1
|
Mulay SA, Hahn CR, Klingeman DM, Elshahed MS, Youssef NH, Podar M. Metagenomic sequencing of a Patescibacteria-containing enrichment from Zodletone spring in Oklahoma, USA. Microbiol Resour Announc 2024; 13:e0011424. [PMID: 38497626 PMCID: PMC11008151 DOI: 10.1128/mra.00114-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 03/06/2024] [Indexed: 03/19/2024] Open
Abstract
An enrichment of sulfidic sediments from Zodletone spring was sequenced as a metagenome. Draft genomes representing Cloacimonadota, Deltabacterota, Firmicutes, and Patescibacteria were binned and annotated and will aid functional genomics and cultivation efforts.
Collapse
Affiliation(s)
- Sayali A. Mulay
- Department of Microbiology, University of Tennessee Knoxville, Knoxville, Tennessee, USA
| | - C. Ryan Hahn
- Department of Microbiology and Molecular Genetics, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Dawn M. Klingeman
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Mostafa S. Elshahed
- Department of Microbiology and Molecular Genetics, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Noha H. Youssef
- Department of Microbiology and Molecular Genetics, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Mircea Podar
- Department of Microbiology, University of Tennessee Knoxville, Knoxville, Tennessee, USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| |
Collapse
|
2
|
Podar NA, Carrell AA, Cassidy KA, Klingeman DM, Yang Z, Stahler EA, Smith DW, Stahler DR, Podar M. From wolves to humans: oral microbiome resistance to transfer across mammalian hosts. mBio 2024; 15:e0334223. [PMID: 38299854 PMCID: PMC10936156 DOI: 10.1128/mbio.03342-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 12/21/2023] [Indexed: 02/02/2024] Open
Abstract
The mammalian mouth is colonized by complex microbial communities, adapted to specific niches, and in homeostasis with the host. Individual microbes interact metabolically and rely primarily on nutrients provided by the host, with which they have potentially co-evolved along the mammalian lineages. The oral environment is similar across mammals, but the diversity, specificity, and evolution of community structure in related or interacting mammals are little understood. Here, we compared the oral microbiomes of dogs with those of wild wolves and humans. In dogs, we found an increased microbial diversity relative to wolves, possibly related to the transition to omnivorous nutrition following domestication. This includes a larger diversity of Patescibacteria than previously reported in any other oral microbiota. The oral microbes are most distinct at bacterial species or strain levels, with few if any shared between humans and canids, while the close evolutionary relationship between wolves and dogs is reflected by numerous shared taxa. More taxa are shared at higher taxonomic levels including with humans, supporting their more ancestral common mammalian colonization followed by diversification. Phylogenies of selected oral bacterial lineages do not support stable human-dog microbial transfers but suggest diversification along mammalian lineages (apes and canids). Therefore, despite millennia of cohabitation and close interaction, the host and its native community controls and limits the assimilation of new microbes, even if closely related. Higher resolution metagenomic and microbial physiological studies, covering a larger mammalian diversity, should help understand how oral communities assemble, adapt, and interact with their hosts.IMPORTANCENumerous types of microbes colonize the mouth after birth and play important roles in maintaining oral health. When the microbiota-host homeostasis is perturbed, proliferation of some bacteria leads to diseases such as caries and periodontitis. Unlike the gut microbiome, the diversity of oral microbes across the mammalian evolutionary space is not understood. Our study compared the oral microbiomes of wild wolves, dogs, and apes (humans, chimpanzees, and bonobos), with the aim of identifying if microbes have been potentially exchanged between humans and dogs as a result of domestication and cohabitation. We found little if any evidence for such exchanges. The significance of our research is in finding that the oral microbiota and/or the host limit the acquisition of exogenous microbes, which is important in the context of natural exclusion of potential novel pathogens. We provide a framework for expanded higher-resolution studies across domestic and wild animals to understand resistance/resilience.
Collapse
Affiliation(s)
- Nicholas A. Podar
- School of Engineering, Vanderbilt University, Nashville, Tennessee, USA
| | - Alyssa A. Carrell
- Biosciences Department, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Kira A. Cassidy
- Yellowstone Center for Resources, National Park Service, Yellowstone National Park, Wyoming, USA
| | - Dawn M. Klingeman
- Biosciences Department, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Zamin Yang
- Biosciences Department, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Erin A. Stahler
- Yellowstone Center for Resources, National Park Service, Yellowstone National Park, Wyoming, USA
| | - Douglas W. Smith
- Yellowstone Center for Resources, National Park Service, Yellowstone National Park, Wyoming, USA
| | - Daniel R. Stahler
- Yellowstone Center for Resources, National Park Service, Yellowstone National Park, Wyoming, USA
| | - Mircea Podar
- Biosciences Department, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| |
Collapse
|
3
|
Moldovan OT, Carrell AA, Bulzu PA, Levei E, Bucur R, Sitar C, Faur L, Mirea IC, Șenilă M, Cadar O, Podar M. The gut microbiome mediates adaptation to scarce food in Coleoptera. Environ Microbiome 2023; 18:80. [PMID: 37957741 PMCID: PMC10644639 DOI: 10.1186/s40793-023-00537-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 11/06/2023] [Indexed: 11/15/2023]
Abstract
Beetles are ubiquitous cave invertebrates worldwide that adapted to scarce subterranean resources when they colonized caves. Here, we investigated the potential role of gut microbiota in the adaptation of beetles to caves from different climatic regions of the Carpathians. The beetles' microbiota was host-specific, reflecting phylogenetic and nutritional adaptation. The microbial community structure further resolved conspecific beetles by caves suggesting microbiota-host coevolution and influences by local environmental factors. The detritivore species hosted a variety of bacteria known to decompose and ferment organic matter, suggesting turnover and host cooperative digestion of the sedimentary microbiota and allochthonous-derived nutrients. The cave Carabidae, with strong mandibula, adapted to predation and scavenging of animal and plant remains, had distinct microbiota dominated by symbiotic lineages Spiroplasma or Wolbachia. All beetles had relatively high levels of fermentative Carnobacterium and Vagococcus involved in lipid accumulation and a reduction of metabolic activity, and both features characterize adaptation to caves.
Collapse
Affiliation(s)
- Oana Teodora Moldovan
- Cluj-Napoca Department, Emil Racovita Institute of Speleology, Clinicilor 5, Cluj- Napoca, 400006, Romania.
- Romanian Institute of Science and Technology, V. Fulicea 3, Cluj-Napoca, 400022, Romania.
- Centro Nacional de Investigación sobre la Evolución Humana, CENIEH, Paseo Sierra de Atapuerca 3, Burgos, 09002, Spain.
| | - Alyssa A Carrell
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Paul-Adrian Bulzu
- Department of Aquatic Microbial Ecology, Institute of Hydrobiology, Biology Centre of the Academy of Sciences of the Czech Republic, České Budějovice, 370 05, Czech Republic
| | - Erika Levei
- Research Institute for Analytical Instrumentation subsidiary, National Institute of Research and Development for Optoelectronics INOE 2000, Donath 67, Cluj-Napoca, 400293, Romania
| | - Ruxandra Bucur
- Cluj-Napoca Department, Emil Racovita Institute of Speleology, Clinicilor 5, Cluj- Napoca, 400006, Romania
| | - Cristian Sitar
- Cluj-Napoca Department, Emil Racovita Institute of Speleology, Clinicilor 5, Cluj- Napoca, 400006, Romania
- Romanian Institute of Science and Technology, V. Fulicea 3, Cluj-Napoca, 400022, Romania
- Zoological Museum, Babeș Bolyai University, Clinicilor 5, Cluj-Napoca, 400006, Romania
| | - Luchiana Faur
- Romanian Institute of Science and Technology, V. Fulicea 3, Cluj-Napoca, 400022, Romania
- Department of Geospeleology and Paleontology, Emil Racovita Institute of Speleology, 13 Septembrie 13, Bucharest, 050711, Romania
| | - Ionuț Cornel Mirea
- Romanian Institute of Science and Technology, V. Fulicea 3, Cluj-Napoca, 400022, Romania
- Department of Geospeleology and Paleontology, Emil Racovita Institute of Speleology, 13 Septembrie 13, Bucharest, 050711, Romania
| | - Marin Șenilă
- Research Institute for Analytical Instrumentation subsidiary, National Institute of Research and Development for Optoelectronics INOE 2000, Donath 67, Cluj-Napoca, 400293, Romania
| | - Oana Cadar
- Research Institute for Analytical Instrumentation subsidiary, National Institute of Research and Development for Optoelectronics INOE 2000, Donath 67, Cluj-Napoca, 400293, Romania
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| |
Collapse
|
4
|
Bahnassy S, Stires H, Jin L, Tam S, Mobin D, Balachandran M, Podar M, McCoy MD, Beckman RA, Riggins RB. Unraveling Vulnerabilities in Endocrine Therapy-Resistant HER2+/ER+ Breast Cancer. Endocrinology 2023; 164:bqad159. [PMID: 37897495 PMCID: PMC10651073 DOI: 10.1210/endocr/bqad159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 10/01/2023] [Accepted: 10/26/2023] [Indexed: 10/30/2023]
Abstract
Breast tumors overexpressing human epidermal growth factor receptor (HER2) confer intrinsic resistance to endocrine therapy (ET), and patients with HER2/estrogen receptor-positive (HER2+/ER+) breast cancer (BCa) are less responsive to ET than HER2-/ER+. However, real-world evidence reveals that a large subset of patients with HER2+/ER+ receive ET as monotherapy, positioning this treatment pattern as a clinical challenge. In the present study, we developed and characterized 2 in vitro models of ET-resistant (ETR) HER2+/ER+ BCa to identify possible therapeutic vulnerabilities. To mimic ETR to aromatase inhibitors (AIs), we developed 2 long-term estrogen deprivation (LTED) cell lines from BT-474 (BT474) and MDA-MB-361 (MM361). Growth assays, PAM50 subtyping, and genomic and transcriptomic analyses, followed by validation and functional studies, were used to identify targetable differences between ET-responsive parental and ETR-LTED HER2+/ER+ cells. Compared to their parental cells, MM361 LTEDs grew faster, lost ER, and increased HER2 expression, whereas BT474 LTEDs grew slower and maintained ER and HER2 expression. Both LTED variants had reduced responsiveness to fulvestrant. Whole-genome sequencing of aggressive MM361 LTEDs identified mutations in genes encoding transcription factors and chromatin modifiers. Single-cell RNA sequencing demonstrated a shift towards non-luminal phenotypes, and revealed metabolic remodeling of MM361 LTEDs, with upregulated lipid metabolism and ferroptosis-associated antioxidant genes, including GPX4. Combining a GPX4 inhibitor with anti-HER2 agents induced significant cell death in both MM361 and BT474 LTEDs. The BT474 and MM361 AI-resistant models capture distinct phenotypes of HER2+/ER+ BCa and identify altered lipid metabolism and ferroptosis remodeling as vulnerabilities of this type of ETR BCa.
Collapse
Affiliation(s)
- Shaymaa Bahnassy
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| | | | - Lu Jin
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Stanley Tam
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Dua Mobin
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Manasi Balachandran
- Department of Medicine, University of Tennessee Medical Center, Knoxville, TN 37920, USA
| | - Mircea Podar
- Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA
| | - Matthew D McCoy
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Robert A Beckman
- Department of Oncology and of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University Medical Center, Washington, DC 20007, USA
- Lombardi Comprehensive Cancer Center and Innovation Center for Biomedical Informatics, Georgetown University Medical Center, Washington, DC 20007, USA
| | - Rebecca B Riggins
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA
| |
Collapse
|
5
|
Colman DR, Veach A, Stefánsson A, Wurch L, Belisle BS, Podar PT, Yang Z, Klingeman D, Senba K, Murakami KS, Kristjánsson JK, Björnsdóttir SH, Boyd ES, Podar M. Tectonic and geological setting influence hot spring microbiology. Environ Microbiol 2023; 25:2481-2497. [PMID: 37553090 DOI: 10.1111/1462-2920.16472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 07/12/2023] [Indexed: 08/10/2023]
Abstract
Hydrothermal systems form at divergent and convergent boundaries of lithospheric plates and within plates due to weakened crust and mantle plumes, playing host to diverse microbial ecosystems. Little is known of how differences in tectonic setting influence the geochemical and microbial compositions of these hydrothermal ecosystems. Here, coordinated geochemical and microbial community analyses were conducted on 87 high-temperature (>65°C) water and sediment samples from hot springs in Yellowstone National Park, Wyoming, USA (n = 41; mantle plume setting), Iceland (n = 41, divergent boundary), and Japan (n = 5; convergent boundary). Region-specific variation in geochemistry and sediment-associated 16S rRNA gene amplicon sequence variant (ASV) composition was observed, with 16S rRNA gene assemblages being nearly completely distinguished by region and pH being the most explanatory parameter within regions. Several low abundance ASVs exhibited cosmopolitan distributions across regions, while most high-abundance ASVs were only identified in specific regions. The presence of some cosmopolitan ASVs across regions argues against dispersal limitation primarily shaping the distribution of taxa among regions. Rather, the results point to local tectonic and geologic characteristics shaping the geochemistry of continental hydrothermal systems that then select for distinct microbial assemblages. These results provide new insights into the co-evolution of hydrothermal systems and their microbial communities.
Collapse
Affiliation(s)
- Daniel R Colman
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, Montana, USA
| | - Allison Veach
- Department of Integrative Biology, University of Texas at San Antonio, San Antonio, Texas, USA
| | - Andri Stefánsson
- Institute of Earth Sciences, University of Iceland, Reykjavik, Iceland
| | - Louie Wurch
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- Department of Biology, James Madison University, Harrisonburg, Virginia, USA
| | - B Shafer Belisle
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Peter T Podar
- School of Engineering, Vanderbilt University, Nashville, Tennessee, USA
| | - Zamin Yang
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Dawn Klingeman
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Kazuyo Senba
- Department of Microbiology, Beppu University, Beppu, Oita, Japan
| | - Katsuhiko S Murakami
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, State College, Pennsylvania, USA
| | | | | | - Eric S Boyd
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, Montana, USA
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| |
Collapse
|
6
|
Bahnassy S, Stires H, Jin L, Tam S, Mobin D, Balachandran M, Podar M, McCoy MD, Beckman RA, Riggins RB. Unraveling Vulnerabilities in Endocrine Therapy-Resistant HER2+/ER+ Breast Cancer. bioRxiv 2023:2023.08.21.554116. [PMID: 37662291 PMCID: PMC10473676 DOI: 10.1101/2023.08.21.554116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Background Breast tumors overexpressing human epidermal growth factor receptor (HER2) confer intrinsic resistance to endocrine therapy (ET), and patients with HER2/ estrogen receptor-positive (HER2+/HR+) breast cancer (BCa) are less responsive to ET than HER2-/ER+. However, real-world evidence reveals that a large subset of HER2+/ER+ patients receive ET as monotherapy, positioning this treatment pattern as a clinical challenge. In the present study, we developed and characterized two distinct in vitro models of ET-resistant (ETR) HER2+/ER+ BCa to identify possible therapeutic vulnerabilities. Methods To mimic ETR to aromatase inhibitors (AI), we developed two long-term estrogen-deprived (LTED) cell lines from BT-474 (BT474) and MDA-MB-361 (MM361). Growth assays, PAM50 molecular subtyping, genomic and transcriptomic analyses, followed by validation and functional studies, were used to identify targetable differences between ET-responsive parental and ETR-LTED HER2+/ER+ cells. Results Compared to their parental cells, MM361 LTEDs grew faster, lost ER, and increased HER2 expression, whereas BT474 LTEDs grew slower and maintained ER and HER2 expression. Both LTED variants had reduced responsiveness to fulvestrant. Whole-genome sequencing of the more aggressive MM361 LTED model system identified exonic mutations in genes encoding transcription factors and chromatin modifiers. Single-cell RNA sequencing demonstrated a shift towards non-luminal phenotypes, and revealed metabolic remodeling of MM361 LTEDs, with upregulated lipid metabolism and antioxidant genes associated with ferroptosis, including GPX4. Combining the GPX4 inhibitor RSL3 with anti-HER2 agents induced significant cell death in both the MM361 and BT474 LTEDs. Conclusions The BT474 and MM361 AI-resistant models capture distinct phenotypes of HER2+/ER+ BCa and identify altered lipid metabolism and ferroptosis remodeling as vulnerabilities of this type of ETR BCa.
