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A unifying basis for faecal detection and source tracking

A unifying basis for faecal detection and source tracking

Andreas Farnleitner (ORCID: 0000-0002-0542-5425)
  • Grant DOI 10.55776/P23900
  • Funding program Principal Investigator Projects
  • Status ended
  • Start August 1, 2012
  • End July 31, 2017
  • Funding amount € 302,147
  • Project website

Disciplines

Biology (70%); Health Sciences (30%)

Keywords

    Water Quality, Detection Of Faecal Pollution, Faecal Source Tracking, Molecular Faecal Markers, molecularbiological analysis, Environmental Diagnostics

Abstract Final report

The contamination of water by faecal pollution has enormous impacts on a global scale. Estimates state that 1.1 billion people worldwide lack access to save drinking water. For over a century the microbiological water quality has been tested by cultivation of indicator bacteria. Microbial hazard- and risk assessment increasingly demand for comprehensive faecal pollution analysis including the quantification of total microbial faecal pollution and a reliable identification of its major contributing sources. However, sole application of standard faecal indicators cannot sufficiently meet these challenges. The abundant intestinal bacterial populations are very promising alternative targets. There is growing evidence that intestinal microbial communities from vertebrate hosts possess populations distinct from those of non-intestinal habitats. In addition it seems that co-evolution has led to a co- diversification of vertebrate hosts and their intestinal microbiota. However, microbial populations in intestinal and non-intestinal systems exhibit a dazzling array of diversity which could not be resolved in the past due to methodical constraints. As a consequence molecular analysis of microbial faecal pollution has been based on a fragmentary puzzle of very limited sequence information. The AIM of the proposed research programme is to establish a unifying eco-phylogenetic framework for intestinal communities from vertebrate faecal excreta and to evaluate its robustness as a future foundation for molecular bacterial faecal indicator diagnostics. The realisation of the project becomes feasible for the first time by combining state-of-the-art sequencing technologies, novel bioinformatics and a hypothesis driven study design. PHASE 1 - will establish a defined 16S-rRNA-gene ultra- deep sequencing database covering a representative sample selection from faecal excreta of endothermic (mammals and birds) and ectothermic vertebrates (fish, amphibians and reptiles) and representatively chosen non-intestinal habitats. Sampling design for intestinal communities will be guided by phylogenetic vertebrate relationships, intestinal physiology and diet. Selection of non-intestinal habitats will cover carefully chosen and well-defined soil habitats. Non-intestinal habitats will be selected to exhibit a defined gradient of faecal pollution levels covering locations with only a "pristine" background level caused by wild-life to sites with intensive agricultural fertilisation using large amounts of faecal excreta. PHASE 2 - will focus on community sequence data analysis using comparative and multivariate statistics. The hypotheses on the distinctness of intestinal vertebrate populations as well as the co-diversification of vertebrate host groups and their intestinal populations will be reviewed as a foundation of molecular detection of total faecal pollution and source allocation, respectively. Finally, the possibility will be evaluated whether the established eco-phylogenetic framework supports the design of a modular molecular bacterial faecal indication system with nested levels of specificity (i.e. markers for total faecal pollution and respective vertebrate sub-groups). In conclusion, the proposed research will provide the first scientific basis to systematically understand the occurrence of abundant intestinal bacterial populations in the environment. The eco- phylogenetic framework will be open for iterative adaptations and expansion towards the global scale supporting water quality testing for tomorrow`s generation.

Pollution of water resources through faecal input is a constant threat to global public health. The WHO estimates that over 660 million people worldwide are without access to safe drinking water, prompting the UN to make improvement of drinking water quality and sanitation one of the Sustainable Development Goals. This project set out to build a new and solid basis for the state-of-the-art detection of faecal pollution in water. Modern molecular technologies based on the detection of specific fragments of DNA (genetic markers) need a comprehensive and high-quality foundation of DNA sequence data. To that end this project collected more than 400 faecal samples from 177 different species of vertebrate animals including wild mammals, birds, reptiles, amphibians and fish. In addition wastewater was collected from 29 wastewater treatment plants from 13 countries on six continents to represent municipal wastewater as one of the most important sources of faecal pollution. It could be shown that human-associated DNA markers for faecal pollution were present in high concentrations in wastewater from all around the world. These existing markers can therefore be considered very useful tools for the global detection of human faecal pollution, irrespectively whether to be monitored in America, Europe, Asia or Australia. However animal faecal sources also play an increasingly critical role in global faecal pollution. In order to assess the performance of existing tools for molecular detection of both human and animal faecal pollution and to allow the development of future improved methods, the faecal bacterial community (microbiome) in the collected samples was investigated by a high- resolution DNA sequencing approach. In addition to sequencing data, the resulting Faecal Source sequence database (FSdb) also contained 150 categories of sample data ranging from host animal phylogeny and diet to sampling location and processing details. This deep insight into the composition of the intestinal community of the host animals allowed the testing of research questions such as the relative role of host phylogeny (Is there selective interaction of the host with its microbiome?) versus the role of diet (What can the microbiome feed on?). It was found that co-evolution of the host and its microbial guests plays a mayor role for the community composition, especially for mammals. On the other hand, diet has a strong impact on the diversity of the community with herbivores harbouring more diverse communities than carnivores. The results of this project confirm the increasing role that molecular diagnostics have in the detection and characterisation of faecal pollution. These methods have the potential to revolutionise water quality testing in the near future. Beyond the field of health-related water microbiology the identification of host-associated vs. diet- associated bacterial populations might have impacts in human and veterinary medicine (healthy gut microbiome, probiotics) and in nutrition sciences (prebiotics).

