BMC Microbiology | |
Available nitrogen is the key factor influencing soil microbial functional gene diversity in tropical rainforest | |
Yuguang Zhang4  Diqiang Li4  Ye Deng3  Yide Li1  Han Xu1  Hui Lu4  Xueduan Liu2  Jing Cong4  | |
[1] Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou 510520, China;School of Minerals Processing and Bioengineering, Central South University, Changsha 410083, China;Research Center for Eco-Environmental Science, Chinese Academy of Sciences, Beijing 100085, China;Institute of Forestry Ecology, Environment and Protection, and the Key Laboratory of Forest Ecology and Environment of State Forestry Administration, Chinese Academy of Forestry, Beijing 100091, China | |
关键词: Available nitrogen; Microbial metabolic potential; Microbial functional gene diversity; GeoChip; Tropical rainforest; | |
Others : 1227588 DOI : 10.1186/s12866-015-0491-8 |
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received in 2015-01-10, accepted in 2015-07-21, 发布年份 2015 | |
【 摘 要 】
Background
Tropical rainforests cover over 50 % of all known plant and animal species and provide a variety of key resources and ecosystem services to humans, largely mediated by metabolic activities of soil microbial communities. A deep analysis of soil microbial communities and their roles in ecological processes would improve our understanding on biogeochemical elemental cycles. However, soil microbial functional gene diversity in tropical rainforests and causative factors remain unclear. GeoChip, contained almost all of the key functional genes related to biogeochemical cycles, could be used as a specific and sensitive tool for studying microbial gene diversity and metabolic potential. In this study, soil microbial functional gene diversity in tropical rainforest was analyzed by using GeoChip technology.
Results
Gene categories detected in the tropical rainforest soils were related to different biogeochemical processes, such as carbon (C), nitrogen (N) and phosphorus (P) cycling. The relative abundance of genes related to C and P cycling detected mostly derived from the cultured bacteria. C degradation gene categories for substrates ranging from labile C to recalcitrant C were all detected, and gene abundances involved in many recalcitrant C degradation gene categories were significantly (P < 0.05) different among three sampling sites. The relative abundance of genes related to N cycling detected was significantly (P < 0.05) different, mostly derived from the uncultured bacteria. The gene categories related to ammonification had a high relative abundance. Both canonical correspondence analysis and multivariate regression tree analysis showed that soil available N was the most correlated with soil microbial functional gene structure.
Conclusions
Overall high microbial functional gene diversity and different soil microbial metabolic potential for different biogeochemical processes were considered to exist in tropical rainforest. Soil available N could be the key factor in shaping the soil microbial functional gene structure and metabolic potential.
【 授权许可】
2015 Cong et al.
【 预 览 】
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【 参考文献 】
- [1]Lewis SL, Lloyd J, Sitch S, Mitchard ET, Laurance WF. Changing ecology of tropical forests: evidence and drivers. Annu Rev Ecol Evol Syst. 2009; 40:529-549.
- [2]Sitch S, Huntingford C, Gedney N, Levy P, Lomas M, Piao S, et al. Evaluation of the terrestrial carbon cycle, future plant geography and climate‐carbon cycle feedbacks using five Dynamic Global Vegetation Models (DGVMs). Glob Chang Biol. 2008;14(9):2015–39.
- [3]Vittor AY, Pan W, Gilman RH, Tielsch J, Glass G, Shields T, et al. Linking deforestation to malaria in the Amazon: characterization of the breeding habitat of the principal malaria vector, Anopheles darlingi. Am J Trop Med Hyg. 2009;81(1):5–12.
- [4]Russo SE, Legge R, Weber KA, Brodie EL, Goldfarb KC, Benson AK, et al. Bacterial community structure of contrasting soils underlying Bornean rain forests: Inferences from microarray and next-generation sequencing methods. Soil Biol Biochem. 2012;55:48–59.
- [5]Fierer N, Leff JW, Adams BJ, Nielsen UN, Bates ST, Lauber CL, et al. Cross-biome metagenomic analyses of soil microbial communities and their functional attributes. Proc Natl Acad Sci. 2012;109(52):21390–5.
- [6]Bru D, Ramette A, Saby N, Dequiedt S, Ranjard L, Jolivet C, et al. Determinants of the distribution of nitrogen-cycling microbial communities at the landscape scale. ISME J. 2010;5(3):532–42.
- [7]Zhang Y, Cong J, Lu H, Yang C, Yang Y, Zhou J, et al. An Integrated Study to Analyze Soil Microbial Community Structure and Metabolic Potential in Two Forest Types. PLoS One. 2014;9(4), e93773.
- [8]da C Jesus E, Marsh TL, Tiedje JM, de S Moreira FM. Changes in land use alter the structure of bacterial communities in Western Amazon soils. ISME J. 2009; 3(9):1004-1011.
