skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Community transcriptomics reveals unexpected high microbial diversity in acidophilic biofilm communities

Journal Article · · The ISME Journal
 [1];  [2];  [1];  [1]
  1. Univ. of California, Berkeley, CA (United States)
  2. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)

A fundamental question in microbial ecology relates to community structure, and how this varies across environment types. It is widely believed that some environments, such as those at very low pH, host simple communities based on the low number of taxa, possibly due to the extreme environmental conditions. However, most analyses of species richness have relied on methods that provide relatively low ribosomal RNA (rRNA) sampling depth. Here we used community transcriptomics to analyze the microbial diversity of natural acid mine drainage biofilms from the Richmond Mine at Iron Mountain, California. Our analyses target deep pools of rRNA gene transcripts recovered from both natural and laboratory-grown biofilms across varying developmental stages. In all, 91.8% of the ~ 254 million Illumina reads mapped to rRNA genes represented in the SILVA database. Up to 159 different taxa, including Bacteria, Archaea and Eukaryotes, were identified. Diversity measures, ordination and hierarchical clustering separate environmental from laboratory-grown biofilms. In part, this is due to the much larger number of rare members in the environmental biofilms. Although Leptospirillum bacteria generally dominate biofilms, we detect a wide variety of other Nitrospira organisms present at very low abundance. Bacteria from the Chloroflexi phylum were also detected. The results indicate that the primary characteristic that has enabled prior extensive cultivation-independent 'omic' analyses is not simplicity but rather the high dominance by a few taxa. Here, we conclude that a much larger variety of organisms than previously thought have adapted to this extreme environment, although only few are selected for at any one time.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES)
Grant/Contract Number:
AC02-05CH11231; FG02-10ER64996
OSTI ID:
1579710
Journal Information:
The ISME Journal, Vol. 9, Issue 4; ISSN 1751-7362
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 48 works
Citation information provided by
Web of Science

References (50)

UCHIME improves sensitivity and speed of chimera detection journal June 2011
AMD biofilms: using model communities to study microbial evolution and ecological complexity in nature journal February 2010
Comparative microbial ecology study of the sediments and the water column of the Río Tinto, an extreme acidic environment journal March 2012
Utilizing novel diversity estimators to quantify multiple dimensions of microbial biodiversity across domains journal January 2013
Sequencing the human microbiome in health and disease journal August 2013
Active community profiling via capillary electrophoresis single-strand conformation polymorphism analysis of amplified 16S rRNA and 16S rRNA genes journal December 2010
New Algorithms and Methods to Estimate Maximum-Likelihood Phylogenies: Assessing the Performance of PhyML 3.0 journal March 2010
Transcriptome analysis by strand-specific sequencing of complementary DNA journal July 2009
Molecular mechanisms of compartmentalization and biomineralization in magnetotactic bacteria journal January 2012
Metals, minerals and microbes: geomicrobiology and bioremediation journal December 2009
Ferroplasma and relatives, recently discovered cell wall-lacking archaea making a living in extremely acid, heavy metal-rich environments journal September 2005
Ecology, Diversity, and Evolution of Magnetotactic Bacteria journal September 2013
Measuring diversity: the importance of species similarity journal March 2012
Aligning Short Sequencing Reads with Bowtie journal December 2010
Ecological distribution and population physiology defined by proteomics in a natural microbial community journal January 2010
Eukaryotic life in biofilms formed in a uranium mine: Eukaryotic Life in a Uranium Mine journal March 2012
Naive Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy journal June 2007
EMIRGE: reconstruction of full-length ribosomal genes from microbial community short read sequencing data journal May 2011
Interactive Tree Of Life (iTOL): an online tool for phylogenetic tree display and annotation journal October 2006
DECIPHER, a Search-Based Approach to Chimera Identification for 16S rRNA Sequences journal November 2011
Acid mine drainage biogeochemistry at Iron Mountain, California journal June 2004
Ribosomal Database Project: data and tools for high throughput rRNA analysis journal November 2013
The Protist Ribosomal Reference database (PR2): a catalog of unicellular eukaryote Small Sub-Unit rRNA sequences with curated taxonomy journal November 2012
Improving RNA-Seq expression estimates by correcting for fragment bias journal January 2011
Search and clustering orders of magnitude faster than BLAST journal August 2010
Exploring Microbial Diversity and Taxonomy Using SSU rRNA Hypervariable Tag Sequencing journal November 2008
Cultivation and quantitative proteomic analyses of acidophilic microbial communities journal December 2009
SINA: Accurate high-throughput multiple sequence alignment of ribosomal RNA genes journal May 2012
The SILVA ribosomal RNA gene database project: improved data processing and web-based tools journal November 2012
Natural acidophilic biofilm communities reflect distinct organismal and functional organization journal October 2008
Microbial community structure across the tree of life in the extreme Río Tinto journal July 2010
Three-dimensional analysis of the structure and ecology of a novel, ultra-small archaeon journal October 2008
RNA:protein ratio of the unicellular organism as a characteristic of phosphorous and nitrogen stoichiometry and of the cellular requirement of ribosomes for protein synthesis journal September 2006
Emerging patterns in the comparative analysis of phylogenetic community structure journal February 2009
Proteogenomic basis for ecological divergence of closely related bacteria in natural acidophilic microbial communities journal February 2010
Algal diversity in flowing waters at an acidic mine drainage “barrens” in central Pennsylvania, USA journal October 2011
Microbial phylogeny and diversity: Small subunit ribosomal RNA sequence analysis and beyond journal February 2011
Proteome changes in the initial bacterial colonist during ecological succession in an acid mine drainage biofilm community: In situ proteome changes during ecological succession journal April 2011
Fast UniFrac: facilitating high-throughput phylogenetic analyses of microbial communities including analysis of pyrosequencing and PhyloChip data journal August 2009
Geomicrobiology of extremely acidic subsurface environments journal January 2012
The microbiology of biomining: development and optimization of mineral-oxidizing microbial consortia journal February 2007
The tragedy of the uncommon: understanding limitations in the analysis of microbial diversity journal May 2008
FastTree: Computing Large Minimum Evolution Trees with Profiles instead of a Distance Matrix journal April 2009
Next-generation transcriptome assembly journal September 2011
The regulation of ribosomal RNA synthesis and bacterial cell growth journal January 1994
Picante: R tools for integrating phylogenies and ecology journal April 2010
Enigmatic, ultrasmall, uncultivated Archaea journal April 2010
Biological stoichiometry from genes to ecosystems journal November 2000
Control of rRNA transcription in Escherichia coli. journal January 1995
Structure and synthesis of the ribosomal ribonucleic acid of prokaryotes. journal January 1973

