df829b9f-c4c5-4e53-9217-c9c1e5bd078d English ISO/IEC 8859-1 (also known as Latin 1) dataset dataset NERC EDS Environmental Information Data Centre Lancaster Environment Centre, Library Avenue, Bailrigg Lancaster LA1 4AP UK info@eidc.ac.uk https://eidc.ac.uk/ EIDC website The Environmental Information Data Centre (EIDC) is the UK's national data centre for terrestrial and freshwater sciences. information pointOfContact 2025-11-13T16:17:17 UK GEMINI 2.3 WGS 84 Molecular analysis of freshwater bacterial biofilm communities under experimentally manipulated dissolved organic carbon regimes at Llyn Brianne (2014) 2017-07-19 publication 2014-09-20 creation https://catalogue.ceh.ac.uk/id/df829b9f-c4c5-4e53-9217-c9c1e5bd078d 10.5285/df829b9f-c4c5-4e53-9217-c9c1e5bd078d doi: Russo, I.M., Feeley, H.B., Pye, M.C., Razi, N., Sworn, K., Chrimes, L., Edwards, D., Nicholls, M., Johnston , S., James, C., Williams, A., Durance, I., Weightman, A.J. (2017). Molecular analysis of freshwater bacterial biofilm communities under experimentally manipulated dissolved organic carbon regimes at Llyn Brianne (2014). NERC Environmental Information Data Centre 10.5285/df829b9f-c4c5-4e53-9217-c9c1e5bd078d These data consist of raw 16S rRNA gene sequences for the bacterial communities in three upland Welsh river sites under different treatments. A mapping file with metadata for each sample is provided and a operational taxonomic unit (OTU) table. These sites were situated in three streams from the Llyn Brianne Stream Observatory, Powys, Wales, UK (52°08' N, 3°45' W). The catchments cover approximately 300 square kilometres of upland Wales in the upper Afon Tywi. These first to third order experimental streams rise in either rough, sheep-grazed moorland (named as L6 and L7) or plantations of Sitka spruce Picea sitchensis with lodgepole pine Pinus contorta (named as L3). Some reductions of forest cover have occurred in L3 with normal logging operations. A 24-hour experiment was conducted at the Diversity in Upland Rivers for Ecosystem Service Sustainability (DURESS) cascading flumes at these streams during September 2014. Each flume consisted of 3 channels, each assigned a different treatment: control, sugar addition and peat addition. Sugar (sucrose) and peat were added to channels to represent a simple and complex form of dissolved organic carbon (DOC) respectively. Five biofilm samples were collected from random locations in each experimental channel. Samples were taken at 0.5, 3, 15 and 24 hours after the start of the experiment. Epilithon were taken from unglazed ceramic tiles that had been colonised by epilithon in the river. After amplification, the 16S rRNA fragments were sequenced on the Illumina MiSeq next generation sequencing platform. The main goal of this survey was to characterise bacterial diversity, the chemical and biological consequences of elevated DOC inputs, and to investigate the role of bacterial organisms in controlling organic carbon flux. Prof Andy Weightman and Dr Isabelle Durance were responsible for organising the experiments. Sampling was carried out by Dr. Isa-Rita Russo and a team of Post Doctoral Research Assistants (PDRA's)/students. The work was carried out under the Diversity in Upland Rivers for Ecosystem Service Sustainability (DURESS) project (Grant reference NERC NE/J014818/1). DURESS was a project funded by the Natural Environment Research Council (NERC) Biodiversity and Ecosystem Service Sustainability (BESS) programme. Full details about this dataset can be found at https://doi.org/10.5285/df829b9f-c4c5-4e53-9217-c9c1e5bd078d Russo, I.M. Cardiff University russoim@cardiff.ac.uk pointOfContact Russo, I.M. Cardiff University russoim@cardiff.ac.uk https://orcid.org/0000-0001-9504-3633 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Feeley, H.B. Cardiff University hughfeeley@gmail.com https://orcid.org/0000-0003-0386-0586 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Pye, M.C. Cardiff University m.pye@bangor.ac.uk author Razi, N. Cardiff University biosischooloffice@cardiff.ac.uk author Sworn, K. Cardiff University biosischooloffice@cardiff.ac.uk author Chrimes, L. Cardiff University biosischooloffice@cardiff.ac.uk author Edwards, D. Cardiff University biosischooloffice@cardiff.ac.uk author Nicholls, M. Cardiff University biosischooloffice@cardiff.ac.uk author Johnston , S. Cardiff University johnstonsr@cardiff.ac.uk https://orcid.org/0000-0002-3806-3416 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author James, C. Cardiff University biosischooloffice@cardiff.ac.uk author Williams, A. Cardiff University