Abstract
Terminal restriction fragment length polymorphism (T-RFLP) is a rapid, robust, inexpensive and simple tool for microbial community profiling. Methods used for DNA extraction, PCR amplification and digestion of amplified products have a considerable impact on the results of T-RFLP. Pitfalls of the method skew the similarity analysis and compromise its high throughput ability. Despite a high throughput method of data generation, data analysis is still in its infancy and needs more attention. Current article highlights the limitations of the methods used for data generation and analysis. It also provides an overview of the recent methodological developments in T-RFLP which will assist the readers in obtaining real and authentic profiles of the microbial communities under consideration while eluding the inherent biases and technical difficulties.
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References
Hugenholtz P, Goebel BM, Pace NR (1998) Impact of culture independent studies on the emerging phylogenetic view of bacterial diversity. J Bacteriol 180:4765–4774
Liu W, Marsh TL, Cheng H, Forney LJ (1997) Characterization of microbial diversity by determining terminal restriction fragment length polymorphism of genes encoding 16S rRNA. Appl Environ Microbiol 63:4516–4522
Penny C, Nadalig T, Alioua M, Gruffaz C, Vuilleumier S, Bringel F (2010) Coupling of denaturing high-performance liquid chromatography and terminal restriction fragment length polymorphism with precise fragment sizing for microbial community profiling and characterization. Appl Environ Microbiol 76:648–651
Schwieger F, Tebbe CC (1998) A new approach to utilize PCR-single strand confirmation polymorphism for 16S rRNA gene based microbial community analysis. Appl Environ Microbiol 64:4870–4876
Avis PG, Dickie IA, Mueller GM (2006) A ‘dirty’ business: testing the limitation of terminal restriction fragment length polymorphism (T-RFLP) analysis of soil fungi. Mol Ecol 15:873–882
Canion A, Prakash O, Green S, Jahnke L, Kuypers M, Kostka JE (2013) Isolation and physiological characterization of psychrophilic denitrifying bacteria from permanently cold Arctic fjord sediments (Svalbard, Norway). Environ Microbiol 15:1606–1618
Dadhwal M, Singh A, Prakash O, Gupta SK, Kumari K, Sharma P, Jit S, Verma M, Holliger C, Lal R (2009) Proposal of biostimulation for hexachlorocyclohexane (HCH)-decontamination and characterization of culturable bacterial community from high-dose point HCH-contaminated soils. J Appl Microbiol 106:381–392
Dunbar J, Ticknor LO, Kuske CR (2001) Phylogenetic specificity and reproducibility and new method for analysis of terminal restriction fragment profiles of 16S rRNA genes from bacterial communities. Appl Environ Microbiol 67:190–197
Elliott GN, Thomas N, Macrae M, Campbell CD, Ogden ID, Singh BK (2012) Multiplex T-RFLP allows for increased target number and specificity: detection of Salmonella enterica and six species of Listeria in a single test. PLoS ONE 7:e43672
Euringer K, Lueders T (2008) An optimised PCR/T-RFLP fingerprinting approach for the investigation of protistan communities in groundwater environments. J Microbiol Methods 75:262–268
Green SJ, Prakash O, Jasrotia P, Overholt WA, Cardenas E, Hubbard D, Tiedje JM, Watson DB, Jardine PM, Brooks SC, Kostka JE (2012) Denitrifying bacteria from the genus Rhodanobacter dominate bacterial communities in the highly contaminated subsurface of a nuclear legacy waste site. Appl Environ Microbiol 78:1039–1047
Raina V, Suar M, Singh A, Prakash O, Dadhwal M, Gupta SK, Lal R (2008) Enhanced biodegradation of hexachlorocyclohexane (HCH) in contaminated soil via inoculation of Sphingobium indicum B90A. Biodegradation 19:27–40
Wawrik B, Kerkhof L, Kukor J, Zylstra G (2005) Effect of different carbon sources on community composition of bacterial enrichments from soil. Appl Environ Microbiol 71:6773–6783
Widmer F, Hartmann M, Frey B, Kölliker R (2006) A novel strategy to extract specific phylogenetic sequence information from community T-RFLP. J Microbiol Methods 66:512–520
Bruce KD (1997) Analysis of mer gene subclass within bacterial communities in soil and sediments resolved by fluorescent-PCR restriction fragment length polymorphism profiling. Appl Environ Microbiol 63:4914–4919