Collapse
Affiliation(s)
- Shaymaa Bahnassy
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | | | - Lu Jin
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | - Stanley Tam
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | - Dua Mobin
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | - Manasi Balachandran
- Department of Medicine, University of Tennessee Medical Center, Knoxville, TN
| | | | - Matthew D. McCoy
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | - Robert A. Beckman
- Departments of Oncology and of Biostatistics, Bioinformatics, and Biomathematics, Lombardi Comprehensive Cancer Center and Innovation Center for Biomedical Informatics, Georgetown University Medical Center, Washington, DC
| | - Rebecca B. Riggins
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| |
Collapse
|
7
|
Moldovan OT, Carrell AA, Bulzu PA, Levei E, Bucur R, Sitar C, Faur L, Mirea IC, Enilă M, Cadar O, Podar M. The gut microbiome mediates adaptation to scarce food in Coleoptera. bioRxiv 2023:2023.05.12.540564. [PMID: 37214959 PMCID: PMC10197664 DOI: 10.1101/2023.05.12.540564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Beetles are ubiquitous cave invertebrates worldwide that adapted to scarce subterranean resources when they colonized caves. Here, we investigated the potential role of gut microbiota in the adaptation of beetles to caves from different climatic regions of the Carpathians. The beetles' microbiota was host-specific, reflecting phylogenetic and nutritional adaptation. The microbial community structure further resolved conspecific beetles by caves suggesting microbiota-host coevolution and influences by local environmental factors. The detritivore species hosted a variety of bacteria known to decompose and ferment organic matter, suggesting turnover and host cooperative digestion of the sedimentary microbiota and allochthonous-derived nutrients. The cave Carabidae, with strong mandibulae adapted to predation and scavenging of animal and plant remains, had distinct microbiota dominated by symbiotic lineages Spiroplasma or Wolbachia . All beetles had relatively high levels of fermentative Carnobacterium and Vagococcus involved in lipid accumulation and a reduction of metabolic activity, and both features characterize adaptation to caves.
Collapse
|
8
|
Mulay SA, Alexander WG, Hahn CR, Klingeman DM, Elshahed MS, Youssef NH, Podar M. Complete Genome Sequence of Desulfomicrobium sp. Strain ZS1 from Zodletone Spring in Oklahoma, USA. Microbiol Resour Announc 2023; 12:e0014523. [PMID: 37052391 DOI: 10.1128/mra.00145-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2023] Open
Abstract
Desulfomicrobium sp. strain ZS1 is an obligate anaerobic, sulfate-reducing member of the Desulfobacterota from Zodletone Spring, an anoxic sulfide-rich spring in southwestern Oklahoma. Its complete genome was sequenced using a combination of Illumina and Oxford Nanopore platforms and encodes 3,364 proteins and 81 RNAs on a single chromosome.
Collapse
Affiliation(s)
- Sayali A Mulay
- Department of Microbiology, University of Tennessee Knoxville, Knoxville, Tennessee, USA
| | - William G Alexander
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - C Ryan Hahn
- Department of Microbiology and Molecular Genetics, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Dawn M Klingeman
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Mostafa S Elshahed
- Department of Microbiology and Molecular Genetics, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Noha H Youssef
- Department of Microbiology and Molecular Genetics, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Mircea Podar
- Department of Microbiology, University of Tennessee Knoxville, Knoxville, Tennessee, USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| |
Collapse
|
9
|
Gionfriddo CM, Soren AB, Wymore AM, Hartnett DS, Podar M, Parks JM, Elias DA, Gilmour CC. Transcriptional Control of hgcAB by an ArsR-Like Regulator in Pseudodesulfovibrio mercurii ND132. Appl Environ Microbiol 2023; 89:e0176822. [PMID: 36951561 PMCID: PMC10132117 DOI: 10.1128/aem.01768-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2023] Open
Abstract
The hgcAB gene pair encodes mercury (Hg) methylation capability in a diverse group of microorganisms, but its evolution and transcriptional regulation remain unknown. Working from the possibility that the evolutionary function of HgcAB may not be Hg methylation, we test a possible link to arsenic resistance. Using model Hg methylator Pseudodesulfovibrio mercurii ND132, we evaluated transcriptional control of hgcAB by a putative ArsR encoded upstream and cotranscribed with hgcAB. This regulator shares homology with ArsR repressors of arsenic resistance and S-adenosylhomocysteine (SAH)-responsive regulators of methionine biosynthesis but is distinct from other ArsR/SahR proteins in P. mercurii. Using quantitative PCR (qPCR) and RNA sequencing (RNA-seq) transcriptome analyses, we confirmed this ArsR regulates hgcAB transcription and is responsive to arsenic and SAH. Additionally, RNA-seq indicated a possible link between hgcAB activity and arsenic transformations, with significant upregulation of other ArsR-regulated arsenic resistance operons alongside hgcAB. Interestingly, wild-type ND132 was less sensitive to As(V) (but not As(III)) than an hgcAB knockout strain, supporting the idea that hgcAB may be linked to arsenic resistance. Arsenic significantly impacted rates of Hg methylation by ND132; however, responses varied with culture conditions. Differences in growth and metabolic activity did not account for arsenic impacts on methylation. While arsenic significantly increased hgcAB expression, hgcAB gene and transcript abundance was not a good predictor of Hg methylation rates. Taken together, these results support the idea that Hg and As cycling are linked in P. mercurii ND132. Our results may hold clues to the evolution of hgcAB and the controls on Hg methylation in nature. IMPORTANCE This work reveals a link between microbial mercury methylation and arsenic resistance and may hold clues to the evolution of mercury methylation genes (hgcAB). Microbes with hgcAB produce methylmercury, a strong neurotoxin that readily accumulates in the food web. This study addresses a critical gap in our understanding about the environmental factors that control hgcAB expression. We show that hgcAB expression is controlled by an ArsR-like regulator responsive to both arsenic and S-adenosylhomocysteine in our model organism, Pseudodesulfovibrio mercurii ND132. Exposure to arsenic also significantly impacted Pseudodesulfovibrio mercurii ND132 mercury methylation rates. However, expression of hgcAB was not always a good predictor of Hg methylation rates, highlighting the roles of Hg bioavailability and other biochemical mechanisms in methylmercury production. This study improves our understanding of the controls on hgcAB expression, which is needed to better predict environmental methylmercury production.
Collapse
Affiliation(s)
| | | | - Ann M Wymore
- Biosciences Division, Oak Ridge National Lab, Oak Ridge, Tennessee, USA
| | - D Sean Hartnett
- Smithsonian Environmental Research Center, Edgewater, Maryland, USA
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Lab, Oak Ridge, Tennessee, USA
| | - Jerry M Parks
- Biosciences Division, Oak Ridge National Lab, Oak Ridge, Tennessee, USA
| | | | | |
Collapse
|
10
|
Meslier V, Quinquis B, Da Silva K, Plaza Oñate F, Pons N, Roume H, Podar M, Almeida M. Benchmarking second and third-generation sequencing platforms for microbial metagenomics. Sci Data 2022; 9:694. [PMID: 36369227 PMCID: PMC9652401 DOI: 10.1038/s41597-022-01762-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 10/04/2022] [Indexed: 11/13/2022] Open
Abstract
Shotgun metagenomic sequencing is a common approach for studying the taxonomic diversity and metabolic potential of complex microbial communities. Current methods primarily use second generation short read sequencing, yet advances in third generation long read technologies provide opportunities to overcome some of the limitations of short read sequencing. Here, we compared seven platforms, encompassing second generation sequencers (Illumina HiSeq 300, MGI DNBSEQ-G400 and DNBSEQ-T7, ThermoFisher Ion GeneStudio S5 and Ion Proton P1) and third generation sequencers (Oxford Nanopore Technologies MinION R9 and Pacific Biosciences Sequel II). We constructed three uneven synthetic microbial communities composed of up to 87 genomic microbial strains DNAs per mock, spanning 29 bacterial and archaeal phyla, and representing the most complex and diverse synthetic communities used for sequencing technology comparisons. Our results demonstrate that third generation sequencing have advantages over second generation platforms in analyzing complex microbial communities, but require careful sequencing library preparation for optimal quantitative metagenomic analysis. Our sequencing data also provides a valuable resource for testing and benchmarking bioinformatics software for metagenomics.
Collapse
Affiliation(s)
- Victoria Meslier
- Université Paris-Saclay, INRAE, MetaGenoPolis, 78350, Jouy-en-Josas, France
| | - Benoit Quinquis
- Université Paris-Saclay, INRAE, MetaGenoPolis, 78350, Jouy-en-Josas, France
| | - Kévin Da Silva
- Université Paris-Saclay, INRAE, MetaGenoPolis, 78350, Jouy-en-Josas, France
| | | | - Nicolas Pons
- Université Paris-Saclay, INRAE, MetaGenoPolis, 78350, Jouy-en-Josas, France
| | - Hugo Roume
- Université Paris-Saclay, INRAE, MetaGenoPolis, 78350, Jouy-en-Josas, France
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.
| | - Mathieu Almeida
- Université Paris-Saclay, INRAE, MetaGenoPolis, 78350, Jouy-en-Josas, France.
| |
Collapse
|
11
|
Schwartz GE, Muller KA, Rathore SS, Wilpiszeski RL, Carrell AA, Cregger MA, Elias DA, Podar M, Painter SL, Brooks SC. Incorporating concentration-dependent sediment microbial activity into methylmercury production kinetics modeling. Environ Sci Process Impacts 2022; 24:1392-1405. [PMID: 34727150 DOI: 10.1039/d1em00287b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
In anoxic environments, anaerobic microorganisms carrying the hgcAB gene cluster can mediate the transformation of inorganic mercury (Hg(II)) to monomethylmercury (MMHg). The kinetics of Hg(II) transformation to MMHg in periphyton from East Fork Poplar Creek (EFPC) in Oak Ridge, TN have previously been modeled using a transient availability model (TAM). The TAM for Hg(II) methylation combines methylation/demethylation kinetics with kinetic expressions for processes that decrease Hg(II) and MMHg availability for methylation and demethylation (multisite sorption of Hg(II) and MMHg, Hg(II) reduction/Hg(0) oxidation). In this study, the TAM is used for the first time to describe MMHg production in sediment. We assessed MMHg production in sediment microcosms using two different sediment types from EFPC: a relatively anoxic, carbon-rich sediment with higher microbial activity (higher CO2 production from sediment) and a relatively oxic, sandy, carbon-poor sediment with lower microbial activity (lower CO2 production from sediment). Based on 16s rRNA sequencing, the overall microbial community structure in the two sediments was retained during the incubations. However, the hgcA containing methanogenic Euryarchaeota communities differed between sediment types and their growth followed different trajectories over the course of incubations, potentially contributing to the distinct patterns of MMHg production observed. The general TAM paradigm performed well in describing MMHg production in the sediments. However, the MMHg production and ancillary data suggested the need to revise the model structure to incorporate terms for concentration-dependent microbial activity over the course of the incubations. We modified the TAM to include Monod-type kinetics for methylation and demethylation and observed an improved fit for the carbon-rich, microbially active sediment. Overall our work shows that the TAM can be applied to describe Hg(II) methylation in sediments and that including expressions accounting for concentration-dependent microbial activity can improve the accuracy of the model description of the data in some cases.
Collapse
Affiliation(s)
- Grace E Schwartz
- Environmental Sciences Division, Oak Ridge National Laboratory, P. O. Box 2008, MS 6038, Oak Ridge, Tennessee 37831-6038, USA.
| | - Katherine A Muller
- Earth Systems Science Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Saubhagya S Rathore
- Environmental Sciences Division, Oak Ridge National Laboratory, P. O. Box 2008, MS 6038, Oak Ridge, Tennessee 37831-6038, USA.
| | - Regina L Wilpiszeski
- Biosciences Division, Oak Ridge National Laboratory, P. O. Box 2008, MS 6038, Oak Ridge, Tennessee 37831-6038, USA
| | - Alyssa A Carrell
- Biosciences Division, Oak Ridge National Laboratory, P. O. Box 2008, MS 6038, Oak Ridge, Tennessee 37831-6038, USA
| | - Melissa A Cregger
- Biosciences Division, Oak Ridge National Laboratory, P. O. Box 2008, MS 6038, Oak Ridge, Tennessee 37831-6038, USA
| | - Dwayne A Elias
- Biosciences Division, Oak Ridge National Laboratory, P. O. Box 2008, MS 6038, Oak Ridge, Tennessee 37831-6038, USA
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, P. O. Box 2008, MS 6038, Oak Ridge, Tennessee 37831-6038, USA
| | - Scott L Painter
- Environmental Sciences Division, Oak Ridge National Laboratory, P. O. Box 2008, MS 6038, Oak Ridge, Tennessee 37831-6038, USA.
| | - Scott C Brooks
- Environmental Sciences Division, Oak Ridge National Laboratory, P. O. Box 2008, MS 6038, Oak Ridge, Tennessee 37831-6038, USA.
| |
Collapse
|
12
|
Blakeley-Ruiz JA, McClintock CS, Shrestha HK, Poudel S, Yang ZK, Giannone RJ, Choo JJ, Podar M, Baghdoyan HA, Lydic R, Hettich RL. Morphine and high-fat diet differentially alter the gut microbiota composition and metabolic function in lean versus obese mice. ISME Commun 2022; 2:66. [PMID: 37938724 PMCID: PMC9723762 DOI: 10.1038/s43705-022-00131-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 05/16/2022] [Accepted: 06/08/2022] [Indexed: 11/04/2023]
Abstract
There are known associations between opioids, obesity, and the gut microbiome, but the molecular connection/mediation of these relationships is not understood. To better clarify the interplay of physiological, genetic, and microbial factors, this study investigated the microbiome and host inflammatory responses to chronic opioid administration in genetically obese, diet-induced obese, and lean mice. Samples of feces, urine, colon tissue, and plasma were analyzed using targeted LC-MS/MS quantification of metabolites, immunoassays of inflammatory cytokine levels, genome-resolved metagenomics, and metaproteomics. Genetic obesity, diet-induced obesity, and morphine treatment in lean mice each showed increases in distinct inflammatory cytokines. Metagenomic assembly and binning uncovered over 400 novel gut bacterial genomes and species. Morphine administration impacted the microbiome's composition and function, with the strongest effect observed in lean mice. This microbiome effect was less pronounced than either diet or genetically driven obesity. Based on inferred microbial physiology from the metaproteome datasets, a high-fat diet transitioned constituent microbes away from harvesting diet-derived nutrients and towards nutrients present in the host mucosal layer. Considered together, these results identified novel host-dependent phenotypes, differentiated the effects of genetic obesity versus diet induced obesity on gut microbiome composition and function, and showed that chronic morphine administration altered the gut microbiome.