- [9]Pereira RM, Silveira EL, Scaquitto DC, Pedrinho EAN, Val-Moraes SP, Wickert E, et al. Molecular characterization of bacterial populations of different soils. Braz J Microbiol. 2006;37(4):439–47.
- [10]Quirino BF, Pappas GJ, Tagliaferro AC, Collevatti RG, Neto EL, da Silva MRS, et al. Molecular phylogenetic diversity of bacteria associated with soil of the savanna-like Cerrado vegetation. Microbiol Res. 2009;164(1):59–70.
- [11]Green JL, Bohannan BJ, Whitaker RJ. Microbial biogeography: from taxonomy to traits. Science. 2008; 320(5879):1039-1043.
- [12]Bai S, Li J, He Z, Van Nostrand JD, Tian Y, Lin G, et al. GeoChip-based analysis of the functional gene diversity and metabolic potential of soil microbial communities of mangroves. Appl Microbiol Biotechnol. 2013;97(15):7035–48.
- [13]He Z, Xu M, Deng Y, Kang S, Kellogg L, Wu L, et al. Metagenomic analysis reveals a marked divergence in the structure of belowground microbial communities at elevated CO2. Ecol Lett. 2010;13(5):564–75.
- [14]Xu M, He Z, Deng Y, Wu L, Van Nostrand JD, Hobbie SE, et al. Elevated CO2 influences microbial carbon and nitrogen cycling. BMC Microbiol. 2013;13(1):124.
- [15]Ramirez KS, Craine JM, Fierer N. Consistent effects of nitrogen amendments on soil microbial communities and processes across biomes. Glob Chang Biol. 2012; 18(6):1918-1927.
- [16]Wei C, Yu Q, Bai E, Lü X, Li Q, Xia J, et al. Nitrogen deposition weakens plant–microbe interactions in grassland ecosystems. Glob Chang Biol. 2013;19(12):3688–97.
- [17]Tian H, Wang S, Liu J, Pan S, Chen H, Zhang C, et al. Patterns of soil nitrogen storage in China. Global Biogeochemical Cycles. 2006; 20(1).
- [18]Dentener F, Drevet J, Lamarque J, Bey I, Eickhout B, Fiore A, et al. Nitrogen and sulfur deposition on regional and global scales: a multimodel evaluation. Global Biogeochemical Cycles. 2006; 20(4).
- [19]Krashevska V, Sandmann D, Maraun M, Scheu S. Moderate changes in nutrient input alter tropical microbial and protist communities and belowground linkages. ISME J. 2014; 8(5):1126-1134.
- [20]Liu L, Zhang T, Gilliam FS, Gundersen P, Zhang W, Chen H, et al. Interactive effects of nitrogen and phosphorus on soil microbial communities in a tropical forest. PLoS One. 2013;8(4), e61188.
- [21]Chan S. Directory of important bird areas in China (mainland): key sites for conservation. BirdLife International, Cambridge; 2009.
- [22]Myers N, Mittermeier RA, Mittermeier CG, Da Fonseca GA, Kent J. Biodiversity hotspots for conservation priorities. Nature. 2000; 403(6772):853-858.
- [23]Lü C, Tian H. Spatial and temporal patterns of nitrogen deposition in China: synthesis of observational data. Journal of Geophysical Research: Atmospheres (1984–2012). 2007; 112(D22).
- [24]De'Ath G. Multivariate regression trees: a new technique for modeling species-environment relationships. Ecology. 2002; 83(4):1105-1117.
- [25]Nielsen U, Ayres E, Wall D, Bardgett R. Soil biodiversity and carbon cycling: a review and synthesis of studies examining diversity–function relationships. Eur J Soil Sci. 2011; 62(1):105-116.
- [26]Parton W, Silver WL, Burke IC, Grassens L, Harmon ME, Currie WS, et al. Global-scale similarities in nitrogen release patterns during long-term decomposition. Science. 2007;315(5810):361–4.
- [27]Reeve JR, Schadt CW, Carpenter-Boggs L, Kang S, Zhou J, Reganold JP. Effects of soil type and farm management on soil ecological functional genes and microbial activities. ISME J. 2010; 4(9):1099-1107.
- [28]Yergeau E, Kang S, He Z, Zhou J, Kowalchuk GA. Functional microarray analysis of nitrogen and carbon cycling genes across an Antarctic latitudinal transect. ISME J. 2007; 1(2):163-179.
- [29]Lim BL, Yeung P, Cheng C, Hill JE. Distribution and diversity of phytate-mineralizing bacteria. ISME J. 2007; 1(4):321-330.
- [30]Chu H-M, Guo R-T, Lin T-W, Chou C-C, Shr H-L, Lai H-L, et al. Structures of < i > Selenomonas ruminantium Phytase in Complex with Persulfated Phytate: DSP Phytase Fold and Mechanism for Sequential Substrate Hydrolysis. Structure. 2004;12(11):2015–24.
