddy soils in subtropical China. Appl Soil Ecol 84:140–147
Dunford EA, Neufeld JD (2010) DNA stable-isotope probing (DNA-SIP). JoVE-J Vis Exp:433–455
Edgar RC (2013) UPARSE: highly accurate OTU sequences from microbial amplicon reads. Nat Methods 10:996–998
Edgar RC, Haas BJ, Clemente JC, Quince C, Knight R (2011) UCHIME improves sensitivity and speed of chimera detection. Bioinformatics 27:2194–2200
Falih AM, Wainwright M (1995) Nitrification in vitro by a range of filamentous fungi and yeasts. Lett Appl Microbiol 21:18–19
Fierer N, Bradford MA, Jackson RB (2007) Toward an ecological classification of soil bacteria. Ecology 88:1354–1364
Freitag TE, Chang L, Prosser JI (2006) Changes in the community structure and activity of betaproteobacterial ammonia-oxidizing sediment bacteria along a freshwater-marine gradient. Environ Microbiol 8:684–696
Girvan MS, Bullimore J, Pretty JN, Osborn AM, Ball AS (2003) Soil type is the primary determinant of the composition of the total and active bacterial communities in arable soils. Appl Environ Microbiol 69:1800–1809
Gunina A, Dippold MA, Glaser B, Kuzyakov Y (2014) Fate of low molecular weight organic substances in an arable soil: from microbial uptake to utilisation and stabilisation. Soil Biol Biochem 77:304–313
Gunina A, Kuzyakov Y (2015) Sugars in soil and sweets for microorganisms: review of origin, content, composition and fate. Soil Biol Biochem 90:87–100
Guo J, Liu W, Zhu C, Luo G, Kong Y, Ling N, Wang M, Dai J, Shen Q, Guo S (2017) Bacterial rather than fungal community composition is associated with microbial activities and nutrient-use efficiencies in a paddy soil with short-term organic amendments. Plant Soil. https://doi.org/10.1007/s11104-017-3547-8
Hannula SE, Boschker HTS, de Boer W, van Veen JA (2012) 13C pulse-labeling assessment of the community structure of active fungi in the rhizosphere of a genetically starch-modified potato (Solanum tuberosum) cultivar and its parental isoline. New Phytol 194:784–799
Hempel S, Renker C, Buscot F (2007) Differences in the species composition of arbuscular mycorrhizal fungi in spore, root and soil communities in a grassland ecosystem. Environ Microbiol 9:1930–1938
Hengstmann U, Chin KJ, Janssen PH, Liesack W (1999) Comparative phylogenetic assignment of environmental sequences of genes encoding 16S rRNA and numerically abundant culturable bacteria from an anoxic rice paddy soil. Appl Environ Microbiol 65:5050–5058
Hildebrandt U, Ouziad F, Marner FJ, Bothe H (2006) The bacterium Paenibacillus validus stimulates growth of the arbuscular mycorrhizal fungus Glomus intraradices up to the formation of fertile spores. FEMS Microbiol Lett 254:258–267
Hodge A, Robinson D, Fitter A (2000) Are microorganisms more effective than plants at competing for nitrogen? Trends Plant Sci 5:304–308
Johansson M (1998) Kinetics of substrate-induced respiration (SIR) and denitrification: applications to a soil amended with silver. Ambio 27:40–44
Kotroczó Z, Veres Z, Fekete I, Krakomperger Z, Tóth JA, Lajtha K, Tóthmérész B (2014) Soil enzyme activity in response to long-term organic matter manipulation. Soil Biol Biochem 70:237–243
Kramer S, Dibbern D, Moll J, Huenninghaus M, Koller R, Krueger D, Marhan S, Urich T, Wubet T, Bonkowski M, Buscot F, Lueders T, Kandeler E (2016) Resource partitioning between bacteria, fungi, and protists in the detritusphere of an agricultural soil. Front Microbiol 7:1524
Kuzyakov Y (2010) Priming effects: interactions between living and dead organic matter. Soil Biol Biochem 42:1363–1371
Kuzyakov Y, Friedel JK, Stahr K (2000) Review of mechanisms and quantification of priming effects. Soil Biol Biochem 32:1485–1498
Lüdemann H, Arth I, Liesack W (2000) Spatial changes in the bacterial community structure along a vertical oxygen gradient in flooded paddy soil cores. Appl Environ Microbiol 66:754–762
Lemanski K, Scheu S (2014) Incorporation of 13C labelled glucose into soil microorganisms of grassland: effects of fertilizer addition and plant functional group composition. Soil Biol Biochem 69:38–45
Lueders T, Wagner B, Claus P, Friedrich MW (2004) Stable isotope probing of rRNA and DNA reveals a dynamic methylotroph community and trophic interactions with fungi and protozoa in oxic rice field soil. Environ Microbiol 6:60–72