Collapse
Affiliation(s)
- J Alfredo Blakeley-Ruiz
- Genome Science and Technology Program, University of Tennessee, Knoxville, TN, 37996, USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Carlee S McClintock
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
- Pain Consultants of East Tennessee, PLLC, Knoxville, TN, 37909, USA
| | - Him K Shrestha
- Genome Science and Technology Program, University of Tennessee, Knoxville, TN, 37996, USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Suresh Poudel
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Zamin K Yang
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Richard J Giannone
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - James J Choo
- Pain Consultants of East Tennessee, PLLC, Knoxville, TN, 37909, USA
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Helen A Baghdoyan
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
- Department of Psychology, University of Tennessee, Knoxville, TN, 37996, USA
| | - Ralph Lydic
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
- Department of Psychology, University of Tennessee, Knoxville, TN, 37996, USA
| | - Robert L Hettich
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.
| |
Collapse
|
13
|
Capo E, Peterson BD, Kim M, Jones DS, Acinas SG, Amyot M, Bertilsson S, Björn E, Buck M, Cosio C, Elias DA, Gilmour C, Goñi Urriza MS, Gu B, Lin H, Liu YR, McMahon K, Moreau JW, Pinhassi J, Podar M, Puente-Sánchez F, Sánchez P, Storck V, Tada Y, Vigneron A, Walsh D, Vandewalle-Capo M, Bravo AG, Gionfriddo C. A consensus protocol for the recovery of mercury methylation genes from metagenomes. Mol Ecol Resour 2022; 23:190-204. [PMID: 35839241 PMCID: PMC10087281 DOI: 10.1111/1755-0998.13687] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 06/24/2022] [Accepted: 07/08/2022] [Indexed: 11/27/2022]
Abstract
Mercury (Hg) methylation genes (hgcAB) mediate the formation of the toxic methylmercury and have been identified from diverse environments, including freshwater and marine ecosystems, Arctic permafrost, forest and paddy soils, coal-ash amended sediments, chlor-alkali plants discharges and geothermal springs. Here we present the first attempt at a standardized protocol for the detection, identification and quantification of hgc genes from metagenomes. Our Hg-MATE (Hg-cycling Microorganisms in Aquatic and Terrestrial Ecosystems) database, a catalogue of hgc genes, provides the most accurate information to date on the taxonomic identity and functional/metabolic attributes of microorganisms responsible for Hg methylation in the environment. Furthermore, we introduce "marky-coco", a ready-to-use bioinformatic pipeline based on de novo single-metagenome assembly, for easy and accurate characterization of hgc genes from environmental samples. We compared the recovery of hgc genes from environmental metagenomes using the marky-coco pipeline with an approach based on co-assembly of multiple metagenomes. Our data show similar efficiency in both approaches for most environments except those with high diversity (i.e., paddy soils) for which a co-assembly approach was preferred. Finally, we discuss the definition of true hgc genes and methods to normalize hgc gene counts from metagenomes.
Collapse
Affiliation(s)
- Eric Capo
- Department of Marine Biology and Oceanography, Institute of Marine Sciences, CSIC, Barcelona, 08003, Spain.,Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
| | - Benjamin D Peterson
- Department of Bacteriology, University of Wisconsin at Madison, 53706, Madison, WI, USA
| | - Minjae Kim
- Natural Resource Ecology Laboratory, Colorado State University, 80523, Fort Collins, CO, USA
| | - Daniel S Jones
- Department of Earth and Environmental Science, New Mexico Institute of Mining and Technology, 87801, Socorro, NM, USA.,National Cave and Karst Research Institute, 88220, Carlsbad, NM, USA
| | - Silvia G Acinas
- Department of Marine Biology and Oceanography, Institute of Marine Sciences, CSIC, Barcelona, 08003, Spain
| | - Marc Amyot
- Department of Biological Sciences, University of Montréal, Montréal, QC, H3C 5J9, Canada
| | - Stefan Bertilsson
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
| | - Erik Björn
- Department of Chemistry, Umeå University, 90736, Umeå, Sweden
| | - Moritz Buck
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
| | - Claudia Cosio
- University of Reims Champagne-Ardenne, 51100, Reims, France
| | | | - Cynthia Gilmour
- Smithsonian Environmental Research Center, 21037, Edgewater, MD, USA
| | | | - Baohua Gu
- Oak Ridge National Lab, 37830, Oak Ridge, TN, USA
| | - Heyu Lin
- School of Geography, Earth and Atmospheric Sciences, The University of Melbourne, 3010, Parkville, VIC, Australia
| | - Yu-Rong Liu
- College of Resources and Environment, Huazhong Agricultural University, 430070, Wuhan, China
| | - Katherine McMahon
- Department of Bacteriology, University of Wisconsin at Madison, 53706, Madison, WI, USA
| | - John W Moreau
- School of Geographical and Earth Sciences, University of Glasgow, G12 8RZ, Glasgow, UK
| | - Jarone Pinhassi
- Centre for Ecology and Evolution in Microbial Model Systems - EEMiS, Linnaeus University, 39231, Kalmar, Sweden
| | - Mircea Podar
- Oak Ridge National Lab, 37830, Oak Ridge, TN, USA
| | - Fernando Puente-Sánchez
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
| | - Pablo Sánchez
- Department of Marine Biology and Oceanography, Institute of Marine Sciences, CSIC, Barcelona, 08003, Spain
| | - Veronika Storck
- Department of Biological Sciences, University of Montréal, Montréal, QC, H3C 5J9, Canada
| | - Yuya Tada
- National Institute for Minamata Disease, Department of Environment and Public Health, Kumamoto, 867-0008, Japan
| | - Adrien Vigneron
- University of Pau et des Pays de l'Adour, E2S UPPA, CNRS, IPREM, Pau, 64000, France
| | - David Walsh
- Department of Biology, Concordia University, Montreal, Quebec H4BIR6, Canada
| | - Marine Vandewalle-Capo
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
| | - Andrea G Bravo
- Department of Marine Biology and Oceanography, Institute of Marine Sciences, CSIC, Barcelona, 08003, Spain
| | | |
Collapse
|
14
|
Bahnassy S, Stires H, Jin L, Tam S, Dunn YJ, Kohrn BF, Loeb LA, Balachandran M, Podar M, McCoy MD, Beckman RA, Riggins RB. Abstract 1776: Loss of estrogen receptor alters drug responsiveness and supports a basal-like phenotype in endocrine-resistant HER2+/ER+ breast cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
At least 50% of human epidermal growth factor 2 (HER2) enriched breast cancer (BC) is estrogen receptor positive (ER+). In clinical trials, patients with HER2+ BC expressing ER respond poorly to neoadjuvant anti-HER2 therapy versus those lacking ER expression. Additionally, combining anti-HER2 with endocrine therapy (ET), like aromatase inhibitor (AI), does not significantly improve pathological complete response in HER2+/ER+ patients. In advanced or de novo HER2+/ER+ metastatic BC (MBC), treatment with ET plus anti-HER2 yields the highest 5-year overall survival. Unfortunately, in the real-world setting outside of clinical trials, just 23% of patients receive this combination, and nearly 40% receive ET alone. The clinical challenge associated with treating advanced HER2+/ER+ BC demands a better understanding of ER signaling and downstream pathways in HER2-driven BC. Our goal is to identify alternative targeted therapies and/or tailor therapeutic combinatorial strategies to treat and/or delay progression of HER2+/ER+ BC. In this study, we established two long-term estrogen (E2) deprived (LTED) HER2+/ER+ cell line models from BT-474 (BT) and MDA-MB-361 (MM) to mimic endocrine therapy resistance (ETR) to AI, and characterized the response of these cell lines to anti-HER2 and other ETs. We also performed whole-genome sequencing (WGS) and single-cell RNA sequencing (scRNAseq) to identify differences between parental and derived ETR-LTEDs. The ER expression was retained in BT-LTEDs but lost in MM-LTEDs as compared to parental cells. Additionally, ER transcriptional activity was confirmed by increased expression of ER-target genes upon E2 stimulation only in BT-LTEDs. However, both LTED variants were less responsive to fulvestrant and showed upregulation of pro-survival AKT signaling. Focusing on the now ER- MM-LTED model, WGS and targeted duplex sequencing identified a significant increase in exonic missense mutations, notably C>T and C>A. Several of the mutated genes encode for transcription and chromatin regulatory factors. scRNAseq analysis showed that MM-LTEDs shift from a luminal- to more basal-like phenotype, with enrichment of genes that regulate immune response and cell motility. Thus, loss of ER expression in MM-LTEDs on the mRNA and protein levels may explain observed intrinsic resistance to fulvestrant and gain of the basal-like phenotype. In summary, we report that our ETR BT- and MM-LTED models capture distinct ER-associated phenotypes of HER2+/ER+ BC. Additional studies are necessary to understand the functional significance of these missense mutations on the development of drug resistance in HER2+/ER+ BC. Ongoing studies are testing pharmacological inhibition of key upregulated genes associated with the basal phenotype to potentially delay disease progression and provide better treatments for ETR HER2+/ER+ BC.
Citation Format: Shaymaa Bahnassy, Hillary Stires, Lu Jin, Stanley Tam, Yasmin J. Dunn, Brendan F. Kohrn, Lawrence A. Loeb, Manasi Balachandran, Mircea Podar, Matthew D. McCoy, Robert A. Beckman, Rebecca B. Riggins. Loss of estrogen receptor alters drug responsiveness and supports a basal-like phenotype in endocrine-resistant HER2+/ER+ breast cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1776.
Collapse
Affiliation(s)
| | | | - Lu Jin
- 1Georgetown University, Washington, DC
| | | | - Yasmin J. Dunn
- 3University of Washington School of Medicine, Seattle, WA
| | | | | | | | | | | | | | | |
Collapse
|
15
|
Gilmour CC, Soren AB, Gionfriddo CM, Podar M, Wall JD, Brown SD, Michener JK, Urriza MSG, Elias DA. Pseudodesulfovibrio mercurii sp. nov., a mercury-methylating bacterium isolated from sediment. Int J Syst Evol Microbiol 2021; 71. [PMID: 33570484 DOI: 10.1099/ijsem.0.004697] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The sulfate-reducing, mercury-methylating strain ND132T was isolated from the brackish anaerobic bottom sediments of Chesapeake Bay, USA. Capable of high levels of mercury (Hg) methylation, ND132T has been widely used as a model strain to study the process and to determine the genetic basis of Hg methylation. Originally called Desulfovibrio desulfuricans ND132T on the basis of an early partial 16S rRNA sequence, the strain has never been formally described. Phylogenetic and physiological traits place this strain within the genus Pseudodesulfovibrio, in the recently reclassified phylum Desulfobacterota (formerly Deltaproteobacteria). ND132T is most closely related to Pseudodesulfovibrio hydrargyri BerOc1T and Pseudodesulfovibrio indicus J2T. Analysis of average nucleotide identity (ANI) of whole-genome sequences showed roughly 88 % ANI between P. hydrargyri BerOc1T and ND132T, and 84 % similarity between ND132T and P. indicus J2T. These cut-off scores <95 %, along with a multi-gene phylogenetic analysis of members of the family Desulfovibrionacea, and differences in physiology indicate that all three strains represent separate species. The Gram-stain-negative cells are vibrio-shaped, motile and not sporulated. ND132T is a salt-tolerant mesophile with optimal growth in the laboratory at 32 °C, 2 % salinity, and pH 7.8. The DNA G+C content of the genomic DNA is 65.2 %. It is an incomplete oxidizer of short chain fatty acids, using lactate, pyruvate and fumarate with sulfate or sulfite as the terminal electron acceptors. ND132T can respire fumarate using pyruvate as an electron donor. The major fatty acids are iso-C15 : 0, anteiso-C15 : 0, iso-C17 : 0, iso-C17 : 1ω9c and anteiso-C17 : 0. We propose the classification of strain ND132T (DSM 110689, ATCC TSD-224) as the type strain Pseudodesulfovibrio mercurii sp. nov.
Collapse
Affiliation(s)
| | | | - Caitlin M Gionfriddo
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA.,Smithsonian Environmental Research Center, Edgewater, Maryland, USA
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Judy D Wall
- Department of Biochemistry, University of Missouri, Columbia, Missouri, USA
| | - Steven D Brown
- Present address: LanzaTech, Skokie, Illinois, USA.,Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Joshua K Michener
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | | | - Dwayne A Elias
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| |
Collapse
|
16
|
Mou Z, Eakes J, Cooper CJ, Foster CM, Standaert RF, Podar M, Doktycz MJ, Parks JM. Machine learning‐based prediction of enzyme substrate scope: Application to bacterial nitrilases. Proteins 2020; 89:336-347. [DOI: 10.1002/prot.26019] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 09/02/2020] [Accepted: 10/17/2020] [Indexed: 01/11/2023]
Affiliation(s)
- Zhongyu Mou
- Biosciences Division Oak Ridge National Laboratory Oak Ridge Tennessee USA
| | - Jason Eakes
- Biosciences Division Oak Ridge National Laboratory Oak Ridge Tennessee USA
| | - Connor J. Cooper
- Graduate School of Genome Science and Technology University of TennesseeWalters Life Science Knoxville Tennessee USA
| | - Carmen M. Foster
- Biosciences Division Oak Ridge National Laboratory Oak Ridge Tennessee USA
| | | | - Mircea Podar
- Biosciences Division Oak Ridge National Laboratory Oak Ridge Tennessee USA
| | - Mitchel J. Doktycz
- Biosciences Division Oak Ridge National Laboratory Oak Ridge Tennessee USA
- Graduate School of Genome Science and Technology University of TennesseeWalters Life Science Knoxville Tennessee USA
| | - Jerry M. Parks
- Biosciences Division Oak Ridge National Laboratory Oak Ridge Tennessee USA
- Graduate School of Genome Science and Technology University of TennesseeWalters Life Science Knoxville Tennessee USA
| |
Collapse
|
17
|
Gionfriddo CM, Wymore AM, Jones DS, Wilpiszeski RL, Lynes MM, Christensen GA, Soren A, Gilmour CC, Podar M, Elias DA. An Improved hgcAB Primer Set and Direct High-Throughput Sequencing Expand Hg-Methylator Diversity in Nature. Front Microbiol 2020; 11:541554. [PMID: 33123100 PMCID: PMC7573106 DOI: 10.3389/fmicb.2020.541554] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 08/25/2020] [Indexed: 01/27/2023] Open
Abstract
The gene pair hgcAB is essential for microbial mercury methylation. Our understanding of its abundance and diversity in nature is rapidly evolving. In this study we developed a new broad-range primer set for hgcAB, plus an expanded hgcAB reference library, and used these to characterize Hg-methylating communities from diverse environments. We applied this new Hg-methylator database to assign taxonomy to hgcA sequences from clone, amplicon, and metagenomic datasets. We evaluated potential biases introduced in primer design, sequence length, and classification, and suggest best practices for studying Hg-methylator diversity. Our study confirms the emerging picture of an expanded diversity of HgcAB-encoding microbes in many types of ecosystems, with abundant putative mercury methylators Nitrospirae and Chloroflexi in several new environments including salt marsh and peat soils. Other common microbes encoding HgcAB included Phycisphaerae, Aminicenantes, Spirochaetes, and Elusimicrobia. Combined with high-throughput amplicon specific sequencing, the new primer set also indentified novel hgcAB sequences similar to Lentisphaerae, Bacteroidetes, Atribacteria, and candidate phyla WOR-3 and KSB1 bacteria. Gene abundance data also corroborate the important role of two "classic" groups of methylators (Deltaproteobacteria and Methanomicrobia) in many environments, but generally show a scarcity of hgcAB+ Firmicutes. The new primer set was developed to specifically target hgcAB sequences found in nature, reducing degeneracy and providing increased sensitivity while maintaining broad diversity capture. We evaluated mock communities to confirm primer improvements, including culture spikes to environmental samples with variable DNA extraction and PCR amplification efficiencies. For select sites, this new workflow was combined with direct high-throughput hgcAB sequencing. The hgcAB diversity generated by direct amplicon sequencing confirmed the potential for novel Hg-methylators previously identified using metagenomic screens. A new phylogenetic analysis using sequences from freshwater, saline, and terrestrial environments showed Deltaproteobacteria HgcA sequences generally clustered among themselves, while metagenome-resolved HgcA sequences in other phyla tended to cluster by environment, suggesting horizontal gene transfer into many clades. HgcA from marine metagenomes often formed distinct subtrees from those sequenced from freshwater ecosystems. Overall the majority of HgcA sequences branch from a cluster of HgcAB fused proteins related to Thermococci, Atribacteria (candidate division OP9), Aminicenantes (OP8), and Chloroflexi. The improved primer set and library, combined with direct amplicon sequencing, provide a significantly improved assessment of the abundance and diversity of hgcAB+ microbes in nature.
