Microfluidic qPCR for Microbial Ecotoxicology in Soil: A Pilot Study

From the late 1990’s there have been numerous calls to increase the biological relevance of methods used in ecotoxicology, by including environmental variation in experimental designs and replacing single-species tests with community-wide assessments. Quantitative PCR (qPCR) allows researchers to as...

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Main Author: Crane, Sally
Format: Master Thesis
Language:unknown
Published: UNSW Sydney 2016
Subjects:
Online Access:https://dx.doi.org/10.26190/unsworks/19033
http://hdl.handle.net/1959.4/56280
id ftdatacite:10.26190/unsworks/19033
record_format openpolar
spelling ftdatacite:10.26190/unsworks/19033 2023-05-15T13:38:09+02:00 Microfluidic qPCR for Microbial Ecotoxicology in Soil: A Pilot Study Crane, Sally 2016 https://dx.doi.org/10.26190/unsworks/19033 http://hdl.handle.net/1959.4/56280 unknown UNSW Sydney https://creativecommons.org/licenses/by-nc-nd/3.0/au/ cc by-nc-nd 3.0 CC-BY-NC-ND Microfluidic qPCR Microbial Ecotoxicology Terrestrial Ecotoxicology Hydrocarbons Residual Fuel Sub-Antarctic Soil qPCR Dissertation thesis master thesis Thesis 2016 ftdatacite https://doi.org/10.26190/unsworks/19033 2022-04-01T18:57:04Z From the late 1990’s there have been numerous calls to increase the biological relevance of methods used in ecotoxicology, by including environmental variation in experimental designs and replacing single-species tests with community-wide assessments. Quantitative PCR (qPCR) allows researchers to assess the impact of contamination on microbial communities involved in key processes such as nitrogen cycling, but is labor intensive, costly and requires a high degree of operator skill. Investigations are therefore usually restricted to quantifying 3 - 4 genes. Here we present the first application of microfluidic qPCR (MFQPCR) to microbial processes in soil. Utilising existing primer sets, we developed a MFQPCR assay for soil hydrocarbon ecotoxicology targeting the nitrogen cycle, hydrocarbon degradation and taxa, including bacteria and fungi. With as little as 6.7 nl reaction volumes, each chip has the capacity to quantify 14 genes across 30 samples in less than 5 hours, with costs per reaction less than half that of traditional qPCR. We developed the FuelTox pipeline, combining our MFQPCR assay with long-term in-situ mesocosms (114 weeks), fingerprinting (ARISA), factor-qPCR and multi-variate analysis, to assess the ecotoxicology of residual hydrocarbons on soil microbes on sub-Antarctic Macquarie Island. Principal response curves (PRC) of MFQPCR-derived gene abundances revealed significant inhibition of the endemic microbial community in response to fuel spiking; with bacterial laccase-like and denitrification (nosZ, nirK & narG) genes the most sensitive. Unlike previous Macquarie Island studies with fresh fuel, we observed similar sensitivities over our entire spiking range of 50 – 10 000 mg/kg, with no stimulation of nosZ, alkB or nah genes, commonly associated with hydrocarbon degradation observed. By 69 weeks post-spiking we observed significant reductions in spiking compounds (54-99%) and most significantly the recovery of the microbial community to that prior to fuel spiking. This study demonstrates that MFQPCR is not only a fast and cost-effective alternative to traditional qPCR, but it can be used for multi-variate analysis, thereby producing results that are directly comparable with more traditional ecotoxicology studies, such as single species tests using invertebrates or larger organisms. Due to the flexibility of MFQPCR, the FuelTox pipeline has great potential to be adapted to assess other contaminants and environmental stressors, by simply interchanging the primer sets used to target alternative genes of interest. Master Thesis Antarc* Antarctic Macquarie Island DataCite Metadata Store (German National Library of Science and Technology) Antarctic
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Microfluidic qPCR
