Dependency of DNA extraction efficiency on cell concentration confounds molecular quantification of microorganisms in groundwater. Issue 10 (3rd August 2018)
- Record Type:
- Journal Article
- Title:
- Dependency of DNA extraction efficiency on cell concentration confounds molecular quantification of microorganisms in groundwater. Issue 10 (3rd August 2018)
- Main Title:
- Dependency of DNA extraction efficiency on cell concentration confounds molecular quantification of microorganisms in groundwater
- Authors:
- Luk, Alison WS
Beckmann, Sabrina
Manefield, Mike - Abstract:
- ABSTRACT: Quantification of microbes in water systems is essential to industrial practices ranging from drinking water and wastewater treatment to groundwater remediation. While quantification using DNA-based molecular methods is precise, the accuracy is dependent on DNA extraction efficiencies. We show that the DNA yield is strongly impacted by the cell concentration in groundwater samples (r = −0.92, P < 0.0001). This has major implications for industrial applications using quantitative polymerase chain reaction (qPCR) to determine cell concentrations in water, including bioremediation. We propose a simple normalization method using a DNA recovery ratio, calculated with the total cell count and DNA yield. Application of this method to enumeration of bacteria and archaea in groundwater samples targeting phylogenetic markers (16S rRNA) demonstrated an increased goodness of fit after normalization (7.04 vs 0.94 difference in Akaike's information criteria). Furthermore, normalization was applied to qPCR quantification of functional genes and combined with DNA sequencing of archaeal and bacterial 16S rRNA genes to monitor changes in abundance of methanogenic archaea and sulphate-reducing bacteria in groundwater. The integration of qPCR and DNA sequencing with appropriate normalization enables high-throughput quantification of microbial groups using increasingly affordable and accessible techniques. This research has implications for microbial ecology and engineering research asABSTRACT: Quantification of microbes in water systems is essential to industrial practices ranging from drinking water and wastewater treatment to groundwater remediation. While quantification using DNA-based molecular methods is precise, the accuracy is dependent on DNA extraction efficiencies. We show that the DNA yield is strongly impacted by the cell concentration in groundwater samples (r = −0.92, P < 0.0001). This has major implications for industrial applications using quantitative polymerase chain reaction (qPCR) to determine cell concentrations in water, including bioremediation. We propose a simple normalization method using a DNA recovery ratio, calculated with the total cell count and DNA yield. Application of this method to enumeration of bacteria and archaea in groundwater samples targeting phylogenetic markers (16S rRNA) demonstrated an increased goodness of fit after normalization (7.04 vs 0.94 difference in Akaike's information criteria). Furthermore, normalization was applied to qPCR quantification of functional genes and combined with DNA sequencing of archaeal and bacterial 16S rRNA genes to monitor changes in abundance of methanogenic archaea and sulphate-reducing bacteria in groundwater. The integration of qPCR and DNA sequencing with appropriate normalization enables high-throughput quantification of microbial groups using increasingly affordable and accessible techniques. This research has implications for microbial ecology and engineering research as well as industrial practice. Abstract : The accuracy of molecular quantification of microorganisms in groundwater is dependent on normalization of the cell concentration. … (more)
- Is Part Of:
- FEMS microbiology ecology. Volume 94:Issue 10(2018:Oct.)
- Journal:
- FEMS microbiology ecology
- Issue:
- Volume 94:Issue 10(2018:Oct.)
- Issue Display:
- Volume 94, Issue 10 (2018)
- Year:
- 2018
- Volume:
- 94
- Issue:
- 10
- Issue Sort Value:
- 2018-0094-0010-0000
- Page Start:
- Page End:
- Publication Date:
- 2018-08-03
- Subjects:
- DNA extraction efficiency -- recovery ratio -- absolute abundance -- normalization
Microbial ecology -- Periodicals
Microbiology -- Periodicals
579.17 - Journal URLs:
- http://femsec.oxfordjournals.org/content ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1093/femsec/fiy146 ↗
- Languages:
- English
- ISSNs:
- 0168-6496
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3905.296000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 12201.xml