Collapse
Affiliation(s)
- Caitlin M Gionfriddo
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Ann M Wymore
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Daniel S Jones
- BioTechnology Institute, University of Minnesota, St. Paul, MN, United States.,Department of Earth Sciences, Minneapolis, MN, United States
| | - Regina L Wilpiszeski
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Mackenzie M Lynes
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Geoff A Christensen
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Ally Soren
- Smithsonian Environmental Research Center, Edgewater, MD, United States
| | | | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Dwayne A Elias
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| |
Collapse
|
18
|
Moon JW, Paradis CJ, Joyner DC, von Netzer F, Majumder EL, Dixon ER, Podar M, Ge X, Walian PJ, Smith HJ, Wu X, Zane GM, Walker KF, Thorgersen MP, Poole Ii FL, Lui LM, Adams BG, De León KB, Brewer SS, Williams DE, Lowe KA, Rodriguez M, Mehlhorn TL, Pfiffner SM, Chakraborty R, Arkin AP, Wall JD, Fields MW, Adams MWW, Stahl DA, Elias DA, Hazen TC. Characterization of subsurface media from locations up- and down-gradient of a uranium-contaminated aquifer. Chemosphere 2020; 255:126951. [PMID: 32417512 DOI: 10.1016/j.chemosphere.2020.126951] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 04/17/2020] [Accepted: 04/29/2020] [Indexed: 06/11/2023]
Abstract
The processing of sediment to accurately characterize the spatially-resolved depth profiles of geophysical and geochemical properties along with signatures of microbial density and activity remains a challenge especially in complex contaminated areas. This study processed cores from two sediment boreholes from background and contaminated core sediments and surrounding groundwater. Fresh core sediments were compared by depth to capture the changes in sediment structure, sediment minerals, biomass, and pore water geochemistry in terms of major and trace elements including pollutants, cations, anions, and organic acids. Soil porewater samples were matched to groundwater level, flow rate, and preferential flows and compared to homogenized groundwater-only samples from neighboring monitoring wells. Groundwater analysis of nearby wells only revealed high sulfate and nitrate concentrations while the same analysis using sediment pore water samples with depth was able to suggest areas high in sulfate- and nitrate-reducing bacteria based on their decreased concentration and production of reduced by-products that could not be seen in the groundwater samples. Positive correlations among porewater content, total organic carbon, trace metals and clay minerals revealed a more complicated relationship among contaminant, sediment texture, groundwater table, and biomass. The fluctuating capillary interface had high concentrations of Fe and Mn-oxides combined with trace elements including U, Th, Sr, Ba, Cu, and Co. This suggests the mobility of potentially hazardous elements, sediment structure, and biogeochemical factors are all linked together to impact microbial communities, emphasizing that solid interfaces play an important role in determining the abundance of bacteria in the sediments.
Collapse
Affiliation(s)
- Ji-Won Moon
- Oak Ridge National Laboratory, Biosciences Division, Oak Ridge, TN, USA; current U.S. Geological Survey, National Minerals Information Center, Reston, VA, USA
| | - Charles J Paradis
- University of Tennessee, Departments of Earth & Planetary Sciences, Microbiology, Civil & Environmental Engineering, Methane Center, Knoxville, TN, USA
| | - Dominique C Joyner
- University of Tennessee, Departments of Earth & Planetary Sciences, Microbiology, Civil & Environmental Engineering, Methane Center, Knoxville, TN, USA
| | - Frederick von Netzer
- University of Washington, Department of Civil and Environmental Engineering, Seattle, WA, USA
| | - Erica L Majumder
- University of Missouri, Department of Biochemistry, Columbia, MO, USA
| | - Emma R Dixon
- University of Tennessee, Departments of Earth & Planetary Sciences, Microbiology, Civil & Environmental Engineering, Methane Center, Knoxville, TN, USA
| | - Mircea Podar
- Oak Ridge National Laboratory, Biosciences Division, Oak Ridge, TN, USA
| | - Xiaoxuan Ge
- University of Georgia, Department of Biochemistry and Molecular Biology, Athens, GA, USA
| | - Peter J Walian
- Lawrence Berkeley National Laboratory, Molecular Biophysics and Integrated Bioimaging, Berkeley, CA, USA
| | - Heidi J Smith
- Montana State University, Center for Biofilm Engineering, Department of Microbiology & Immunology, Bozeman, MT, USA
| | - Xiaoqin Wu
- Lawrence Berkeley National Laboratory, Department of Ecology, Earth and Environmental Sciences Area, Berkeley, CA, USA
| | - Grant M Zane
- University of Missouri, Department of Biochemistry, Columbia, MO, USA
| | - Kathleen F Walker
- University of Tennessee, Departments of Earth & Planetary Sciences, Microbiology, Civil & Environmental Engineering, Methane Center, Knoxville, TN, USA
| | - Michael P Thorgersen
- University of Georgia, Department of Biochemistry and Molecular Biology, Athens, GA, USA
| | - Farris L Poole Ii
- University of Georgia, Department of Biochemistry and Molecular Biology, Athens, GA, USA
| | - Lauren M Lui
- Lawrence Berkeley National Laboratory Environmental Genomics and Systems Biology, Berkeley, CA, USA
| | - Benjamin G Adams
- University of Tennessee, Departments of Earth & Planetary Sciences, Microbiology, Civil & Environmental Engineering, Methane Center, Knoxville, TN, USA
| | - Kara B De León
- University of Missouri, Department of Biochemistry, Columbia, MO, USA
| | - Sheridan S Brewer
- University of Tennessee, Departments of Earth & Planetary Sciences, Microbiology, Civil & Environmental Engineering, Methane Center, Knoxville, TN, USA
| | - Daniel E Williams
- University of Tennessee, Departments of Earth & Planetary Sciences, Microbiology, Civil & Environmental Engineering, Methane Center, Knoxville, TN, USA
| | - Kenneth A Lowe
- Oak Ridge National Laboratory, Environmental Science Division, Oak Ridge, TN, USA
| | - Miguel Rodriguez
- Oak Ridge National Laboratory, Biosciences Division, Oak Ridge, TN, USA
| | - Tonia L Mehlhorn
- Oak Ridge National Laboratory, Environmental Science Division, Oak Ridge, TN, USA
| | - Susan M Pfiffner
- University of Tennessee, Departments of Earth & Planetary Sciences, Microbiology, Civil & Environmental Engineering, Methane Center, Knoxville, TN, USA
| | - Romy Chakraborty
- Lawrence Berkeley National Laboratory, Department of Ecology, Earth and Environmental Sciences Area, Berkeley, CA, USA
| | - Adam P Arkin
- Lawrence Berkeley National Laboratory Environmental Genomics and Systems Biology, Berkeley, CA, USA
| | - Judy D Wall
- University of Missouri, Department of Biochemistry, Columbia, MO, USA
| | - Matthew W Fields
- Montana State University, Center for Biofilm Engineering, Department of Microbiology & Immunology, Bozeman, MT, USA
| | - Michael W W Adams
- University of Georgia, Department of Biochemistry and Molecular Biology, Athens, GA, USA
| | - David A Stahl
- University of Washington, Department of Civil and Environmental Engineering, Seattle, WA, USA
| | - Dwayne A Elias
- Oak Ridge National Laboratory, Biosciences Division, Oak Ridge, TN, USA
| | - Terry C Hazen
- Oak Ridge National Laboratory, Biosciences Division, Oak Ridge, TN, USA; University of Tennessee, Departments of Earth & Planetary Sciences, Microbiology, Civil & Environmental Engineering, Methane Center, Knoxville, TN, USA.
| |
Collapse
|
19
|
Podar PT, Yang Z, Björnsdóttir SH, Podar M. Comparative Analysis of Microbial Diversity Across Temperature Gradients in Hot Springs From Yellowstone and Iceland. Front Microbiol 2020; 11:1625. [PMID: 32760379 PMCID: PMC7372906 DOI: 10.3389/fmicb.2020.01625] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Accepted: 06/22/2020] [Indexed: 11/21/2022] Open
Abstract
Geothermal hot springs are a natural setting to study microbial adaptation to a wide range of temperatures reaching up to boiling. Temperature gradients lead to distinct microbial communities that inhabit their optimum niches. We sampled three alkaline, high temperature (80-100°C) hot springs in Yellowstone and Iceland that had cooling outflows and whose microbial communities had not been studied previously. The microbial composition in sediments and mats was determined by DNA sequencing of rRNA gene amplicons. Over three dozen phyla of Archaea and Bacteria were identified, representing over 1700 distinct organisms. We observed a significant non-linear reduction in the number of microbial taxa as the temperature increased from warm (38°C) to boiling. At high taxonomic levels, the community structure was similar between the Yellowstone and Iceland hot springs. We identified potential endemism at the genus level, especially in thermophilic phototrophs, which may have been potentially driven by distinct environmental conditions and dispersal limitations.
Collapse
Affiliation(s)
- Peter T. Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Zamin Yang
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | | | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| |
Collapse
|
20
|
Cooper CJ, Zheng K, Rush KW, Johs A, Sanders BC, Pavlopoulos GA, Kyrpides NC, Podar M, Ovchinnikov S, Ragsdale SW, Parks JM. Structure determination of the HgcAB complex using metagenome sequence data: insights into microbial mercury methylation. Commun Biol 2020; 3:320. [PMID: 32561885 PMCID: PMC7305189 DOI: 10.1038/s42003-020-1047-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Accepted: 05/27/2020] [Indexed: 11/09/2022] Open
Abstract
Bacteria and archaea possessing the hgcAB gene pair methylate inorganic mercury (Hg) to form highly toxic methylmercury. HgcA consists of a corrinoid binding domain and a transmembrane domain, and HgcB is a dicluster ferredoxin. However, their detailed structure and function have not been thoroughly characterized. We modeled the HgcAB complex by combining metagenome sequence data mining, coevolution analysis, and Rosetta structure calculations. In addition, we overexpressed HgcA and HgcB in Escherichia coli, confirmed spectroscopically that they bind cobalamin and [4Fe-4S] clusters, respectively, and incorporated these cofactors into the structural model. Surprisingly, the two domains of HgcA do not interact with each other, but HgcB forms extensive contacts with both domains. The model suggests that conserved cysteines in HgcB are involved in shuttling HgII, methylmercury, or both. These findings refine our understanding of the mechanism of Hg methylation and expand the known repertoire of corrinoid methyltransferases in nature. Connor J. Cooper et al. expressed HgcA and HgcB in Escherichia coli and modeled the structure of the HgcAB complex by combining metagenome sequence data, coevolution analysis, and ab initio structure calculations. This study provides insights into the biochemical mechanism of mercury (Hg) methylation.
Collapse
Affiliation(s)
- Connor J Cooper
- Graduate School of Genome Science and Technology, University of Tennessee, F225 Walters Life Science, Knoxville, TN, 37996, USA.,Biosciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, TN, 37831-6038, USA
| | - Kaiyuan Zheng
- Department of Biological Chemistry, University of Michigan Medical School, 1150 West Medical Center Drive, Ann Arbor, MI, 48109-0606, USA
| | - Katherine W Rush
- Department of Biological Chemistry, University of Michigan Medical School, 1150 West Medical Center Drive, Ann Arbor, MI, 48109-0606, USA
| | - Alexander Johs
- Environmental Sciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, TN, 37831-6038, USA
| | - Brian C Sanders
- Biosciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, TN, 37831-6038, USA
| | - Georgios A Pavlopoulos
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA, 94720, USA.,Institute for Fundamental Biomedical Research, Biomedical Science Research Center "Alexander Fleming", 34 Fleming Street, 16672, Vari, Greece
| | - Nikos C Kyrpides
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA, 94720, USA.,Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory Berkeley, California, USA
| | - Mircea Podar
- Graduate School of Genome Science and Technology, University of Tennessee, F225 Walters Life Science, Knoxville, TN, 37996, USA.,Biosciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, TN, 37831-6038, USA
| | - Sergey Ovchinnikov
- John Harvard Distinguished Science Fellowship Program, Harvard University, Cambridge, MA, 02138, USA
| | - Stephen W Ragsdale
- Department of Biological Chemistry, University of Michigan Medical School, 1150 West Medical Center Drive, Ann Arbor, MI, 48109-0606, USA
| | - Jerry M Parks
- Graduate School of Genome Science and Technology, University of Tennessee, F225 Walters Life Science, Knoxville, TN, 37996, USA. .,Biosciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, TN, 37831-6038, USA.
| |
Collapse
|
21
|
Bubier JA, Philip VM, Quince C, Campbell J, Zhou Y, Vishnivetskaya T, Duvvuru S, Blair RH, Ndukum J, Donohue KD, Foster CM, Mellert DJ, Weinstock G, Culiat CT, O'Hara BF, Palumbo AV, Podar M, Chesler EJ. A Microbe Associated with Sleep Revealed by a Novel Systems Genetic Analysis of the Microbiome in Collaborative Cross Mice. Genetics 2020; 214:719-733. [PMID: 31896565 PMCID: PMC7054020 DOI: 10.1534/genetics.119.303013] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 12/30/2019] [Indexed: 12/20/2022] Open
Abstract
The microbiome influences health and disease through complex networks of host genetics, genomics, microbes, and environment. Identifying the mechanisms of these interactions has remained challenging. Systems genetics in laboratory mice (Mus musculus) enables data-driven discovery of biological network components and mechanisms of host-microbial interactions underlying disease phenotypes. To examine the interplay among the whole host genome, transcriptome, and microbiome, we mapped QTL and correlated the abundance of cecal messenger RNA, luminal microflora, physiology, and behavior in a highly diverse Collaborative Cross breeding population. One such relationship, regulated by a variant on chromosome 7, was the association of Odoribacter (Bacteroidales) abundance and sleep phenotypes. In a test of this association in the BKS.Cg-Dock7m +/+ Leprdb/J mouse model of obesity and diabetes, known to have abnormal sleep and colonization by Odoribacter, treatment with antibiotics altered sleep in a genotype-dependent fashion. The many other relationships extracted from this study can be used to interrogate other diseases, microbes, and mechanisms.