Li C, Yan K, Tang L, Jia Z, Li Y (2014) Change in deep soil microbial communities due to long-term fertilization. Soil Biol Biochem 75:264–272
Ling N, Zhu C, Xue C, Chen H, Duan Y, Peng C, Guo S, Shen Q (2016) Insight into how organic amendments can shape the soil microbiome in long-term field experiments as revealed by network analysis. Soil Biol Biochem 99:137–149
Lou Y, Wang J, Liang W (2011) Impacts of 22-year organic and inorganic N managements on soil organic C fractions in a maize field, northeast China. Catena 87:386–390
Lu Y, Rosencrantz D, Liesack W, Conrad R (2006) Structure and activity of bacterial community inhabiting rice roots and the rhizosphere. Environ Microbiol 8:1351–1360
Mau RL, Liu CM, Aziz M, Schwartz E, Dijkstra P, Marks JC, Price LB, Keim P, Hungate BA (2015) Linking soil bacterial biodiversity and soil carbon stability. ISME J 9:1477–1480
Meidute S, Demoling F, Bååth E (2008) Antagonistic and synergistic effects of fungal and bacterial growth in soil after adding different carbon and nitrogen sources. Soil Biol Biochem 40:2334–2343
Moore-Kucera J, Dick RP (2008) Application of 13C-labeled litter and root materials for in situ decomposition studies using phospholipid fatty acids. Soil Biol Biochem 40:2485–2493
Moore JC, McCann K, de Ruiter PC (2005) Modeling trophic pathways, nutrient cycling, and dynamic stability in soils. Pedobiologia 49:499–510
Neumann D, Heuer A, Hemkemeyer M, Martens R, Tebbe CC (2014) Importance of soil organic matter for the diversity of microorganisms involved in the degradation of organic pollutants. ISME J 8:1289–1300
Novinscak A, Goyer C, Zebarth BJ, Burton DL, Chantigny MH, Filion M (2016) Novel P450nor gene detection assay used to characterize the prevalence and diversity of soil fungal denitrifiers. Appl Environ Microbiol 82:4560–4569
Paterson E, Osler G, Dawson LA, Gebbing T, Sim A, Ord B (2008) Labile and recalcitrant plant fractions are utilised by distinct microbial communities in soil: independent of the presence of roots and mycorrhizal fungi. Soil Biol Biochem 40:1103–1113
Paul EA, Clark FE (1989) Soil microbiology and biochemistry. Academic Press, San Diego
Pepe-Ranney C, Campbell AN, Koechli CN, Berthrong S, Buckley DH (2016) Unearthing the ecology of soil microorganisms using a high resolution DNA-SIP approach to explore cellulose and xylose metabolism in soil. Front Microbiol 7:703
Pinnell LJ, Dunford E, Ronan P, Hausner M, Neufeld JD (2014) Recovering glycoside hydrolase genes from active tundra cellulolytic bacteria. Can J Microbiol 60:469–476
Rajaramamohan-Rao V (1976) Nitrogen fixation as influenced by moisture content, ammonium sulphate and organic sources in a paddy soil. Soil Biol Biochem 8:445–448
Rao VR (1978) Effect of carbon sources on asymbiotic nitrogen fixation in a paddy soil. Soil Biol Biochem 10:319–321
Reischke S, Rousk J, Bååth E (2014) The effects of glucose loading rates on bacterial and fungal growth in soil. Soil Biol Biochem 70:88–95
Rinnan R, Bååth E (2009) Differential utilization of carbon substrates by bacteria and fungi in tundra soil. Appl Environ Microbiol 75:3611–3620
Schüßler A, Martin H, Cohen D, Fitz M, Wipf D (2006) Characterization of a carbohydrate transporter from symbiotic glomeromycotan fungi. Nature 444:933–936
Schellenberger S, Kolb S, Drake HL (2010) Metabolic responses of novel cellulolytic and saccharolytic agricultural soil bacteria to oxygen. Environ Microbiol 12:845–861
Schimel JP, Weintraub MN (2003) The implications of exoenzyme activity on microbial carbon and nitrogen limitation in soil: a theoretical model. Soil Biol Biochem 35:549–563
Shoun H, Tanimoto T (1991) Denitrification by the fungus Fusarium oxysporum and involvement of cytochrome P-450 in the respiratory nitrite reduction. J Biol Chem 266:11078–11082
Shrestha M, Shrestha PM, Conrad R (2011) Bacterial and archaeal communities involved in the in situ degradation of (13) C-labelled straw in the rice rhizosphere. Env Microbiol Rep 3:587–596
Stenström J, Stenberg B, Johansson M (1998) Kinetics of substrate-induced respiration (SIR): theory. Ambio 27:35–39
Tamura K, Stecher G, Peterson D, Filipski A, Kumar S (2013) MEGA6: molecular evolutionary genetics analysis version 6.0. Mol Biol Evol 30:2725–2729