Cited By (18)

Microbial Biofilms book December 2019
A decade of metaproteomics: Where we stand and what the future holds: PROTEOMICS journal September 2015
Fungi in Biofilms of Highly Acidic Soils book July 2019
Metatranscriptome analysis of active microbial communities in produced water samples from the Marcellus Shale journal July 2016
Spatial Distribution of Eukaryotic Communities Using High-Throughput Sequencing Along a Pollution Gradient in the Arsenic-Rich Creek Sediments of Carnoulès Mine, France journal August 2016
Characterization of acylated homoserine lactone derivatives and their influence on biofilms of Acidithiobacillus ferrooxidans BY-3 under arsenic stress journal January 2020
The past, present and future of microbiome analyses journal September 2016
Diversity of Prokaryotic Communities Indigenous to Acid Mine Drainage and Related Rocks from Baiyin Open-Pit Copper Mine Stope, China journal March 2018
Exploring bacterial pathogen community dynamics in freshwater beach sediments: A tale of two lakes journal November 2019
Schrödinger’s microbes: Tools for distinguishing the living from the dead in microbial ecosystems journal August 2017
Microbial diversity and metabolic networks in acid mine drainage habitats journal May 2015
Comparative Genomics Unravels the Functional Roles of Co-occurring Acidophilic Bacteria in Bioleaching Heaps journal May 2017
Low-Abundance Members of the Firmicutes Facilitate Bioremediation of Soil Impacted by Highly Acidic Mine Drainage From the Malanjkhand Copper Project, India journal December 2018
Microbial Diversity and Community Assembly across Environmental Gradients in Acid Mine Drainage journal June 2017
Environmental (Saprozoic) Pathogens of Engineered Water Systems: Understanding Their Ecology for Risk Assessment and Management journal June 2015
Diversity of Prokaryotic Communities Indigenous to Acid Mine Drainage and Related Rocks from Baiyin Open-Pit Copper Mine Stope, China text January 2018
Microbial Biofilms book June 2004
Microbial Biofilms book November 2020