Collapse
Affiliation(s)
| | - Vivek M Philip
- The Jackson Laboratory, Bar Harbor, Maine 04609
- Genome Science and Technology Program, University of Tennessee, Tennessee 37830
- Biosciences Division, Oak Ridge National Laboratory, Tennessee 37830
| | | | - James Campbell
- Biosciences Division, Oak Ridge National Laboratory, Tennessee 37830
- Department of Natural Sciences, Northwest Missouri State University, Maryville, Missouri 64468
| | | | - Tatiana Vishnivetskaya
- Genome Science and Technology Program, University of Tennessee, Tennessee 37830
- Biosciences Division, Oak Ridge National Laboratory, Tennessee 37830
| | - Suman Duvvuru
- Genome Science and Technology Program, University of Tennessee, Tennessee 37830
- Biosciences Division, Oak Ridge National Laboratory, Tennessee 37830
| | - Rachel Hageman Blair
- Department of Biostatistics, State University of New York at Buffalo, New York, 14260
| | | | - Kevin D Donohue
- Signal Solutions, LLC, Lexington, Kentucky 40506
- Electrical and Computer Engineering Department, University of Kentucky, Lexington, Kentucky 40508
| | - Carmen M Foster
- Biosciences Division, Oak Ridge National Laboratory, Tennessee 37830
| | | | | | - Cymbeline T Culiat
- Genome Science and Technology Program, University of Tennessee, Tennessee 37830
- Biosciences Division, Oak Ridge National Laboratory, Tennessee 37830
| | - Bruce F O'Hara
- Signal Solutions, LLC, Lexington, Kentucky 40506
- Department of Biology, University of Kentucky, Lexington, Kentucky 40508
| | - Anthony V Palumbo
- Biosciences Division, Oak Ridge National Laboratory, Tennessee 37830
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Tennessee 37830
| | - Elissa J Chesler
- The Jackson Laboratory, Bar Harbor, Maine 04609
- Genome Science and Technology Program, University of Tennessee, Tennessee 37830
- Biosciences Division, Oak Ridge National Laboratory, Tennessee 37830
| |
Collapse
|
22
|
Abstract
The human oral cavity is one of the first environments where microbes have been discovered and studied since the dawn of microbiology. Nevertheless, approximately 200 types of bacteria from the oral microbiota have remained uncultured in the laboratory. Some are associated with a healthy oral microbial community, while others are linked to oral diseases, from dental caries to gum disease. Single-cell genomics has enabled inferences on the physiology, virulence, and evolution of such uncultured microorganisms and has further enabled isolation and cultivation of several novel oral bacteria, including the discovery of novel interspecies interactions. This review summarizes some of the more recent advances in this field, which is rapidly moving toward physiologic characterization of single cells and ultimately cultivation of the yet uncultured. A combination of traditional microbiological approaches with genomic-based physiologic predictions and isolation strategies may lead to the oral microbiome being the first complex microbial community to have all its members cultivable in the laboratory. Studying the biology of the individual microbes when in association with other members of the community, in controlled laboratory conditions and in vivo, should lead to a better understanding of oral dysbiosis and its prevention and reversion.
Collapse
Affiliation(s)
- M Balachandran
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - K L Cross
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA.,Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA
| | - M Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| |
Collapse
|
23
|
Cross KL, Campbell JH, Balachandran M, Campbell AG, Cooper SJ, Griffen A, Heaton M, Joshi S, Klingeman D, Leys E, Yang Z, Parks JM, Podar M. Targeted isolation and cultivation of uncultivated bacteria by reverse genomics. Nat Biotechnol 2019; 37:1314-1321. [PMID: 31570900 PMCID: PMC6858544 DOI: 10.1038/s41587-019-0260-6] [Citation(s) in RCA: 164] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Accepted: 08/15/2019] [Indexed: 12/16/2022]
Abstract
Most microorganisms from all taxonomic levels are uncultured. Single-cell
genomes and metagenomes continue to increase the known diversity of
Bacteria and Archaea, but while
‘omics can be used to infer physiological or ecological roles for species
in a community, most of those hypothetical roles remain unvalidated. Here we
report an approach to capture specific microorganisms from complex communities
into pure cultures using genome-informed antibody engineering. We apply our
reverse genomics approach to isolate and sequence single cells and to cultivate
three different species-level lineages of human oral Saccharibacteria/TM7. Using
our pure cultures we show that all three saccharibacteria species are epibionts
of diverse Actinobacteria. We also isolate and cultivate human
oral SR1 bacteria, which are members of a lineage of previously uncultured
bacteria. Reverse-genomics-enabled cultivation of microorganisms can be applied
to any species from any environment and has the potential to unlock the
isolation, cultivation and characterization of species from as-yet-uncultured
branches of the microbial tree of life.
Collapse
Affiliation(s)
- Karissa L Cross
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA.,Department of Microbiology, University of Tennessee, Knoxville, TN, USA
| | - James H Campbell
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA.,Department of Natural Sciences, Northwest Missouri State University, Maryville, MO, USA
| | | | - Alisha G Campbell
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA.,Genome Science and Technology Program, University of Tennessee, Knoxville, TN, USA.,Department of Natural Sciences, Northwest Missouri State University, Maryville, MO, USA
| | - Sarah J Cooper
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA.,Genome Science and Technology Program, University of Tennessee, Knoxville, TN, USA
| | - Ann Griffen
- College of Dentistry, The Ohio State University, Columbus, OH, USA
| | | | - Snehal Joshi
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Dawn Klingeman
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Eugene Leys
- College of Dentistry, The Ohio State University, Columbus, OH, USA
| | - Zamin Yang
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Jerry M Parks
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA.,Genome Science and Technology Program, University of Tennessee, Knoxville, TN, USA
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA. .,Department of Microbiology, University of Tennessee, Knoxville, TN, USA. .,Genome Science and Technology Program, University of Tennessee, Knoxville, TN, USA.
| |
Collapse
|
24
|
Christensen GA, Gionfriddo CM, King AJ, Moberly JG, Miller CL, Somenahally AC, Callister SJ, Brewer H, Podar M, Brown SD, Palumbo AV, Brandt CC, Wymore AM, Brooks SC, Hwang C, Fields MW, Wall JD, Gilmour CC, Elias DA. Determining the Reliability of Measuring Mercury Cycling Gene Abundance with Correlations with Mercury and Methylmercury Concentrations. Environ Sci Technol 2019; 53:8649-8663. [PMID: 31260289 DOI: 10.1021/acs.est.8b06389] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Methylmercury (MeHg) is a bioaccumulative toxic contaminant in many ecosystems, but factors governing its production are poorly understood. Recent work has shown that the anaerobic microbial conversion of mercury (Hg) to MeHg requires the Hg-methylation genes hgcAB and that these genes can be used as biomarkers in PCR-based estimators of Hg-methylator abundance. In an effort to determine reliable methods for assessing hgcA abundance and diversity and linking them to MeHg concentrations, multiple approaches were compared including metagenomic shotgun sequencing, 16S rRNA gene pyrosequencing and cloning/sequencing hgcAB gene products. Hg-methylator abundance was also determined by quantitative hgcA qPCR amplification and metaproteomics for comparison to the above measurements. Samples from eight sites were examined covering a range of total Hg (HgT; 0.03-14 mg kg-1 dry wt. soil) and MeHg (0.05-27 μg kg-1 dry wt. soil) concentrations. In the metagenome and amplicon sequencing of hgcAB diversity, the Deltaproteobacteria were the dominant Hg-methylators while Firmicutes and methanogenic Archaea were typically ∼50% less abundant. This was consistent with metaproteomics estimates where the Deltaproteobacteria were steadily higher. The 16S rRNA gene pyrosequencing did not have sufficient resolution to identify hgcAB+ species. Metagenomic and hgcAB results were similar for Hg-methylator diversity and clade-specific qPCR-based approaches for hgcA are only appropriate when comparing the abundance of a particular clade across various samples. Weak correlations between Hg-methylating bacteria and soil Hg concentrations were observed for similar environmental samples, but overall total Hg and MeHg concentrations poorly correlated with Hg-cycling genes.
Collapse
Affiliation(s)
- Geoff A Christensen
- Biosciences Division , Oak Ridge National Laboratory , Oak Ridge , Tennessee 37831-6342 , United States
| | - Caitlin M Gionfriddo
- Biosciences Division , Oak Ridge National Laboratory , Oak Ridge , Tennessee 37831-6342 , United States
| | - Andrew J King
- Biosciences Division , Oak Ridge National Laboratory , Oak Ridge , Tennessee 37831-6342 , United States
| | - James G Moberly
- College of Engineering , University of Idaho , Moscow , Idaho 83844 , United States
| | - Carrie L Miller
- School of Theoretical and Applied Science , Ramapo College of New Jersey , Mahwah , New Jersey 07430 , United States
| | - Anil C Somenahally
- Department of Soil and Crop Sciences , Texas A&M University , Overton , Texas 77843-2474 , United States
| | - Stephen J Callister
- Biological Sciences Division , Pacific Northwest National Laboratory , Richland , Washington 99352 , United States
| | - Heather Brewer
- Biological Sciences Division , Pacific Northwest National Laboratory , Richland , Washington 99352 , United States
| | - Mircea Podar
- Biosciences Division , Oak Ridge National Laboratory , Oak Ridge , Tennessee 37831-6342 , United States
| | - Steven D Brown
- Biosciences Division , Oak Ridge National Laboratory , Oak Ridge , Tennessee 37831-6342 , United States
| | - Anthony V Palumbo
- Biosciences Division , Oak Ridge National Laboratory , Oak Ridge , Tennessee 37831-6342 , United States
| | - Craig C Brandt
- Biosciences Division , Oak Ridge National Laboratory , Oak Ridge , Tennessee 37831-6342 , United States
| | - Ann M Wymore
- Biosciences Division , Oak Ridge National Laboratory , Oak Ridge , Tennessee 37831-6342 , United States
| | - Scott C Brooks
- Environmental Sciences Division , Oak Ridge National Laboratory , Oak Ridge , Tennessee 37830 , United States
| | - Chiachi Hwang
- Center for Biofilm Engineering , Montana State University , Bozeman , Montana 59717 , United States
| | - Matthew W Fields
- Department of Microbiology and Immunology , Montana State University , Bozeman , Montana 59717 , United States
- Center for Biofilm Engineering , Montana State University , Bozeman , Montana 59717 , United States
| | - Judy D Wall
- Department of Biochemistry , University of Missouri , Columbia , Missouri 65211 , United States
| | - Cynthia C Gilmour
- Smithsonian Environmental Research Center , Edgewater , Maryland 21037 , United States
| | - Dwayne A Elias
- Biosciences Division , Oak Ridge National Laboratory , Oak Ridge , Tennessee 37831-6342 , United States
| |
Collapse
|
25
|
Amann RI, Baichoo S, Blencowe BJ, Bork P, Borodovsky M, Brooksbank C, Chain PSG, Colwell RR, Daffonchio DG, Danchin A, de Lorenzo V, Dorrestein PC, Finn RD, Fraser CM, Gilbert JA, Hallam SJ, Hugenholtz P, Ioannidis JPA, Jansson JK, Kim JF, Klenk HP, Klotz MG, Knight R, Konstantinidis KT, Kyrpides NC, Mason CE, McHardy AC, Meyer F, Ouzounis CA, Patrinos AAN, Podar M, Pollard KS, Ravel J, Muñoz AR, Roberts RJ, Rosselló-Móra R, Sansone SA, Schloss PD, Schriml LM, Setubal JC, Sorek R, Stevens RL, Tiedje JM, Turjanski A, Tyson GW, Ussery DW, Weinstock GM, White O, Whitman WB, Xenarios I. Consent insufficient for data release-Response. Science 2019; 364:446. [PMID: 31048484 DOI: 10.1126/science.aax7509] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
|
26
|
Amann RI, Baichoo S, Blencowe BJ, Bork P, Borodovsky M, Brooksbank C, Chain PSG, Colwell RR, Daffonchio DG, Danchin A, de Lorenzo V, Dorrestein PC, Finn RD, Fraser CM, Gilbert JA, Hallam SJ, Hugenholtz P, Ioannidis JPA, Jansson JK, Kim JF, Klenk HP, Klotz MG, Knight R, Konstantinidis KT, Kyrpides NC, Mason CE, McHardy AC, Meyer F, Ouzounis CA, Patrinos AAN, Podar M, Pollard KS, Ravel J, Muñoz AR, Roberts RJ, Rosselló-Móra R, Sansone SA, Schloss PD, Schriml LM, Setubal JC, Sorek R, Stevens RL, Tiedje JM, Turjanski A, Tyson GW, Ussery DW, Weinstock GM, White O, Whitman WB, Xenarios I. Toward unrestricted use of public genomic data. Science 2019; 363:350-352. [PMID: 30679363 DOI: 10.1126/science.aaw1280] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Publication interests should not limit access to public data
Collapse
|
27
|
Jarett JK, Nayfach S, Podar M, Inskeep W, Ivanova NN, Munson-McGee J, Schulz F, Young M, Jay ZJ, Beam JP, Kyrpides NC, Malmstrom RR, Stepanauskas R, Woyke T. Single-cell genomics of co-sorted Nanoarchaeota suggests novel putative host associations and diversification of proteins involved in symbiosis. Microbiome 2018; 6:161. [PMID: 30223889 PMCID: PMC6142677 DOI: 10.1186/s40168-018-0539-8] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 08/26/2018] [Indexed: 05/20/2023]
Abstract
BACKGROUND Nanoarchaeota are obligate symbionts of other Archaea first discovered 16 years ago, yet little is known about this largely uncultivated taxon. While Nanoarchaeota diversity has been detected in a variety of habitats using 16S rRNA gene surveys, genome sequences have been available for only three Nanoarchaeota and their hosts. The host range and adaptation of Nanoarchaeota to a wide range of environmental conditions has thus largely remained elusive. Single-cell genomics is an ideal approach to address these questions as Nanoarchaeota can be isolated while still attached to putative hosts, enabling the exploration of cell-cell interactions and fine-scale genomic diversity. RESULTS From 22 single amplified genomes (SAGs) from three hot springs in Yellowstone National Park, we derived a genome-based phylogeny of the phylum Nanoarchaeota, linking it to global 16S rRNA gene diversity. By exploiting sequencing of co-sorted tightly attached cells, we associated Nanoarchaeota with 6 novel putative hosts, 2 of which were found in multiple SAGs, and showed that the same host species may associate with multiple species of Nanoarchaeota. Comparison of single nucleotide polymorphisms (SNPs) within a population of Nanoarchaeota SAGs indicated that Nanoarchaeota attached to a single host cell in situ are likely clonal. In addition to an overall pattern of purifying selection, we found significantly higher densities of non-synonymous SNPs in hypothetical cell surface proteins, as compared to other functional categories. Genes implicated in interactions in other obligate microbe-microbe symbioses, including those encoding a cytochrome bd-I ubiquinol oxidase and a FlaJ/TadC homologue possibly involved in type IV pili production, also had relatively high densities of non-synonymous SNPs. CONCLUSIONS This population genetics study of Nanoarchaeota greatly expands the known potential host range of the phylum and hints at what genes may be involved in adaptation to diverse environments or different hosts. We provide the first evidence that Nanoarchaeota cells attached to the same host cell are clonal and propose a hypothesis for how clonality may occur despite diverse symbiont populations.