Horz H, Rotthauwe J, Lukow T, Liesack W (2000) Identification of major subgroups of ammonia oxidizing bacteria in environmental samples by T-RFLP analysis of amoA PCR products. J Microbiol Methods 39:197–204
Rösch C, Bothe H (2005) Improved assessment of denitrifying, N2-fixing, and total community bacteria by terminal restriction fragment length polymorphism analysis using multiple restriction enzymes. Appl Environ Microbiol 71:2026–2035
Schütte UME, Abdo Z, Bent SJ, Shyu C, Williams CJ, Pierson JD, Forney LJ (2008) Advances in the use of terminal restriction fragment length polymorphism (T-RFLP) analysis of 16S rRNA genes to characterize microbial communities. Appl Microbiol Biotechnol 80:365–380
Fatima F, Chaudhary I, Ali J, Rastogi S, Pathak N (2011) Microbial DNA extraction from soil by different methods and its PCR amplification. Biochem Cell Arch 11:2
Feinstein LM, Sul WJ, Blackwood CB (2009) Assessment of bias associated with incomplete extraction of microbial DNA from soil. Appl Environ Microbiol 75:5428–5433
Frostegard A, Courtois S, Ramisse V, Clerc S, Bernillon D, Le Gall F, Jeannin P, Nesme X, Simonet P (1999) Quantification of bias related to the extraction of DNA directly from soils. Appl Environ Microbiol 66:4237–4246
Gabor EM, de Vries EJ, Janssen DB (2003) Efficient recovery of environmental DNA for expression cloning by indirect extraction method. FEMS Microbiol Ecol 44:153–163
İnceoglu O, Hoogwout EF, Hill P, van Elsas JD (2010) Effect of DNA extraction method on the apparent microbial diversity of soil. Appl Environ Microbiol 76:3378–3382
Kitts CL (2001) Terminal restriction fragment patterns: a tool for comparing microbial communities and assessing community dynamics. Curr Issues Intest Microbiol 2:17–25
Willner D, Daly J, Whiley D, Grimwood K, Wainwright CE, Hugenholtz P (2012) Comparison of DNA extraction methods for microbial community profiling with an application to pediatric bronchoalveolar lavage samples. PLoS ONE 7:e34605
LaMontagne MG, Michel FC Jr, Holden PA, Reddy CA (2002) Evaluation of extraction and purification methods for obtaining PCR-amplifiable DNA from compost for microbial community analysis. J Microbiol Methods 49:255–264
Martin-Laurent F, Philippot L, Hallet S, Chaussod R, Germon JC, Soulas G, Catroux G (2001) DNA extraction from soils: old bias for new microbial diversity analysis method. Appl Environ Microbiol 67:2354–2359
Qiu X, Wu L, Huang H, McDonel PE, Palumbo AV, Tiedje JM, Zhou J (2001) Evaluation of PCR generated chimeras, mutation and heteroduplexes with 16S rRNA gene-based cloning. Appl Environ Microbiol 67:880–887
Polz MF, Cavanaugh CM (1998) Bias in template to product ratios in multitemplate PCR. Appl Environ Microbiol 64:3723–3730
Osborn AM, Moore ERB, Timmis KN (1999) An evaluation of terminal restriction fragment length polymorphism (T-RFLP) analysis for the study of microbial community structure and dynamics. Environ Microbiol 2:39–50
Fortuna AM, Marsh TL, Honeycutt CW, Halteman WA (2011) Use of primer selection and restriction enzymes to assess bacterial community diversity in an agricultural soil used for potato production via terminal restriction fragment length polymorphism. Appl Microbiol Biotechnol 91:1193–1202
Nakano Y, Takeshita T, Yamashita Y (2006) TRFMA: a web-based tool for terminal restriction fragment length polymorphism analysis based on molecular weight. Bioinformatics 22:1788–1789
Pandey J, Ganesan K, Jain RK (2007) Variations in T-RFLP profiles with differing chemistries of fluorescent dyes used for labeling the PCR primers. J Microbiol Methods 68:633–638
Hewson I, Fuhrman JA (2006) Improved strategy for comparing microbial assemblage fingerprints. Microb Ecol 51:147–153
Li F, Hullar MA, Lampe JW (2007) Optimization of terminal restriction fragment polymorphism (TRFLP) analysis of human gut microbiota. J Microbiol Methods 68:303–311
Legendre P, Gallagher ED (2001) Ecologically meaningful transformations for ordination of species data. Oecologia 129:271–280
Abdo Z, Schüette UME, Bent SJ, Williams CJ, Forney LJ, Joyce P (2006) Statistical method for characterizing diversity of microbial communities by analysis of terminal restriction fragment length polymorphism of 16S rRNA genes. Environ Microbiol 8:929–938