biosischooloffice@cardiff.ac.uk author Durance, I. Cardiff University durance@cardiff.ac.uk https://orcid.org/0000-0002-4138-3349 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Weightman, A.J. Cardiff University weightman@cardiff.ac.uk author NERC EDS Environmental Information Data Centre info@eidc.ac.uk custodian NERC Environmental Information Data Centre info@eidc.ac.uk publisher Cardiff University EMAIL NOT PROVIDED owner notPlanned Habitats and Biotopes Environmental Monitoring Facilities theme GEMET - INSPIRE themes, version 1.0 2008-06-01 publication lake peat ecosystem resilience dissolved organic carbon biological diversity GEMET - Concepts, version 4.1.3 2019-01-28 creation Wales GeoNames 2006-01-01 creation Flumes Llyn Brianne Diversity in Upland Rivers for Ecosystem Service Sustainability (DURESS) Sugar Control freshwater bacterial biofilm communities otherRestrictions Registration is required to access this data otherRestrictions This resource is made available under the terms of the Open Government Licence otherRestrictions © Cardiff University otherRestrictions If you reuse this data, you should cite: Russo, I.M., Feeley, H.B., Pye, M.C., Razi, N., Sworn, K., Chrimes, L., Edwards, D., Nicholls, M., Johnston , S., James, C., Williams, A., Durance, I., Weightman, A.J. (2017). Molecular analysis of freshwater bacterial biofilm communities under experimentally manipulated dissolved organic carbon regimes at Llyn Brianne (2014). NERC Environmental Information Data Centre https://doi.org/10.5285/df829b9f-c4c5-4e53-9217-c9c1e5bd078d textTable English utf8 biota environment 2014-09-01 2014-09-30 -3.779 -3.714 52.115 52.161 FASTQ files Comma-separated values (CSV) NERC EDS Environmental Information Data Centre info@eidc.ac.uk distributor https://data-package.ceh.ac.uk/sd/df829b9f-c4c5-4e53-9217-c9c1e5bd078d.zip Supporting information Supporting information available to assist in re-use of this dataset information https://catalogue.ceh.ac.uk/datastore/eidchub/df829b9f-c4c5-4e53-9217-c9c1e5bd078d Download the data Download a copy of this data fileAccess dataset dataset Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services 2010-12-08 Dissolved organic carbon (DOC) additions were made to replicate recirculating flumes at three upland streams in mid-Wales. Water and biofilm samples were taken at regular intervals over the following 24-hour period to monitor the effects of carbon addition. Temperature and water oxygen content were also monitored over the course of the experiment. The water samples were analysed for total carbon, inorganic carbon and organic carbon content. Epilithon were taken from unglazed ceramic tiles that had been colonised by epilithon in the river using the tooth-brush method. Samples were frozen immediately after collection. On return to the laboratory, samples were stored at -70 degrees Celsius prior to DNA extractions. Total genomic DNA was extracted from epilithon using the FastDNA (registered trademark) SPIN Kit for soil, incorporating a bead beating step. An extraction kit negative control was included in the sequencing run. To test for the presence of DNA, amplifications were carried out in a total volume of 50 microlitre containing 10 microlitre of Polymerase chain reaction P(CR) Mix (Buffer), 0.2 micromolar of each of the forward and reverse primers, 1.5 Uracil (U) of Taq DNA polymerase and 1 microlitre of DNA (approximately 50 nanogram/microliter). Primers 357F (Turner et al. 1999) and 518R (Muyzer et al. 1993) were used for amplification. In addition (these amplifications were carried out by a commercial company - GeneTiCA), the bacterial 16S region was amplified with primers S-D-Bact-0341-b-S-17: CCTACGGGNGGCWGCAG, S-D-Bact-0785-a-A-21: GACTACHVGGGTATCTAATCC (Klindworth et al. 2013). Triplicate Polymerase chain reactions (PCRs) for each sample were cleaned with the AMPure bead method, pooled and sequenced on an Illumina MiSeq v3 (2 x 300 base pairs) (Illumina, Inc., San Diego, USA) with Nextera XT assay chemistry. Polymerase chain reaction (PCR) and sequencing were done by GeneTiCA (Prague, Czech Republic). Samples were double-barcoded to allow 192 samples to be run together; the sequencing run was shared with samples from another experiment. Sequences were quality filtered and grouped into operational taxonomic units (OTUs) using USEARCH and QIIME. Taxonomy was assigned from the Greengenes database. Each row in the OTU table corresponds to an OTU. Column 1 contains the OTU identifiers, columns 2-98 are headed as per the sample IDs in the mapping file; columns 99-105 contain the taxonomic information.