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1 Choice of methods for soil microbial community analysis Eric Ben-David Environment Division, Australian Nuclear Science and Technology Organisation (ANSTO) School of Biotechnology and Biomolecular Sciences, University of New South Wales (UNSW)
2
3 Why Soil Microbes are Important?  Soil microbes play pivotal roles in various biogeochemical cycles (BGC) and are responsible for the cycling of organic compounds.  Soil microorganisms also influence above-ground ecosystems by contributing to plant nutrition, plant health, soil structure and soil fertility
4 What do we know about them?  ,[object Object]
Most looks similar under light microscope – difficult to group by simple shape criteria
Problematic to find suitable growing conditions for different microbes
Some will grow slowly, some will not grow in lab
Those, who grow easily, may not represent the major fraction of the studied community,[object Object]
6 The DGGE Technique  Denaturing gradient gel electrophoresis (DGGE) is a nucleic acid based (DNA or RNA) technique which can be used to profile and identify dominant members of the microbial community based on their genetic fingerprint.
7 How does it work? ,[object Object],• 16S rRNA genes are PCR amplified and observed on an agarose gel – Separation based on size • The identity of the PCR products (i.e., that of the organisms in the environmental sample) is then determined by sequencing of DGGE bands ,[object Object],– Who are the environmental bacteria most similar to? – What is the level of this similarity
8
9 Examples of DGGE analyses ,[object Object],• Right: An example from a “real” mixed microbial communities
10 Lipid Biomarker Analysis
11 What are Phospholipids? ,[object Object],[object Object]
13 Phospholipids have a polar head group and two hydrocarbon tails. saturated fatty acid-> ←unsaturated fatty acid
14 Membrane Liability  (turnover) ,[object Object],VIABLE NON-VIABLE O O  ||  || H2COC H2COC O O phospholipase | | || || cell death C O CH C O CH | O | || H2 C O H H2 C O P O CH2CN+ H3 | Neutral lipid, ~DGFA O- Polar lipid, ~ PLFA
15 PLFA Analysis Distribution of lipids can be very species specific. Bacteria typically contain odd chain and branched fatty acids as well as cyclopropane and α- or β- derivatives Consequently, profiles based on the composition of phospholipid-linked fatty acids (PLFA) can be used to indicate community structure of bacteria and eucarya but not archaea (because they do NOT have fatty acids in their phospholipids).
16 There are many classes of fatty acids.They are designated according to:1. The total number of C atoms 2. Degree of unsaturation (double bonds)3. Position of the double bonds  4. Branching patterns
17 Examples ,[object Object]
18:25 = 18 carbons, 2 double bonds at the 5th position from the aliphatic end
a15:0  = 15 carbons, no double bonds with anteiso branching,[object Object]
19 CO2 x AM: amb, -AM amb, +AM ele, -AM ele, +AM Community fingerprint Principle Components Analysis (PCA) and cluster analysis can then be used to group microbial communities based upon their similarities:
20 Some fatty acids arebiomarkers ,[object Object]
Algae = 20:53, 18:33
Fungi = 18:26
Actinomycetes = 10Me17:0, 10Me18:0
Sulfate reducers = i17:1, 10Me16:0
Methanotrophs = 16:18c, 18:18c,[object Object]
22 Lipid Extraction
23 GC-MS analysis Gas-phase ions are separated according to mass/charge ratio and sequentially detected
24 How Can We Analyse the Microbial Community Structure? Pure culture studies, mixed enrichment cultures and manipulative lab and field experiments established the link between groups of microbes and specific PLFAs We group together suites of microbes that share biochemical characteristics. ie. eukaryotes vs prokaryotes
25 Example 1 Patchiness of microbial community  structure in Negev desert soils  Question: Does the vegetation patchiness in desert landscapes is also being reflected in the microbial community structure of two sites from two climatic zones in the Negev, Israel?
26 Multivariate analysis (PCA) of the PLFA data AVDAT SAYERET SHAKED Zygophyllum dumosum (Zd) Hammada scoparia (Hs) Intershrub patches (ISPA)  Noaea mucronata (Nm)  Thymelaea hirsute (Th) Intershrub patches (ISPS)
27 Redundancy analysis to correlate between PLFA and soil chemistry data AVDAT SAYERET SHAKED
28 Conclusions multivariate statistics suggest the occurrence of “microbial diversity patchiness” in the Negev desert  Gram -ve anaerobe indicators (Cy17:0, Cy19:0) dominated the ISP while the Gram +ve indicators (i15:0, a15:0 and i16:0) were associated with SUC samples  Halophyte plants may have a distinct effect influence on the community structure  Nitrate, EC and OM have a significant bearing on microbial community structure
29 EXAMPLE 2Microbial community succession along a desert rainfall gradient
30 BSC have a significant role in desert ecosystems: Influencing overland runoff production, soil moisture content,water infiltration and holding capacity Preventing soil erosion by water or wind, and are responsible for the stabilization of sand dunes Improve soil fertility by production of organic carbon and nitrogen
31 Question ,[object Object],[object Object]
33 Geomorphological and biophysiological parameters of the biological soil crusts along the rainfall gradient
34 PCA ordination of PLFA relative abundance datafrom the three sites ,[object Object]

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Choice of methods for soil microbial community analysis

  • 1. 1 Choice of methods for soil microbial community analysis Eric Ben-David Environment Division, Australian Nuclear Science and Technology Organisation (ANSTO) School of Biotechnology and Biomolecular Sciences, University of New South Wales (UNSW)
  • 2. 2
  • 3. 3 Why Soil Microbes are Important? Soil microbes play pivotal roles in various biogeochemical cycles (BGC) and are responsible for the cycling of organic compounds. Soil microorganisms also influence above-ground ecosystems by contributing to plant nutrition, plant health, soil structure and soil fertility
  • 4.