Research institution(s)
  • Technische Universität Wien - 91%
  • Bundesanstalt für Kulturtechnik und Bodenwasserhaushalt - 9%
Project participants
  • Peter Strauss, Bundesanstalt für Kulturtechnik und Bodenwasserhaushalt , associated research partner
International project participants
  • Ruth E. Ley, Max Planck Institute Tübingen - Germany
  • Rob Knight, University of Colorado Boulder - USA

Research Output

  • 1740 Citations
  • 30 Publications
Publications
  • 2019
    Title Simple lysis of bacterial cells for DNA-based diagnostics using hydrophilic ionic liquids
    DOI 10.1038/s41598-019-50246-5
    Type Journal Article
    Author Martzy R
    Journal Scientific Reports
    Pages 13994
    Link Publication
  • 2020
    Title Large-Scale Metagenome Assembly Reveals Novel Animal-Associated Microbial Genomes, Biosynthetic Gene Clusters, and Other Genetic Diversity
    DOI 10.1128/msystems.01045-20
    Type Journal Article
    Author Youngblut N
    Journal mSystems
    Link Publication
  • 2020
    Title Large scale metagenome assembly reveals novel animal-associated microbial genomes, biosynthetic gene clusters, and other genetic diversity
    DOI 10.1101/2020.06.05.135962
    Type Preprint
    Author Youngblut N
    Pages 2020.06.05.135962
    Link Publication
  • 2019
    Title Challenges and perspectives in the application of isothermal DNA amplification methods for food and water analysis
    DOI 10.1007/s00216-018-1553-1
    Type Journal Article
    Author Martzy R
    Journal Analytical and Bioanalytical Chemistry
    Pages 1695-1702
    Link Publication
  • 2019
    Title Detection of a microbial source tracking marker by isothermal helicase-dependent amplification and a nucleic acid lateral-flow strip test
    DOI 10.1038/s41598-018-36749-7
    Type Journal Article
    Author Kolm C
    Journal Scientific Reports
    Pages 393
    Link Publication
  • 2019
    Title Host diet and evolutionary history explain different aspects of gut microbiome diversity among vertebrate clades
    DOI 10.1038/s41467-019-10191-3
    Type Journal Article
    Author Youngblut N
    Journal Nature Communications
    Pages 2200
    Link Publication
  • 2018
    Title Spatiotemporal resolved sampling for the interpretation of micropollutant removal during riverbank filtration
    DOI 10.1016/j.scitotenv.2018.08.300
    Type Journal Article
    Author Van Driezum I
    Journal Science of The Total Environment
    Pages 212-223
    Link Publication
  • 2018
    Title Opening the black box of spring water microbiology from alpine karst aquifers to support proactive drinking water resource management
    DOI 10.1002/wat2.1282
    Type Journal Article
    Author Savio D
    Journal Wiley Interdisciplinary Reviews: Water
    Link Publication
  • 2018
    Title Spatiotemporal analysis of bacterial biomass and activity to understand surface and groundwater interactions in a highly dynamic riverbank filtration system
    DOI 10.1016/j.scitotenv.2018.01.226
    Type Journal Article
    Author Van Driezum I
    Journal Science of The Total Environment
    Pages 450-461
    Link Publication
  • 2021
    Title Vertebrate host phylogeny influences gut archaeal diversity
    DOI 10.1038/s41564-021-00980-2
    Type Journal Article
    Author Youngblut N
    Journal Nature Microbiology
    Pages 1443-1454
    Link Publication
  • 2018
    Title Host diet and evolutionary history explain different aspects of gut microbiome diversity among vertebrate clades
    DOI 10.1101/484006
    Type Preprint
    Author Youngblut N
    Pages 484006
    Link Publication
  • 2018
    Title Poikilothermic Animals as a Previously Unrecognized Source of Fecal Indicator Bacteria in a Backwater Ecosystem of a Large River
    DOI 10.1128/aem.00715-18
    Type Journal Article
    Author Frick C
    Journal Applied and Environmental Microbiology
    Link Publication
  • 2018
    Title Global Distribution of Human-Associated Fecal Genetic Markers in Reference Samples from Six Continents
    DOI 10.1021/acs.est.7b04438
    Type Journal Article
    Author Mayer R
    Journal Environmental Science & Technology
    Pages 5076-5084
    Link Publication
  • 2023
    Title Bacterial bioindicators enable biological status classification along the continental Danube river
    DOI 10.1038/s42003-023-05237-8
    Type Journal Article
    Author Fontaine L
    Journal Communications Biology
    Pages 862
    Link Publication
  • 2016
    Title Determination of the sources of nitrate and the microbiological sources of pollution in the Sava River Basin
    DOI 10.1016/j.scitotenv.2016.07.213
    Type Journal Article