Tian W, Wang L, Li Y, Zhuang K, Li G, Zhang J, Xiao X, Xi Y (2015) Responses of microbial activity, abundance, and community in wheat soil after three years of heavy fertilization with manure-based compost and inorganic nitrogen. Agric Ecosyst Environ 213:219–227
Usuda K, Toritsuka N, Matsuo Y, Kim D-H, Shoun H (1995) Denitrification by the fungus Cylindrocarpon tonkinense: anaerobic cell growth and two isozyme forms of cytochrome P-450nor. Appl Environ Microbiol 61:883–889
van Hees PAW, Jones DL, Finlay R, Godbold DL, Lundström US (2005) The carbon we do not see—the impact of low molecular weight compounds on carbon dynamics and respiration in forest soils: a review. Soil Biol Biochem 37:1–13
Verastegui Y, Cheng J, Engel K, Kolczynski D, Mortimer S, Lavigne J, Montalibet J, Romantsov T, Hall M, McConkey BJ, Rose DR, Tomashek JJ, Scott BR, Charles TC, Neufeld JD (2014) Multisubstrate isotope labeling and metagenomic analysis of active soil bacterial communities. MBio 5:e01157-01114
Vranova V, Zahradnickova H, Janous D, Skene KR, Matharu AS, Rejsek K, Formanek P (2012) The significance of D-amino acids in soil, fate and utilization by microbes and plants: review and identification of knowledge gaps. Plant Soil 354:21–39
Wang B, Zhao J, Guo Z, Ma J, Xu H, Jia Z (2015) Differential contributions of ammonia oxidizers and nitrite oxidizers to nitrification in four paddy soils. ISME J 9:1062–1075
Wang J, Xue C, Song Y, Wang L, Huang Q, Shen Q (2016) Wheat and rice growth stages and fertilization regimes alter soil bacterial community structure, but not diversity. Front Microbiol 7:1207
Wardle DA, Bonner KI, Barker GM (2002) Linkages between plant litter decomposition, litter quality, and vegetation responses to herbivores. Funct Ecol 16:585–595
Watanabe T, Wang G, Lee CG, Murase J, Asakawa S, Kimura M (2011) Assimilation of glucose-derived carbon into methanogenic archaea in soil under unflooded condition. Appl Soil Ecol 48:201–209
Weber S, Stubner S, Conrad R (2001) Bacterial populations colonizing and degrading rice straw in anoxic paddy soil. Appl Environ Microbiol 67:1318–1327
White TJ, Bruns T, Lee S, Taylor J (1990) Amplification and direct sequencing of fungal ribosomal RNA genes for phylogenetics PCR protocols: a guide to methods and applications, vol 18, pp 315–322
Xun W, Zhao J, Xue C, Zhang G, Ran W, Wang B, Shen Q, Zhang R (2016) Significant alteration of soil bacterial communities and organic carbon decomposition by different long-term fertilization management conditions of extremely low-productivity arable soil in South China. Environ Microbiol 18:1907–1917
Yamagata U, Itano A (1923) Physiological study of Azotobacter chroococcum, beijerinckii and vinelandii types. J Bacteriol 8:521–531
Yao H, He Z, Wilson MJ, Campbell CD (2000) Microbial biomass and community structure in a sequence of soils with increasing fertility and changing land use. Microb Ecol 40:223–237
Zhang H, Ding W, Yu H, He X (2013) Carbon uptake by a microbial community during 30-day treatment with 13C-glucose of a sandy loam soil fertilized for 20 years with NPK or compost as determined by a GC-C-IRMS analysis of phospholipid fatty acids. Soil Biol Biochem 57:228–236
Zhao J, Ni T, Li Y, Xiong W, Ran W, Shen B, Shen Q, Zhang R (2014) Responses of bacterial communities in arable soils in a rice–wheat cropping system to different fertilizer regimes and sampling times. PLoS One 9:e85301
Acknowledgements
We especially appreciate Prof. Paolo Nannipieri of the University of Florence for the helpful comments that helped us to greatly improve the manuscript.
Funding
This work was supported by the Special Fund for Agro-Scientific Research in the Public Interest (20150312205), the National Basic Research Program of China (2015CB150500), and the National Key Research and Development Program of China (2017YFD0200206).
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Kong, Y., Zhu, C., Ruan, Y. et al. Are the microbial communities involved in glucose assimilation in paddy soils treated with different fertilization regimes for three years similar?. J Soils Sediments 18, 2476–2490 (2018). https://doi.org/10.1007/s11368-018-1961-z
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DOI: https://doi.org/10.1007/s11368-018-1961-z
Keywords
- 13C-glucose
- Bacteria
- DNA stable isotope probing
- Fertilization
- Fungi
- High-throughput sequencing