  • 5. Most looks similar under light microscope – difficult to group by simple shape criteria
  • 6. Problematic to find suitable growing conditions for different microbes
  • 7. Some will grow slowly, some will not grow in lab
  • 8.
  • 9. 6 The DGGE Technique Denaturing gradient gel electrophoresis (DGGE) is a nucleic acid based (DNA or RNA) technique which can be used to profile and identify dominant members of the microbial community based on their genetic fingerprint.
  • 10.
  • 11. 8
  • 12.
  • 13. 10 Lipid Biomarker Analysis
  • 14.
  • 15. 13 Phospholipids have a polar head group and two hydrocarbon tails. saturated fatty acid-> ←unsaturated fatty acid
  • 16.
  • 17. 15 PLFA Analysis Distribution of lipids can be very species specific. Bacteria typically contain odd chain and branched fatty acids as well as cyclopropane and α- or β- derivatives Consequently, profiles based on the composition of phospholipid-linked fatty acids (PLFA) can be used to indicate community structure of bacteria and eucarya but not archaea (because they do NOT have fatty acids in their phospholipids).
  • 18. 16 There are many classes of fatty acids.They are designated according to:1. The total number of C atoms 2. Degree of unsaturation (double bonds)3. Position of the double bonds 4. Branching patterns
  • 19.
  • 20. 18:25 = 18 carbons, 2 double bonds at the 5th position from the aliphatic end
  • 21.
  • 22. 19 CO2 x AM: amb, -AM amb, +AM ele, -AM ele, +AM Community fingerprint Principle Components Analysis (PCA) and cluster analysis can then be used to group microbial communities based upon their similarities:
  • 23.
  • 24. Algae = 20:53, 18:33
  • 27. Sulfate reducers = i17:1, 10Me16:0
  • 28.
  • 30. 23 GC-MS analysis Gas-phase ions are separated according to mass/charge ratio and sequentially detected
  • 31. 24 How Can We Analyse the Microbial Community Structure? Pure culture studies, mixed enrichment cultures and manipulative lab and field experiments established the link between groups of microbes and specific PLFAs We group together suites of microbes that share biochemical characteristics. ie. eukaryotes vs prokaryotes
  • 32. 25 Example 1 Patchiness of microbial community structure in Negev desert soils Question: Does the vegetation patchiness in desert landscapes is also being reflected in the microbial community structure of two sites from two climatic zones in the Negev, Israel?
  • 33. 26 Multivariate analysis (PCA) of the PLFA data AVDAT SAYERET SHAKED Zygophyllum dumosum (Zd) Hammada scoparia (Hs) Intershrub patches (ISPA) Noaea mucronata (Nm) Thymelaea hirsute (Th) Intershrub patches (ISPS)
  • 34. 27 Redundancy analysis to correlate between PLFA and soil chemistry data AVDAT SAYERET SHAKED
  • 35. 28 Conclusions multivariate statistics suggest the occurrence of “microbial diversity patchiness” in the Negev desert Gram -ve anaerobe indicators (Cy17:0, Cy19:0) dominated the ISP while the Gram +ve indicators (i15:0, a15:0 and i16:0) were associated with SUC samples Halophyte plants may have a distinct effect influence on the community structure Nitrate, EC and OM have a significant bearing on microbial community structure
  • 36. 29 EXAMPLE 2Microbial community succession along a desert rainfall gradient
  • 37. 30 BSC have a significant role in desert ecosystems: Influencing overland runoff production, soil moisture content,water infiltration and holding capacity Preventing soil erosion by water or wind, and are responsible for the stabilization of sand dunes Improve soil fertility by production of organic carbon and nitrogen
  • 38.
  • 39. 33 Geomorphological and biophysiological parameters of the biological soil crusts along the rainfall gradient
  • 40.
  • 41. The samples of site 85 were dispersed throughout the diagram
  • 42. 35 Relative abundance of PLFA indicator groups Significantly higher cyanobacteria in site 115 Significantly higher G+ve in site 62
  • 43. 36 DGGE patterns of the three sites 115 85 62
  • 44. 37 Ward's cluster analysis of the DGGE banding patterns of the three sites; 62, 85, and 115
  • 45. 38 Phylogenetic distribution of prominent 16S rRNA gene sequences
  • 46. 39 Conclusions Both methods showed that the northern site (62) microbial community was significantly different from the southern site (115). Site 115 was dominated by the resilient cyanobacteriaMicrocoleusvaginatus However, a shift to a more diverse population as seen in sites 85 and 62 may reflect development in the BSC succesional stage. Both methods correlated well with the geomorphological parameters
  • 47. 40 Acknowledgments Many thanks to: Prof Ali Nejidat Dr Eli Tzaadi