Interpreting Ecological Diversity Indices Applied to Terminal Restriction Fragment Length Polymorphism Data: Insights from Simulated Microbial Communities
- 15 August 2007
- journal article
- Published by American Society for Microbiology in Applied and Environmental Microbiology
- Vol. 73 (16) , 5276-5283
- https://doi.org/10.1128/aem.00514-07
Abstract
Ecological diversity indices are frequently applied to molecular profiling methods, such as terminal restriction fragment length polymorphism (T-RFLP), in order to compare diversity among microbial communities. We performed simulations to determine whether diversity indices calculated from T-RFLP profiles could reflect the true diversity of the underlying communities despite potential analytical artifacts. These include multiple taxa generating the same terminal restriction fragment (TRF) and rare TRFs being excluded by a relative abundance (fluorescence) threshold. True community diversity was simulated using the lognormal species abundance distribution. Simulated T-RFLP profiles were generated by assigning each species a TRF size based on an empirical or modeled TRF size distribution. With a typical threshold (1%), the only consistently useful relationship was between Smith and Wilson evenness applied to T-RFLP data (TRF-E(var)) and true Shannon diversity (H'), with correlations between 0.71 and 0.81. TRF-H' and true H' were well correlated in the simulations using the lowest number of species, but this correlation declined substantially in simulations using greater numbers of species, to the point where TRF-H' cannot be considered a useful statistic. The relationships between TRF diversity indices and true indices were sensitive to the relative abundance threshold, with greatly improved correlations observed using a 0.1% threshold, which was investigated for comparative purposes but is not possible to consistently achieve with current technology. In general, the use of diversity indices on T-RFLP data provides inaccurate estimates of true diversity in microbial communities (with the possible exception of TRF-E(var)). We suggest that, where significant differences in T-RFLP diversity indices were found in previous work, these should be reinterpreted as a reflection of differences in community composition rather than a true difference in community diversity.Keywords
This publication has 42 references indexed in Scilit:
- Community Structure Analyses Are More Sensitive to Differences in Soil Bacterial Communities than Anonymous Diversity IndicesApplied and Environmental Microbiology, 2006
- Assessment of biases associated with profiling simple, model communities using terminal-restriction fragment length polymorphism-based analysesJournal of Microbiological Methods, 2006
- Entropy and diversityOikos, 2006
- Unexpectedly High Bacterial Diversity in Arctic Tundra Relative to Boreal Forest Soils, Revealed by Serial Analysis of Ribosomal Sequence TagsApplied and Environmental Microbiology, 2005
- Impact of flooding on soil bacterial communities associated with poplar (Populus sp.) treesFEMS Microbiology Ecology, 2005
- Application of a Newly Developed ARB Software-Integrated Tool for In Silico Terminal Restriction Fragment Length Polymorphism Analysis Reveals the Dominance of a Novel pmoA Cluster in a Forest SoilApplied and Environmental Microbiology, 2005
- Measuring Biological DiversityThe Journal of the Torrey Botanical Society, 2004
- Biodiversity and Ecosystem Functioning: Current Knowledge and Future ChallengesScience, 2001
- Quantifying biodiversity: procedures and pitfalls in the measurement and comparison of species richnessEcology Letters, 2001
- A Consumer's Guide to Evenness IndicesOikos, 1996