- [31]McMahon KD, Dojka MA, Pace NR, Jenkins D, Keasling JD. Polyphosphate kinase from activated sludge performing enhanced biological phosphorus removal. Appl Environ Microbiol. 2002; 68(10):4971-4978.
- [32]Krashevska V, Maraun M, Ruess L, Scheu S. Carbon and nutrient limitation of soil microorganisms and microbial grazers in a tropical montane rain forest. Oikos. 2010; 119(6):1020-1028.
- [33]Cleveland CC, Townsend AR, Schmidt SK. Phosphorus limitation of microbial processes in moist tropical forests: evidence from short-term laboratory incubations and field studies. Ecosystems. 2002; 5(7):0680-0691.
- [34]Lindsay EA, Colloff MJ, Gibb NL, Wakelin SA. The abundance of microbial functional genes in grassy woodlands is influenced more by soil nutrient enrichment than by recent weed invasion or livestock exclusion. Appl Environ Microbiol. 2010; 76(16):5547-5555.
- [35]Fang Y, Yoh M, Koba K, Zhu W, Takebayashi Y, Xiao Y, et al. Nitrogen deposition and forest nitrogen cycling along an urban–rural transect in southern China. Glob Chang Biol. 2011;17(2):872–85.
- [36]Liu X, Zhang Y, Han W, Tang A, Shen J, Cui Z, et al. Enhanced nitrogen deposition over China. Nature. 2013;494(7438):459–62.
- [37]Bai Z, Yang G, Chen H, Zhu Q, Chen D, Li Y, et al. Nitrous oxide fluxes from three forest types of the tropical mountain rainforests on Hainan Island, China. Atmos Environ. 2014;92:469–77.
- [38]Luo G, Kiese R, Wolf B, Butterbach-Bahl K. Effects of soil temperature and moisture on methane uptakes and nitrous oxide emissions across three different ecosystem types. Biogeosci Discuss. 2013; 10(1):927-965.
- [39]Purbopuspito J, Veldkamp E, Brumme R, Murdiyarso D. Trace gas fluxes and nitrogen cycling along an elevation sequence of tropical montane forests in Central Sulawesi, Indonesia. Global Biogeochem Cycles. 2006; 20(3).
- [40]Geisseler D, Horwath WR, Joergensen RG, Ludwig B. Pathways of nitrogen utilization by soil microorganisms–a review. Soil Biol Biochem. 2010; 42(12):2058-2067.
- [41]Treseder KK. Nitrogen additions and microbial biomass: A meta‐analysis of ecosystem studies. Ecol Lett. 2008; 11(10):1111-1120.
- [42]Frey SD, Knorr M, Parrent JL, Simpson RT. Chronic nitrogen enrichment affects the structure and function of the soil microbial community in temperate hardwood and pine forests. For Ecol Manage. 2004; 196(1):159-171.
- [43]Calderón FJ, Jackson LE, Scow KM, Rolston DE. Microbial responses to simulated tillage in cultivated and uncultivated soils. Soil Biol Biochem. 2000; 32(11):1547-1559.
- [44]Michel K, Matzner E. Response of enzyme activities to nitrogen addition in forest floors of different C-to-N ratios. Biol Fertil Soils. 2003; 38(2):102-109.
- [45]Carreiro M, Sinsabaugh R, Repert D, Parkhurst D. Microbial enzyme shifts explain litter decay responses to simulated nitrogen deposition. Ecology. 2000; 81(9):2359-2365.
- [46]Zeng Q, Li Y, Chen B, Wu Z, Zhou G. Tropical Forest Ecosystems Research and Management. China Forestry Publishing House, Beijing; 1997. in Chinese
- [47]Smith J, Paul E. The significance of soil microbial biomass estimations. Soil Biochem. 1990; 6:357-396.
- [48]Tilman D. Secondary succession and the pattern of plant dominance along experimental nitrogen gradients. Ecol Monogr. 1987; 57(3):189-214.
- [49]Zak DR, Holmes WE, White DC, Peacock AD, Tilman D. Plant diversity, soil microbial communities, and ecosystem function: are there any links? Ecology. 2003; 84(8):2042-2050.
- [50]Zou F-S, Chen G-Z, Yang Q-F, Li Y-D. Bird species richness along an elevational gradient in a forest at Jianfengling, Hainan Island, China. Zool Stud. 2012; 51:362-371.
- [51]Lu R. Soil and agricultural chemistry analysis. China Agricultural, Beijing; 2000.
- [52]Zhou J, Bruns MA, Tiedje JM. DNA recovery from soils of diverse composition. Appl Environ Microbiol. 1996; 62(2):316-322.