Culman SW, Bukowski R, Gauch HG, Cadillo-Quiroz H, Buckley DH (2009) T-REX: software for the processing and analysis of T-RFLP data. BMC Bioinformatics 10:171
Grant A, Ogilvie LA (2003) Terminal restriction fragment length polymorphism data analysis. Appl Environ Microbiol 69:6342–6343
Culman SW, Gauch HG, Blackwood CB, Thies JE (2008) Analysis of T-RFLP data using analysis of variance and ordination methods: a comparative study. J Microbiol Methods 75:55–63
Legendre P, Legendre L (1998) Numerical ecology. Elsevier Science Publishers, Amsterdam
Ramette A (2007) Multivariate analyses in microbial ecology. FEMS Microbiol Ecol 62:142–160
Smith CJ, Danilowicz BS, Clear AK, Costello FJ, Wilson B, Meijer WG (2005) T-Align, a web based tool for comparison of multiple terminal restriction fragment length polymorphism profiles. FEMS Microbiol Ecol 54:375–383
Blackwood CB, Marsh T, Sang-Hoon K, Paul EA (2003) Terminal restriction fragment length polymorphism data analysis for quantitative comparison of microbial communities. Appl Environ Microbiol 69:926–932
Ricke P, Kolb S, Braker G (2005) Application of newly developed ARB software- integrated tool for in silico terminal restriction fragment length polymorphism analysis reveals the dominance of a novel pmoA cluster in forest soil. Appl Environ Microbiol 71:1671–1673
Weissbrodt DG, Shani N, Sinclair L, Lefebvre G, Rossi P, Maillard J, Rougemont J, Holliger C (2012) PyroTRF-ID: a novel bioinformatics methodology for the affiliation of terminal-restriction fragments using 16S rRNA gene pyrosequencing data. BMC Microbiol 12:306
Kent AD, Smith DJ, Benson BJ, Triplett EW (2003) Web based phylogenetic assignment tool for analysis of terminal restriction fragment length polymorphism profiles of microbial communities. Appl Environ Microbiol 69:6768–6773
Junier P, Junier T, Witzel KP (2008) TRiFLe, a program for in silico terminal restriction fragment length polymorphism analysis with user-defined sequence sets. Appl Environ Microbiol 74:6452–6456
Stres B, Tiedje JM, Murovec B (2009) BEsTRF: a tool for optimal resolution of terminal-restriction fragment length polymorphism (T-RFLP) analysis based on user defined primer-enzyme-sequence databases. Bioinformatics 25:1556–1558
Muyzer G, Smalla K (1998) Application of denaturing gradient gel electrophoresis (DGGE) and temperature gradient gel electrophoresis in microbial ecology. Antonie van Leeuwenhock 73:127–141
Lou DI, Hussmann JA, McBee RM, Acevedo A, Andino R, Press WH, Sawyer SL (2013) High-throughput DNA sequencing errors are reduced by orders of magnitude using circle sequencing. Proc Nat Acad Sci USA 110:19872–19877
Kalia VC, Mukherjee T, Bhushan A, Joshi J, Shankar P, Huma N (2011) Analysis of the unexplored features of rrs (16S rDNA) of the genus Clostridium. BMC Genom 12:18
Porwal S, Lal S, Cheema S, Kalia VC (2009) Phylogeny in aid of the present and novel microbial lineages: diversity in Bacillus. PLoS ONE 4:e4438
Bhushan A, Joshi J, Shankar P, Kushwah J, Raju SC, Purohit HJ, Kalia VC (2013) Development of genomic tools for the identification of certain Pseudomonas up to species level. Ind J Microbiol 53:253–263
Lewis ZT, Bokulich NA, Kalanetra KM, Ruiz-Moyano S, Underwood MA, Mills DA (2013) Use of bifidobacterial specific terminal restriction fragment length polymorphisms to complement next generation sequence profiling of infant gut communities. Anaerobe 19:62–69
Luna GM, Dell’Anno A, Danovaro R (2006) DNA extraction procedure: a critical issue for bacterial diversity assessment in marine sediments. Environ Microbiol 8:308–320
Acknowledgments
The authors are thankful to the Department of Biotechnology (DBT), Government of India for supporting this work by grant BT/PR10054/NDB/52/94/2007. The review benefited from valuable inputs and comments from Prof. Andrew Ogram, Soil and Water Science Department, University of Florida, USA, and Somak Chowdhury and Shreyas Kumbhare from National Centre for Cell Science, Pune, India.
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Prakash, O., Pandey, P.K., Kulkarni, G.J. et al. Technicalities and Glitches of Terminal Restriction Fragment Length Polymorphism (T-RFLP). Indian J Microbiol 54, 255–261 (2014). https://doi.org/10.1007/s12088-014-0461-0
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DOI: https://doi.org/10.1007/s12088-014-0461-0