Microbial Ecotoxicology
Terrestrial Ecotoxicology
Hydrocarbons
Residual Fuel
Sub-Antarctic
Soil
qPCR
spellingShingle Microfluidic qPCR
Microbial Ecotoxicology
Terrestrial Ecotoxicology
Hydrocarbons
Residual Fuel
Sub-Antarctic
Soil
qPCR
Crane, Sally
Microfluidic qPCR for Microbial Ecotoxicology in Soil: A Pilot Study
topic_facet Microfluidic qPCR
Microbial Ecotoxicology
Terrestrial Ecotoxicology
Hydrocarbons
Residual Fuel
Sub-Antarctic
Soil
qPCR
description From the late 1990’s there have been numerous calls to increase the biological relevance of methods used in ecotoxicology, by including environmental variation in experimental designs and replacing single-species tests with community-wide assessments. Quantitative PCR (qPCR) allows researchers to assess the impact of contamination on microbial communities involved in key processes such as nitrogen cycling, but is labor intensive, costly and requires a high degree of operator skill. Investigations are therefore usually restricted to quantifying 3 - 4 genes. Here we present the first application of microfluidic qPCR (MFQPCR) to microbial processes in soil. Utilising existing primer sets, we developed a MFQPCR assay for soil hydrocarbon ecotoxicology targeting the nitrogen cycle, hydrocarbon degradation and taxa, including bacteria and fungi. With as little as 6.7 nl reaction volumes, each chip has the capacity to quantify 14 genes across 30 samples in less than 5 hours, with costs per reaction less than half that of traditional qPCR. We developed the FuelTox pipeline, combining our MFQPCR assay with long-term in-situ mesocosms (114 weeks), fingerprinting (ARISA), factor-qPCR and multi-variate analysis, to assess the ecotoxicology of residual hydrocarbons on soil microbes on sub-Antarctic Macquarie Island. Principal response curves (PRC) of MFQPCR-derived gene abundances revealed significant inhibition of the endemic microbial community in response to fuel spiking; with bacterial laccase-like and denitrification (nosZ, nirK & narG) genes the most sensitive. Unlike previous Macquarie Island studies with fresh fuel, we observed similar sensitivities over our entire spiking range of 50 – 10 000 mg/kg, with no stimulation of nosZ, alkB or nah genes, commonly associated with hydrocarbon degradation observed. By 69 weeks post-spiking we observed significant reductions in spiking compounds (54-99%) and most significantly the recovery of the microbial community to that prior to fuel spiking. This study demonstrates that MFQPCR is not only a fast and cost-effective alternative to traditional qPCR, but it can be used for multi-variate analysis, thereby producing results that are directly comparable with more traditional ecotoxicology studies, such as single species tests using invertebrates or larger organisms. Due to the flexibility of MFQPCR, the FuelTox pipeline has great potential to be adapted to assess other contaminants and environmental stressors, by simply interchanging the primer sets used to target alternative genes of interest.
format Master Thesis
author Crane, Sally
author_facet Crane, Sally
author_sort Crane, Sally
title Microfluidic qPCR for Microbial Ecotoxicology in Soil: A Pilot Study
title_short Microfluidic qPCR for Microbial Ecotoxicology in Soil: A Pilot Study
title_full Microfluidic qPCR for Microbial Ecotoxicology in Soil: A Pilot Study
title_fullStr Microfluidic qPCR for Microbial Ecotoxicology in Soil: A Pilot Study
title_full_unstemmed Microfluidic qPCR for Microbial Ecotoxicology in Soil: A Pilot Study
title_sort microfluidic qpcr for microbial ecotoxicology in soil: a pilot study
publisher UNSW Sydney
publishDate 2016
url https://dx.doi.org/10.26190/unsworks/19033
http://hdl.handle.net/1959.4/56280
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
Macquarie Island
genre_facet Antarc*
Antarctic
Macquarie Island
op_rights https://creativecommons.org/licenses/by-nc-nd/3.0/au/
cc by-nc-nd 3.0
op_rightsnorm CC-BY-NC-ND
op_doi https://doi.org/10.26190/unsworks/19033
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