    Author Vrzel J
    Journal Science of The Total Environment
    Pages 1460-1471
    Link Publication
  • 2016
    Title Erratum: Water Science and Technology 72 (11), 1962–1972: Potential applications of next generation DNA sequencing of 16S rRNA gene amplicons in microbial water quality monitoring, J. Vierheilig, D. Savio, R. E. Ley, R. L. Mach, A. H. Farnleitner and
    DOI 10.2166/wst.2016.074
    Type Journal Article
    Journal Water Science and Technology
    Pages 1768-1768
    Link Publication
  • 2016
    Title QMRAcatch: Human-Associated Fecal Pollution and Infection Risk Modeling for a River/Floodplain Environment
    DOI 10.2134/jeq2015.11.0560
    Type Journal Article
    Author Derx J
    Journal Journal of Environmental Quality
    Pages 1205-1214
    Link Publication
  • 2015
    Title Automated Sampling Procedures Supported by High Persistence of Bacterial Fecal Indicators and Bacteroidetes Genetic Microbial Source Tracking Markers in Municipal Wastewater during Short-Term Storage at 5°C
    DOI 10.1128/aem.00998-15
    Type Journal Article
    Author Mayer R
    Journal Applied and Environmental Microbiology
    Pages 5134-5143
    Link Publication
  • 2015
    Title Occurrence of human-associated Bacteroidetes genetic source tracking markers in raw and treated wastewater of municipal and domestic origin and comparison to standard and alternative indicators of faecal pollution
    DOI 10.1016/j.watres.2015.12.031
    Type Journal Article
    Author Mayer R
    Journal Water Research
    Pages 265-276
    Link Publication
  • 2015
    Title Potential applications of next generation DNA sequencing of 16S rRNA gene amplicons in microbial water quality monitoring
    DOI 10.2166/wst.2015.407
    Type Journal Article
    Author Vierheilig J
    Journal Water Science and Technology
    Pages 1962-1972
    Link Publication
  • 2017
    Title A Complementary Isothermal Amplification Method to the U.S. EPA Quantitative Polymerase Chain Reaction Approach for the Detection of Enterococci in Environmental Waters
    DOI 10.1021/acs.est.7b01074
    Type Journal Article
    Author Kolm C
    Journal Environmental Science & Technology
    Pages 7028-7035
    Link Publication
  • 2017
    Title A loop-mediated isothermal amplification (LAMP) assay for the rapid detection of Enterococcus spp. in water
    DOI 10.1016/j.watres.2017.05.023
    Type Journal Article
    Author Martzy R
    Journal Water Research
    Pages 62-69
    Link Publication
  • 2014
    Title GAL3 receptor KO mice exhibit an anxiety-like phenotype
    DOI 10.1073/pnas.1318066111
    Type Journal Article
    Author Brunner S
    Journal Proceedings of the National Academy of Sciences
    Pages 7138-7143
    Link Publication
  • 2017
    Title Multiparametric monitoring of microbial faecal pollution reveals the dominance of human contamination along the whole Danube River
    DOI 10.1016/j.watres.2017.07.052
    Type Journal Article
    Author Kirschner A
    Journal Water Research
    Pages 543-555
    Link Publication
  • 2017
    Title Integrated Strategy to Guide Health-Related Microbial Quality Management at Alpine Karstic Drinking Water Resources
    DOI 10.1007/978-3-319-51070-5_20
    Type Book Chapter
    Author Farnleitner A
    Publisher Springer Nature
    Pages 185-192
  • 2017
    Title Does Pumping Volume Affect the Concentration of Micropollutants in Groundwater Samples?
    DOI 10.1111/gwmr.12239
    Type Journal Article
    Author Van Driezum I
    Journal Groundwater Monitoring & Remediation
    Pages 82-88
  • 2017
    Title Automated near-real-time monitoring of enzymatic activities in water resources
    DOI 10.1201/9781315153568-2
    Type Book Chapter
    Author Stadler P
    Publisher Taylor & Francis
    Pages 23-41
  • 2015
    Title Bacterial diversity along a 2600 km river continuum
    DOI 10.1111/1462-2920.12886
    Type Journal Article
    Author Savio D
    Journal Environmental Microbiology
    Pages 4994-5007
    Link Publication
  • 2020
    Title Strong influence of vertebrate host phylogeny on gut archaeal diversity
    DOI 10.1101/2020.11.10.376293
    Type Preprint
    Author Youngblut N
    Pages 2020.11.10.376293
    Link Publication
  • 2013
    Title Clostridium perfringens Is Not Suitable for the Indication of Fecal Pollution from Ruminant Wildlife but Is Associated with Excreta from Nonherbivorous Animals and Human Sewage
    DOI 10.1128/aem.01396-13
    Type Journal Article
    Author Vierheilig J
    Journal Applied and Environmental Microbiology
    Pages 5089-5092
    Link Publication

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