Collapse
Affiliation(s)
| | | | - Mircea Podar
- Oak Ridge National Laboratory, Oak Ridge, TN USA
- Department of Microbiology, University of Tennessee, Knoxville, TN USA
| | - William Inskeep
- Department of Land Resources and Environmental Sciences, Montana State University, Bozeman, MT USA
| | | | - Jacob Munson-McGee
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT USA
| | | | - Mark Young
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, MT USA
| | - Zackary J. Jay
- Department of Land Resources and Environmental Sciences, Montana State University, Bozeman, MT USA
| | - Jacob P. Beam
- Department of Land Resources and Environmental Sciences, Montana State University, Bozeman, MT USA
- Bigelow Laboratory for Ocean Sciences, East Boothbay, ME USA
| | | | | | | | - Tanja Woyke
- DOE Joint Genome Institute, Walnut Creek, CA USA
| |
Collapse
|
28
|
Liang X, Whitham JM, Holwerda EK, Shao X, Tian L, Wu YW, Lombard V, Henrissat B, Klingeman DM, Yang ZK, Podar M, Richard TL, Elkins JG, Brown SD, Lynd LR. Development and characterization of stable anaerobic thermophilic methanogenic microbiomes fermenting switchgrass at decreasing residence times. Biotechnol Biofuels 2018; 11:243. [PMID: 30202438 PMCID: PMC6126044 DOI: 10.1186/s13068-018-1238-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Accepted: 08/27/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND Anaerobic fermentation of lignocellulose occurs in both natural and managed environments, and is an essential part of the carbon cycle as well as a promising route to sustainable production of fuels and chemicals. Lignocellulose solubilization by mixed microbiomes is important in these contexts. RESULTS Here, we report the development of stable switchgrass-fermenting enrichment cultures maintained at various residence times and moderately high (55 °C) temperatures. Anaerobic microbiomes derived from a digester inoculum were incubated at 55 °C and fed semi-continuously with medium containing 30 g/L mid-season harvested switchgrass to achieve residence times (RT) of 20, 10, 5, and 3.3 days. Stable, time-invariant cellulolytic methanogenic cultures with minimal accumulation of organic acids were achieved for all RTs. Fractional carbohydrate solubilization was 0.711, 0.654, 0.581 and 0.538 at RT = 20, 10, 5 and 3.3 days, respectively, and glucan solubilization was proportional to xylan solubilization at all RTs. The rate of solubilization was described well by the equation r = k(C - C0fr), where C represents the concentration of unutilized carbohydrate, C0 is the concentration of carbohydrate (cellulose and hemicellulose) entering the bioreactor and fr is the extrapolated fraction of entering carbohydrate that is recalcitrant at infinite residence time. The 3.3 day RT is among the shortest RT reported for stable thermophilic, methanogenic digestion of a lignocellulosic feedstock. 16S rDNA phylotyping and metagenomic analyses were conducted to characterize the effect of RT on community dynamics and to infer functional roles in the switchgrass to biogas conversion to the various microbial taxa. Firmicutes were the dominant phylum, increasing in relative abundance from 54 to 96% as RT decreased. A Clostridium clariflavum strain with genetic markers for xylose metabolism was the most abundant lignocellulose-solubilizing bacterium. A Thermotogae (Defluviitoga tunisiensis) was the most abundant bacterium in switchgrass digesters at RT = 20 days but decreased in abundance at lower RTs as did multiple Chloroflexi. Synergistetes and Euryarchaeota were present at roughly constant levels over the range of RTs examined. CONCLUSIONS A system was developed in which stable methanogenic steady-states were readily obtained with a particulate biomass feedstock, mid-season switchgrass, at laboratory (1 L) scale. Characterization of the extent and rate of carbohydrate solubilization in combination with 16S rDNA and metagenomic sequencing provides a multi-dimensional view of performance, species composition, glycoside hydrolases, and metabolic function with varying residence time. These results provide a point of reference and guidance for future studies and organism development efforts involving defined cultures.
Collapse
Affiliation(s)
- Xiaoyu Liang
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755 USA
- BioEnergy Sciences Center, Oak Ridge, TN 37830 USA
| | - Jason M. Whitham
- BioEnergy Sciences Center, Oak Ridge, TN 37830 USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830 USA
| | - Evert K. Holwerda
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755 USA
- BioEnergy Sciences Center, Oak Ridge, TN 37830 USA
| | - Xiongjun Shao
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755 USA
- BioEnergy Sciences Center, Oak Ridge, TN 37830 USA
| | - Liang Tian
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755 USA
- BioEnergy Sciences Center, Oak Ridge, TN 37830 USA
| | - Yu-Wei Wu
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, 106 Taiwan
| | - Vincent Lombard
- CNRS, UMR 7257, Aix-Marseille University, 13288 Marseille, France
- INRA, USC 1408 AFMB, 13288 Marseille, France
| | - Bernard Henrissat
- CNRS, UMR 7257, Aix-Marseille University, 13288 Marseille, France
- INRA, USC 1408 AFMB, 13288 Marseille, France
- Department of Biological Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Dawn M. Klingeman
- BioEnergy Sciences Center, Oak Ridge, TN 37830 USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830 USA
| | - Zamin K. Yang
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830 USA
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830 USA
| | - Tom L. Richard
- Department of Agricultural and Biological Engineering, The Pennsylvania State University, University Park, State College, PA 16802 USA
| | - James G. Elkins
- BioEnergy Sciences Center, Oak Ridge, TN 37830 USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830 USA
| | - Steven D. Brown
- BioEnergy Sciences Center, Oak Ridge, TN 37830 USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830 USA
- Present Address: LanzaTech, Inc., Skokie, IL 60077 USA
| | - Lee R. Lynd
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755 USA
- BioEnergy Sciences Center, Oak Ridge, TN 37830 USA
| |
Collapse
|
29
|
St John E, Liu Y, Podar M, Stott MB, Meneghin J, Chen Z, Lagutin K, Mitchell K, Reysenbach AL. A new symbiotic nanoarchaeote (Candidatus Nanoclepta minutus) and its host (Zestosphaera tikiterensis gen. nov., sp. nov.) from a New Zealand hot spring. Syst Appl Microbiol 2018; 42:94-106. [PMID: 30195930 DOI: 10.1016/j.syapm.2018.08.005] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 08/08/2018] [Accepted: 08/08/2018] [Indexed: 01/22/2023]
Abstract
Three thermophilic Nanoarchaeota-Crenarchaeota symbiotic systems have been described. We obtained another stable anaerobic enrichment culture at 80°C, pH 6.0 from a New Zealand hot spring. The nanoarchaeote (Ncl-1) and its host (NZ3T) were isolated in co-culture and their genomes assembled. The small (∼200nm) flagellated cocci were often attached to larger cocci. Based on 16S rRNA gene similarity (88.4%) and average amino acid identity (52%), Ncl-1 is closely related to Candidatus Nanopusillus acidilobi. Their genomes both encode for archaeal flagella and partial glycolysis and gluconeogenesis pathways, but lack ATP synthase genes. Like Nanoarchaeum equitans, Ncl-1 has a CRISPR-Cas system. Ncl-1 also relies on its crenarchaeotal host for most of its biosynthetic needs. The host NZ3T was isolated and grows on proteinaceous substrates but not on sugars, alcohols, or fatty acids. NZ3T requires thiosulfate and grows best at 82°C, pH 6.0. NZ3T is most closely related to the Desulfurococcaceae, Ignisphaera aggregans (∼92% 16S rRNA gene sequence similarity, 45% AAI). Based on phylogenetic, physiological and genomic data, Ncl-1 and NZ3T represent novel genera in the Nanoarchaeota and the Desulfurococcaceae, respectively, with the proposed names Candidatus Nanoclepta minutus and Zestosphaera tikiterensis gen. nov., sp. nov., type strain NZ3T (=DSMZ 107634T=OCM 1213T).
Collapse
Affiliation(s)
- Emily St John
- Biology Department, Portland State University, Portland, OR 97201, USA
| | - Yitai Liu
- Biology Department, Portland State University, Portland, OR 97201, USA
| | - Mircea Podar
- Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA; Department of Microbiology, University of Tennessee, Knoxville, TN 37996, USA
| | - Matthew B Stott
- School of Biological Sciences, University of Canterbury, Christchurch 8140, New Zealand
| | - Jennifer Meneghin
- Biology Department, Portland State University, Portland, OR 97201, USA
| | - Zhiqiang Chen
- Center for Electron Microscopy and Nanofabrication, Portland State University, Portland, OR 97201, USA
| | | | | | | |
Collapse
|
30
|
Bowers RM, Kyrpides NC, Stepanauskas R, Harmon-Smith M, Doud D, Reddy TBK, Schulz F, Jarett J, Rivers AR, Eloe-Fadrosh EA, Tringe SG, Ivanova NN, Copeland A, Clum A, Becraft ED, Malmstrom RR, Birren B, Podar M, Bork P, Weinstock GM, Garrity GM, Dodsworth JA, Yooseph S, Sutton G, Glöckner FO, Gilbert JA, Nelson WC, Hallam SJ, Jungbluth SP, Ettema TJG, Tighe S, Konstantinidis KT, Liu WT, Baker BJ, Rattei T, Eisen JA, Hedlund B, McMahon KD, Fierer N, Knight R, Finn R, Cochrane G, Karsch-Mizrachi I, Tyson GW, Rinke C, Lapidus A, Meyer F, Yilmaz P, Parks DH, Eren AM, Schriml L, Banfield JF, Hugenholtz P, Woyke T. Corrigendum: Minimum information about a single amplified genome (MISAG) and a metagenome-assembled genome (MIMAG) of bacteria and archaea. Nat Biotechnol 2018; 36:660. [PMID: 29979671 PMCID: PMC7608355 DOI: 10.1038/nbt0718-660a] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
|
31
|
Beall CJ, Campbell AG, Griffen AL, Podar M, Leys EJ. Genomics of the Uncultivated, Periodontitis-Associated Bacterium Tannerella sp. BU045 (Oral Taxon 808). mSystems 2018; 3:e00018-18. [PMID: 29896567 PMCID: PMC5989130 DOI: 10.1128/msystems.00018-18] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Accepted: 05/17/2018] [Indexed: 12/11/2022] Open
Abstract
Despite decades of research into the human oral microbiome, many species remain uncultivated. The technique of single-cell whole-genome amplification and sequencing provides a means of deriving genome sequences for species that can be informative on biological function and suggest pathways to cultivation. Tannerella forsythia has long been known to be highly associated with chronic periodontitis and to cause periodontitis-like symptoms in experimental animals, and Tannerella sp. BU045 (human oral taxon 808) is an uncultivated relative of this organism. In this work, we extend our previous sequencing of the Tannerella sp. BU063 (human oral taxon 286) genome by sequencing amplified genomes from 11 cells of Tannerella sp. BU045, including 3 genomes that are at least 90% complete. Tannerella sp. BU045 is more closely related to Tannerella sp. BU063 than to T. forsythia by gene content and average nucleotide identity. However, two independent data sets of association with periodontitis, one based on 16S rRNA gene abundance and the other based on gene expression in a metatranscriptomic data set, show that Tannerella sp. BU045 is more highly associated with disease than Tannerella sp. BU063. Comparative genomics shows genes and functions that are shared or unique to the different species, which may direct further research of the pathogenesis of chronic periodontitis. IMPORTANCE Periodontitis (gum disease) affects 47% of adults over 30 in the United States (P. I. Eke, B. A. Dye, L. Wei, G. O. Thornton-Evans, R. J. Genco, et al., J Dent Res 91:914-920, 2012), and it cost between $39 and $396 billion worldwide in 2015 (A. J. Righolt, M. Jevdjevic, W. Marcenes, and S. Listl, J Dent Res, 17 January 2018, https://doi.org/10.1177/0022034517750572). Many bacteria associated with the disease are known only by the DNA sequence of their 16S rRNA gene. In this publication, amplification and sequencing of DNA from single bacterial cells are used to obtain nearly complete genomes of Tannerella sp. BU045, a species of bacteria that is more prevalent in patients with periodontitis than in healthy patients. Comparing the complete genome of this bacterium to genomes of related bacterial species will help to better understand periodontitis and may help to grow this organism in pure culture, which would allow a better understanding of its role in the mouth.
Collapse
Affiliation(s)
- Clifford J. Beall
- Division of Biosciences, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - Alisha G. Campbell
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- Genome Science and Technology, University of Tennessee, Knoxville, Tennessee, USA
| | - Ann L. Griffen
- Division of Pediatric Dentistry, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- Genome Science and Technology, University of Tennessee, Knoxville, Tennessee, USA
| | - Eugene J. Leys
- Division of Biosciences, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| |
Collapse
|
32
|
Lee LL, Blumer-Schuette SE, Izquierdo JA, Zurawski JV, Loder AJ, Conway JM, Elkins JG, Podar M, Clum A, Jones PC, Piatek MJ, Weighill DA, Jacobson DA, Adams MWW, Kelly RM. Genus-Wide Assessment of Lignocellulose Utilization in the Extremely Thermophilic Genus Caldicellulosiruptor by Genomic, Pangenomic, and Metagenomic Analyses. Appl Environ Microbiol 2018; 84:e02694-17. [PMID: 29475869 PMCID: PMC5930323 DOI: 10.1128/aem.02694-17] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2017] [Accepted: 02/16/2018] [Indexed: 11/20/2022] Open
Abstract
Metagenomic data from Obsidian Pool (Yellowstone National Park, USA) and 13 genome sequences were used to reassess genus-wide biodiversity for the extremely thermophilic Caldicellulosiruptor The updated core genome contains 1,401 ortholog groups (average genome size for 13 species = 2,516 genes). The pangenome, which remains open with a revised total of 3,493 ortholog groups, encodes a variety of multidomain glycoside hydrolases (GHs). These include three cellulases with GH48 domains that are colocated in the glucan degradation locus (GDL) and are specific determinants for microcrystalline cellulose utilization. Three recently sequenced species, Caldicellulosiruptor sp. strain Rt8.B8 (renamed here Caldicellulosiruptor morganii), Thermoanaerobacter cellulolyticus strain NA10 (renamed here Caldicellulosiruptor naganoensis), and Caldicellulosiruptor sp. strain Wai35.B1 (renamed here Caldicellulosiruptor danielii), degraded Avicel and lignocellulose (switchgrass). C. morganii was more efficient than Caldicellulosiruptor bescii in this regard and differed from the other 12 species examined, both based on genome content and organization and in the specific domain features of conserved GHs. Metagenomic analysis of lignocellulose-enriched samples from Obsidian Pool revealed limited new information on genus biodiversity. Enrichments yielded genomic signatures closely related to that of Caldicellulosiruptor obsidiansis, but there was also evidence for other thermophilic fermentative anaerobes (Caldanaerobacter, Fervidobacterium, Caloramator, and Clostridium). One enrichment, containing 89.8% Caldicellulosiruptor and 9.7% Caloramator, had a capacity for switchgrass solubilization comparable to that of C. bescii These results refine the known biodiversity of Caldicellulosiruptor and indicate that microcrystalline cellulose degradation at temperatures above 70°C, based on current information, is limited to certain members of this genus that produce GH48 domain-containing enzymes.IMPORTANCE The genus Caldicellulosiruptor contains the most thermophilic bacteria capable of lignocellulose deconstruction, which are promising candidates for consolidated bioprocessing for the production of biofuels and bio-based chemicals. The focus here is on the extant capability of this genus for plant biomass degradation and the extent to which this can be inferred from the core and pangenomes, based on analysis of 13 species and metagenomic sequence information from environmental samples. Key to microcrystalline hydrolysis is the content of the glucan degradation locus (GDL), a set of genes encoding glycoside hydrolases (GHs), several of which have GH48 and family 3 carbohydrate binding module domains, that function as primary cellulases. Resolving the relationship between the GDL and lignocellulose degradation will inform efforts to identify more prolific members of the genus and to develop metabolic engineering strategies to improve this characteristic.
Collapse
Affiliation(s)
- Laura L Lee
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - Sara E Blumer-Schuette
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - Javier A Izquierdo
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - Jeffrey V Zurawski
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - Andrew J Loder
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - Jonathan M Conway
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - James G Elkins
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Alicia Clum
- DOE Joint Genome Institute, Walnut Creek, California, USA
| | - Piet C Jones
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Marek J Piatek
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | | | - Daniel A Jacobson
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Michael W W Adams
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| | - Robert M Kelly
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| |
Collapse
|
33
|
Vishnivetskaya TA, Hu H, Van Nostrand JD, Wymore AM, Xu X, Qiu G, Feng X, Zhou J, Brown SD, Brandt CC, Podar M, Gu B, Elias DA. Microbial community structure with trends in methylation gene diversity and abundance in mercury-contaminated rice paddy soils in Guizhou, China. Environ Sci Process Impacts 2018; 20:673-685. [PMID: 29504614 DOI: 10.1039/c7em00558j] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Paddy soils from mercury (Hg)-contaminated rice fields in Guizhou, China were studied with respect to total mercury (THg) and methylmercury (MeHg) concentrations as well as Bacterial and Archaeal community composition. Total Hg (0.25-990 μg g-1) and MeHg (1.3-30.5 ng g-1) varied between samples. Pyrosequencing (454 FLX) of the hypervariable v1-v3 regions of the 16S rRNA genes showed that Proteobacteria, Actinobacteria, Chloroflexi, Acidobacteria, Euryarchaeota, and Crenarchaeota were dominant in all samples. The Bacterial α-diversity was higher in samples with relatively Low THg and MeHg and decreased with increasing THg and MeHg concentrations. In contrast, Archaeal α-diversity increased with increasing of MeHg concentrations but did not correlate with changes in THg concentrations. Overall, the methylation gene hgcAB copy number increased with both increasing THg and MeHg concentrations. The microbial communities at High THg and High MeHg appear to be adapted by species that are both Hg resistant and carry hgcAB genes for MeHg production. The relatively high abundance of both sulfate-reducing δ-Proteobacteria and methanogenic Archaea, as well as their positive correlations with increasing THg and MeHg concentrations, suggests that these microorganisms are the primary Hg-methylators in the rice paddy soils in Guizhou, China.
Collapse
|
34
|
Abstract
Methylmercury (MeHg) production was compared among nine cultured methanogenic archaea that contain hgcAB, a gene pair that codes for mercury (Hg) methylation. The methanogens tested produced MeHg at inherently different rates, even when normalized to growth rate and Hg availability. Eight of the nine tested were capable of MeHg production greater than that of spent- and uninoculated-medium controls during batch culture growth. Methanococcoides methylutens, an hgcAB+ strain with a fused gene pair, was unable to produce more MeHg than controls. Maximal conversion of Hg to MeHg through a full batch culture growth cycle for each species (except M. methylutens) ranged from 2 to >50% of the added Hg(II) or between 0.2 and 17 pmol of MeHg/mg of protein. Three of the species produced >10% MeHg. The ability to produce MeHg was confirmed in several hgcAB+ methanogens that had not previously been tested (Methanocella paludicola SANAE, Methanocorpusculum bavaricum, Methanofollis liminatans GKZPZ, and Methanosphaerula palustris E1-9c). Maximal methylation was observed at low sulfide concentrations (<100 μM) and in the presence of 0.5 to 5 mM cysteine. For M. hollandica, the addition of up to 5 mM cysteine enhanced MeHg production and cell growth in a concentration-dependent manner. As observed for bacterial Hg methylators, sulfide inhibited MeHg production. An initial evaluation of sulfide and thiol impacts on bioavailability showed methanogens responding to Hg complexation in the same way as do Deltaproteobacteria The mercury methylation rates of several methanogens rival those of the better-studied Hg-methylating sulfate- and iron-reducing DeltaproteobacteriaIMPORTANCEArchaea, specifically methanogenic organisms, play a role in mercury methylation in nature, but their global importance to MeHg production and the subsequent risk to ecosystems are not known. Methanogenesis has been linked to Hg methylation in several natural habitats where methylmercury production incurs risk to people and ecosystems, including rice paddies and permafrost. In this study, we confirm that most methanogens carrying the hgcAB gene pair are capable of Hg methylation. We found that methylation rates vary inherently among hgcAB+ methanogens but that several species are capable of MeHg production at rates that rival those of the better-know Hg-methylating sulfate- and iron-reducing bacteria. Methanogens may need to be considered equally with sulfate and iron reducers in evaluations of MeHg production in nature.
Collapse
Affiliation(s)
| | | | - Alyssa McBurney
- Smithsonian Environmental Research Center, Edgewater, Maryland, USA
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Dwayne A Elias
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| |
Collapse
|
35
|
Bowers RM, Kyrpides NC, Stepanauskas R, Harmon-Smith M, Doud D, Reddy TBK, Schulz F, Jarett J, Rivers AR, Eloe-Fadrosh EA, Tringe SG, Ivanova NN, Copeland A, Clum A, Becraft ED, Malmstrom RR, Birren B, Podar M, Bork P, Weinstock GM, Garrity GM, Dodsworth JA, Yooseph S, Sutton G, Glöckner FO, Gilbert JA, Nelson WC, Hallam SJ, Jungbluth SP, Ettema TJG, Tighe S, Konstantinidis KT, Liu WT, Baker BJ, Rattei T, Eisen JA, Hedlund B, McMahon KD, Fierer N, Knight R, Finn R, Cochrane G, Karsch-Mizrachi I, Tyson GW, Rinke C, Lapidus A, Meyer F, Yilmaz P, Parks DH, Eren AM, Schriml L, Banfield JF, Hugenholtz P, Woyke T. Corrigendum: Minimum information about a single amplified genome (MISAG) and a metagenome-assembled genome (MIMAG) of bacteria and archaea. Nat Biotechnol 2018; 36:196. [PMID: 29406516 PMCID: PMC7609277 DOI: 10.1038/nbt0218-196a] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
|
36
|
Bowers RM, Kyrpides NC, Stepanauskas R, Harmon-Smith M, Doud D, Reddy TBK, Schulz F, Jarett J, Rivers AR, Eloe-Fadrosh EA, Tringe SG, Ivanova NN, Copeland A, Clum A, Becraft ED, Malmstrom RR, Birren B, Podar M, Bork P, Weinstock GM, Garrity GM, Dodsworth JA, Yooseph S, Sutton G, Glöckner FO, Gilbert JA, Nelson WC, Hallam SJ, Jungbluth SP, Ettema TJG, Tighe S, Konstantinidis KT, Liu WT, Baker BJ, Rattei T, Eisen JA, Hedlund B, McMahon KD, Fierer N, Knight R, Finn R, Cochrane G, Karsch-Mizrachi I, Tyson GW, Rinke C, Lapidus A, Meyer F, Yilmaz P, Parks DH, Eren AM, Schriml L, Banfield JF, Hugenholtz P, Woyke T. Minimum information about a single amplified genome (MISAG) and a metagenome-assembled genome (MIMAG) of bacteria and archaea. Nat Biotechnol 2017; 35:725-731. [PMID: 28787424 PMCID: PMC6436528 DOI: 10.1038/nbt.3893] [Citation(s) in RCA: 975] [Impact Index Per Article: 139.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2016] [Accepted: 04/27/2017] [Indexed: 12/20/2022]
Abstract
Standards for sequencing the microbial 'uncultivated majority', namely bacterial and archaeal single-cell genome sequences, and genome sequences from metagenomic datasets, are proposed. We present two standards developed by the Genomic Standards Consortium (GSC) for reporting bacterial and archaeal genome sequences. Both are extensions of the Minimum Information about Any (x) Sequence (MIxS). The standards are the Minimum Information about a Single Amplified Genome (MISAG) and the Minimum Information about a Metagenome-Assembled Genome (MIMAG), including, but not limited to, assembly quality, and estimates of genome completeness and contamination. These standards can be used in combination with other GSC checklists, including the Minimum Information about a Genome Sequence (MIGS), Minimum Information about a Metagenomic Sequence (MIMS), and Minimum Information about a Marker Gene Sequence (MIMARKS). Community-wide adoption of MISAG and MIMAG will facilitate more robust comparative genomic analyses of bacterial and archaeal diversity.
Collapse
Affiliation(s)
- Robert M Bowers
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | - Nikos C Kyrpides
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | | | | | - Devin Doud
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | - T B K Reddy
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | - Frederik Schulz
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | - Jessica Jarett
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | - Adam R Rivers
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA.,United States Department of Agriculture, Agricultural Research Service, Genomics and Bioinformatics Research Unit, Gainesville, Florida, USA
| | | | - Susannah G Tringe
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA.,School of Natural Sciences, University of California Merced, Merced, California, USA
| | - Natalia N Ivanova
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | - Alex Copeland
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | - Alicia Clum
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | - Eric D Becraft
- Bigelow Laboratory for Ocean Sciences, East Boothbay, Maine, USA
| | - Rex R Malmstrom
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA
| | | | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oakridge Tennessee, USA
| | - Peer Bork
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - George M Weinstock
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut, USA
| | - George M Garrity
- Department of Microbiology &Molecular Genetics, Biomedical Physical Sciences, Michigan State University, East Lansing, Michigan, USA
| | - Jeremy A Dodsworth
- Department of Biology, California State University, San Bernardino, California, USA
| | - Shibu Yooseph
- J. Craig Venter Institute, San Diego, California, USA
| | | | - Frank O Glöckner
- Microbial Genomics and Bioinformatics Research Group, Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Jack A Gilbert
- Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA.,Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - William C Nelson
- Biological Sciences Division, Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA
| | - Steven J Hallam
- Department of Microbiology &Immunology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sean P Jungbluth
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA.,Center for Dark Energy Biosphere Investigation, University of Southern California, Los Angeles, California, USA
| | - Thijs J G Ettema
- Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Scott Tighe
- Advanced Genomics Lab, University of Vermont Cancer Center, Burlington Vermont, USA
| | | | - Wen-Tso Liu
- Department of Civil and Environmental Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Brett J Baker
- Department of Marine Science, University of Texas-Austin, Marine Science Institute, Austin, Texas, USA
| | - Thomas Rattei
- Department of Microbiology and Ecosystem Science, University of Vienna, Vienna, Austria
| | | | - Brian Hedlund
- School of Life Sciences, University of Nevada Las Vegas, Las Vegas, Nevada, USA.,Nevada Institute of Personalized Medicine, University of Nevada Las Vegas, Las Vegas, Nevada, USA
| | - Katherine D McMahon
- Department of Civil and Environmental Engineering, University of Wisconsin-Madison, Madison, Wisconsin, USA.,Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Noah Fierer
- Cooperative Institute for Research in Environmental Sciences, University of Colorado, Boulder, Colorado, USA.,Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado, USA
| | - Rob Knight
- Center for Microbiome Innovation, and Departments of Pediatrics and Computer Science &Engineering, University of California San Diego, La Jolla, California, USA
| | - Rob Finn
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Welcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - Guy Cochrane
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Welcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - Ilene Karsch-Mizrachi
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA
| | - Gene W Tyson
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | - Christian Rinke
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | | | - Alla Lapidus
- Centre for Algorithmic Biotechnology, ITBM, St. Petersburg State University, St. Petersburg, Russia
| | - Folker Meyer
- Biosciences Division, Argonne National Laboratory, Argonne, Illinois, USA
| | - Pelin Yilmaz
- Microbial Genomics and Bioinformatics Research Group, Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Donovan H Parks
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | - A M Eren
- Knapp Center for Biomedical Discovery, Chicago, Illinois, USA
| | - Lynn Schriml
- National Cancer Institute, Frederick, Maryland, USA
| | - Jillian F Banfield
- Department of Earth and Planetary Science, University of California, Berkeley, California, USA
| | - Philip Hugenholtz
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | - Tanja Woyke
- Department of Energy Joint Genome Institute, Walnut Creek, California, USA.,School of Natural Sciences, University of California Merced, Merced, California, USA
| |
Collapse
|
37
|
Andrei AŞ, Baricz A, Robeson MS, Păuşan MR, Tămaş T, Chiriac C, Szekeres E, Barbu-Tudoran L, Levei EA, Coman C, Podar M, Banciu HL. Hypersaline sapropels act as hotspots for microbial dark matter. Sci Rep 2017; 7:6150. [PMID: 28733590 PMCID: PMC5522462 DOI: 10.1038/s41598-017-06232-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 06/12/2017] [Indexed: 12/04/2022] Open
Abstract
Present-day terrestrial analogue sites are crucial ground truth proxies for studying life in geochemical conditions close to those assumed to be present on early Earth or inferred to exist on other celestial bodies (e.g. Mars, Europa). Although hypersaline sapropels are border-of-life habitats with moderate occurrence, their microbiological and physicochemical characterization lags behind. Here, we study the diversity of life under low water activity by describing the prokaryotic communities from two disparate hypersaline sapropels (Transylvanian Basin, Romania) in relation to geochemical milieu and pore water chemistry, while inferring their role in carbon cycling by matching taxa to known taxon-specific biogeochemical functions. The polyphasic approach combined deep coverage SSU rRNA gene amplicon sequencing and bioinformatics with RT-qPCR and physicochemical investigations. We found that sapropels developed an analogous elemental milieu and harbored prokaryotes affiliated with fifty-nine phyla, among which the most abundant were Proteobacteria, Bacteroidetes and Chloroflexi. Containing thirty-two candidate divisions and possibly undocumented prokaryotic lineages, the hypersaline sapropels were found to accommodate one of the most diverse and novel ecosystems reported to date and may contribute to completing the phylogenetic branching of the tree of life.
Collapse
Affiliation(s)
- Adrian-Ştefan Andrei
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeş-Bolyai University, Cluj-Napoca, Romania. .,Institute of Hydrobiology, Department of Aquatic Microbial Ecology, Biology Center of the Academy of Sciences of the Czech Republic, České Budějovice, Czech Republic.
| | - Andreea Baricz
- National Institute of Research and Development for Biological Sciences (NIRDBS), Institute of Biological Research, Cluj-Napoca, Romania
| | - Michael Scott Robeson
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA.,Interstitial Genomics, LLC, Longmont, 80501, Colorado, USA
| | | | - Tudor Tămaş
- Department of Geology, Faculty of Biology and Geology, Babeş-Bolyai University, Cluj-Napoca, Romania
| | - Cecilia Chiriac
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeş-Bolyai University, Cluj-Napoca, Romania.,National Institute of Research and Development for Biological Sciences (NIRDBS), Institute of Biological Research, Cluj-Napoca, Romania
| | - Edina Szekeres
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeş-Bolyai University, Cluj-Napoca, Romania.,National Institute of Research and Development for Biological Sciences (NIRDBS), Institute of Biological Research, Cluj-Napoca, Romania
| | - Lucian Barbu-Tudoran
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeş-Bolyai University, Cluj-Napoca, Romania
| | - Erika Andrea Levei
- INCDO-INOE 2000, Research Institute for Analytical Instrumentation, Cluj-Napoca, Romania
| | - Cristian Coman
- National Institute of Research and Development for Biological Sciences (NIRDBS), Institute of Biological Research, Cluj-Napoca, Romania
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Horia Leonard Banciu
- Department of Molecular Biology and Biotechnology, Faculty of Biology and Geology, Babeş-Bolyai University, Cluj-Napoca, Romania.
| |
Collapse
|
38
|
Heimerl T, Flechsler J, Pickl C, Heinz V, Salecker B, Zweck J, Wanner G, Geimer S, Samson RY, Bell SD, Huber H, Wirth R, Wurch L, Podar M, Rachel R. A Complex Endomembrane System in the Archaeon Ignicoccus hospitalis Tapped by Nanoarchaeum equitans. Front Microbiol 2017; 8:1072. [PMID: 28659892 PMCID: PMC5468417 DOI: 10.3389/fmicb.2017.01072] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Accepted: 05/29/2017] [Indexed: 11/25/2022] Open
Abstract
Based on serial sectioning, focused ion beam scanning electron microscopy (FIB/SEM), and electron tomography, we depict in detail the highly unusual anatomy of the marine hyperthermophilic crenarchaeon, Ignicoccus hospitalis. Our data support a complex and dynamic endomembrane system consisting of cytoplasmic protrusions, and with secretory function. Moreover, we reveal that the cytoplasm of the putative archaeal ectoparasite Nanoarchaeum equitans can get in direct contact with this endomembrane system, complementing and explaining recent proteomic, transcriptomic and metabolomic data on this inter-archaeal relationship. In addition, we identified a matrix of filamentous structures and/or tethers in the voluminous inter-membrane compartment (IMC) of I. hospitalis, which might be responsible for membrane dynamics. Overall, this unusual cellular compartmentalization, ultrastructure and dynamics in an archaeon that belongs to the recently proposed TACK superphylum prompts speculation that the eukaryotic endomembrane system might originate from Archaea.
Collapse
Affiliation(s)
- Thomas Heimerl
- LOEWE Research Center for Synthetic Microbiology (SYNMIKRO), Philipps University of MarburgMarburg, Germany
| | | | - Carolin Pickl
- Plant Development and Electron Microscopy, Biocenter LMUMunich, Germany
| | - Veronika Heinz
- Center for Electron Microscopy, University of RegensburgRegensburg, Germany
| | - Benjamin Salecker
- Center for Electron Microscopy, University of RegensburgRegensburg, Germany
| | - Josef Zweck
- Institute of Experimental and Applied Physics, University of RegensburgRegensburg, Germany
| | - Gerhard Wanner
- Plant Development and Electron Microscopy, Biocenter LMUMunich, Germany
| | - Stefan Geimer
- Cell Biology and Electron Microscopy, University of BayreuthBayreuth, Germany
| | - Rachel Y Samson
- Molecular and Cellular Biochemistry Department, Indiana UniversityBloomington, IN, United States
| | - Stephen D Bell
- Molecular and Cellular Biochemistry Department, Indiana UniversityBloomington, IN, United States
| | - Harald Huber
- Microbiology Department, University of RegensburgRegensburg, Germany
| | - Reinhard Wirth
- Microbiology Department, University of RegensburgRegensburg, Germany
| | - Louie Wurch
- Biosciences Division, Oak Ridge National LaboratoryOak Ridge, TN, United States.,Microbiology Department, University of TennesseeKnoxville, TN, United States
| | - Mircea Podar
- Biosciences Division, Oak Ridge National LaboratoryOak Ridge, TN, United States.,Microbiology Department, University of TennesseeKnoxville, TN, United States
| | - Reinhard Rachel
- Center for Electron Microscopy, University of RegensburgRegensburg, Germany
| |
Collapse
|
39
|
Rawle RA, Hamerly T, Tripet BP, Giannone RJ, Wurch L, Hettich RL, Podar M, Copié V, Bothner B. Multi-omics analysis provides insight to the Ignicoccus hospitalis-Nanoarchaeum equitans association. Biochim Biophys Acta Gen Subj 2017; 1861:2218-2227. [PMID: 28591626 DOI: 10.1016/j.bbagen.2017.06.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Revised: 05/13/2017] [Accepted: 06/02/2017] [Indexed: 12/27/2022]
Abstract
BACKGROUND Studies of interspecies interactions are inherently difficult due to the complex mechanisms which enable these relationships. A model system for studying interspecies interactions is the marine hyperthermophiles Ignicoccus hospitalis and Nanoarchaeum equitans. Recent independently-conducted 'omics' analyses have generated insights into the molecular factors modulating this association. However, significant questions remain about the nature of the interactions between these archaea. METHODS We jointly analyzed multiple levels of omics datasets obtained from published, independent transcriptomics, proteomics, and metabolomics analyses. DAVID identified functionally-related groups enriched when I. hospitalis is grown alone or in co-culture with N. equitans. Enriched molecular pathways were subsequently visualized using interaction maps generated using STRING. RESULTS Key findings of our multi-level omics analysis indicated that I. hospitalis provides precursors to N. equitans for energy metabolism. Analysis indicated an overall reduction in diversity of metabolic precursors in the I. hospitalis-N. equitans co-culture, which has been connected to the differential use of ribosomal subunits and was previously unnoticed. We also identified differences in precursors linked to amino acid metabolism, NADH metabolism, and carbon fixation, providing new insights into the metabolic adaptions of I. hospitalis enabling the growth of N. equitans. CONCLUSIONS This multi-omics analysis builds upon previously identified cellular patterns while offering new insights into mechanisms that enable the I. hospitalis-N. equitans association. GENERAL SIGNIFICANCE Our study applies statistical and visualization techniques to a mixed-source omics dataset to yield a more global insight into a complex system, that was not readily discernable from separate omics studies.
Collapse
Affiliation(s)
- Rachel A Rawle
- Department of Microbiology, Montana State University, Bozeman, MT 59717, United States; Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, United States
| | - Timothy Hamerly
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, United States
| | - Brian P Tripet
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, United States
| | | | - Louie Wurch
- Oak Ridge National Laboratory, Oak Ridge, TN 37831, United States; Department of Microbiology, University of Tennessee, Knoxville, TN 37996, United States
| | - Robert L Hettich
- Oak Ridge National Laboratory, Oak Ridge, TN 37831, United States
| | - Mircea Podar
- Oak Ridge National Laboratory, Oak Ridge, TN 37831, United States; Department of Microbiology, University of Tennessee, Knoxville, TN 37996, United States
| | - Valerie Copié
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, United States; Thermal Biology Institute, Montana State University, Bozeman, MT 59717, United States.
| | - Brian Bothner
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, United States; Thermal Biology Institute, Montana State University, Bozeman, MT 59717, United States.
| |
Collapse
|
40
|
King AJ, Preheim SP, Bailey KL, Robeson MS, Roy Chowdhury T, Crable BR, Hurt RA, Mehlhorn T, Lowe KA, Phelps TJ, Palumbo AV, Brandt CC, Brown SD, Podar M, Zhang P, Lancaster WA, Poole F, Watson DB, W Fields M, Chandonia JM, Alm EJ, Zhou J, Adams MWW, Hazen TC, Arkin AP, Elias DA. Temporal Dynamics of In-Field Bioreactor Populations Reflect the Groundwater System and Respond Predictably to Perturbation. Environ Sci Technol 2017; 51:2879-2889. [PMID: 28112946 DOI: 10.1021/acs.est.6b04751] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Temporal variability complicates testing the influences of environmental variability on microbial community structure and thus function. An in-field bioreactor system was developed to assess oxic versus anoxic manipulations on in situ groundwater communities. Each sample was sequenced (16S SSU rRNA genes, average 10,000 reads), and biogeochemical parameters are monitored by quantifying 53 metals, 12 organic acids, 14 anions, and 3 sugars. Changes in dissolved oxygen (DO), pH, and other variables were similar across bioreactors. Sequencing revealed a complex community that fluctuated in-step with the groundwater community and responded to DO. This also directly influenced the pH, and so the biotic impacts of DO and pH shifts are correlated. A null model demonstrated that bioreactor communities were driven in part not only by experimental conditions but also by stochastic variability and did not accurately capture alterations in diversity during perturbations. We identified two groups of abundant OTUs important to this system; one was abundant in high DO and pH and contained heterotrophs and oxidizers of iron, nitrite, and ammonium, whereas the other was abundant in low DO with the capability to reduce nitrate. In-field bioreactors are a powerful tool for capturing natural microbial community responses to alterations in geochemical factors beyond the bulk phase.
Collapse
Affiliation(s)
- Andrew J King
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
| | - Sarah P Preheim
- Department of Environmental Health and Enginering, Johns Hopkins University , Baltimore, Maryland 21218, United States
| | - Kathryn L Bailey
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
| | - Michael S Robeson
- Fish, Wildlife and Conservation Biology, Colorado State University , Fort Collins, Colorado 80523, United States
| | - Taniya Roy Chowdhury
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
| | - Bryan R Crable
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
| | - Richard A Hurt
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
- Department of Civil and Environmental Engineering, University of Tennessee , Knoxville, Tennessee 37996, United States
| | - Tonia Mehlhorn
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
| | - Kenneth A Lowe
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
| | - Tommy J Phelps
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
| | - Anthony V Palumbo
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
| | - Craig C Brandt
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
| | - Steven D Brown
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
- Department of Civil and Environmental Engineering, University of Tennessee , Knoxville, Tennessee 37996, United States
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
- Department of Civil and Environmental Engineering, University of Tennessee , Knoxville, Tennessee 37996, United States
| | - Ping Zhang
- Department of Microbiology and Plant Biology, University of Oklahoma , Norman, Oklahoma 73019, United States
| | - W Andrew Lancaster
- Department of Biochemistry and Molecular Biology, University of Georgia , Athens, Georgia 30602, United States
| | - Farris Poole
- Department of Biochemistry and Molecular Biology, University of Georgia , Athens, Georgia 30602, United States
| | - David B Watson
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
| | - Matthew W Fields
- Department of Microbiology & Immunology, Montana State University , Bozeman, Montana 59717, United States
| | - John-Marc Chandonia
- Environmental Genomics and Systems Biology Division, Lawrence Berkley National Laboratory , Berkley, California 94720, United States
| | - Eric J Alm
- Civil and Environmental Engineering and Biological Engineering, Massachusets Institute of Technology , Cambridge, Massachusetts 02139, United States
| | - Jizhong Zhou
- Department of Microbiology and Plant Biology, University of Oklahoma , Norman, Oklahoma 73019, United States
| | - Michael W W Adams
- Department of Biochemistry and Molecular Biology, University of Georgia , Athens, Georgia 30602, United States
| | - Terry C Hazen
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
- Department of Civil and Environmental Engineering, University of Tennessee , Knoxville, Tennessee 37996, United States
| | - Adam P Arkin
- Environmental Genomics and Systems Biology Division, Lawrence Berkley National Laboratory , Berkley, California 94720, United States
| | - Dwayne A Elias
- Biosciences Division, Oak Ridge National Laboratory , P.O. Box 2008, MS-6036, Oak Ridge, Tennessee 37831-6036, United States
- Department of Civil and Environmental Engineering, University of Tennessee , Knoxville, Tennessee 37996, United States
| |
Collapse
|
41
|
Utturkar SM, Cude WN, Robeson MS, Yang ZK, Klingeman DM, Land ML, Allman SL, Lu TYS, Brown SD, Schadt CW, Podar M, Doktycz MJ, Pelletier DA. Enrichment of Root Endophytic Bacteria from Populus deltoides and Single-Cell-Genomics Analysis. Appl Environ Microbiol 2016; 82:5698-708. [PMID: 27422831 PMCID: PMC5007785 DOI: 10.1128/aem.01285-16] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Accepted: 07/07/2016] [Indexed: 12/11/2022] Open
Abstract
UNLABELLED Bacterial endophytes that colonize Populus trees contribute to nutrient acquisition, prime immunity responses, and directly or indirectly increase both above- and below-ground biomasses. Endophytes are embedded within plant material, so physical separation and isolation are difficult tasks. Application of culture-independent methods, such as metagenome or bacterial transcriptome sequencing, has been limited due to the predominance of DNA from the plant biomass. Here, we describe a modified differential and density gradient centrifugation-based protocol for the separation of endophytic bacteria from Populus roots. This protocol achieved substantial reduction in contaminating plant DNA, allowed enrichment of endophytic bacteria away from the plant material, and enabled single-cell genomics analysis. Four single-cell genomes were selected for whole-genome amplification based on their rarity in the microbiome (potentially uncultured taxa) as well as their inferred abilities to form associations with plants. Bioinformatics analyses, including assembly, contamination removal, and completeness estimation, were performed to obtain single-amplified genomes (SAGs) of organisms from the phyla Armatimonadetes, Verrucomicrobia, and Planctomycetes, which were unrepresented in our previous cultivation efforts. Comparative genomic analysis revealed unique characteristics of each SAG that could facilitate future cultivation efforts for these bacteria. IMPORTANCE Plant roots harbor a diverse collection of microbes that live within host tissues. To gain a comprehensive understanding of microbial adaptations to this endophytic lifestyle from strains that cannot be cultivated, it is necessary to separate bacterial cells from the predominance of plant tissue. This study provides a valuable approach for the separation and isolation of endophytic bacteria from plant root tissue. Isolated live bacteria provide material for microbiome sequencing, single-cell genomics, and analyses of genomes of uncultured bacteria to provide genomics information that will facilitate future cultivation attempts.
Collapse
Affiliation(s)
- Sagar M Utturkar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, Tennessee, USA
| | - W Nathan Cude
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Michael S Robeson
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Zamin K Yang
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Dawn M Klingeman
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Miriam L Land
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Steve L Allman
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Tse-Yuan S Lu
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Steven D Brown
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | | | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Mitchel J Doktycz
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Dale A Pelletier
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| |
Collapse
|
42
|
Bird JT, Baker BJ, Probst AJ, Podar M, Lloyd KG. Culture Independent Genomic Comparisons Reveal Environmental Adaptations for Altiarchaeales. Front Microbiol 2016; 7:1221. [PMID: 27547202 PMCID: PMC4975002 DOI: 10.3389/fmicb.2016.01221] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Accepted: 07/22/2016] [Indexed: 02/01/2023] Open
Abstract
The recently proposed candidatus order Altiarchaeales remains an uncultured archaeal lineage composed of genetically diverse, globally widespread organisms frequently observed in anoxic subsurface environments. In spite of 15 years of studies on the psychrophilic biofilm-producing Candidatus Altiarchaeum hamiconexum and its close relatives, very little is known about the phylogenetic and functional diversity of the widespread free-living marine members of this taxon. From methanogenic sediments in the White Oak River Estuary, NC, USA, we sequenced a single cell amplified genome (SAG), WOR_SM1_SCG, and used it to identify and refine two high-quality genomes from metagenomes, WOR_SM1_79 and WOR_SM1_86-2, from the same site. These three genomic reconstructions form a monophyletic group, which also includes three previously published genomes from metagenomes from terrestrial springs and a SAG from Sakinaw Lake in a group previously designated as pMC2A384. A synapomorphic mutation in the Altiarchaeales tRNA synthetase β subunit, pheT, caused the protein to be encoded as two subunits at non-adjacent loci. Consistent with the terrestrial spring clades, our estuarine genomes contained a near-complete autotrophic metabolism, H2 or CO as potential electron donors, a reductive acetyl-CoA pathway for carbon fixation, and methylotroph-like NADP(H)-dependent dehydrogenase. Phylogenies based on 16S rRNA genes and concatenated conserved proteins identified two distinct sub-clades of Altiarchaeales, Alti-1 populated by organisms from actively flowing springs, and Alti-2 which was more widespread, diverse, and not associated with visible mats. The core Alti-1 genome suggested Alti-1 is adapted for the stream environment with lipopolysaccharide production capacity and extracellular hami structures. The core Alti-2 genome suggested members of this clade are free-living with distinct mechanisms for energy maintenance, motility, osmoregulation, and sulfur redox reactions. These data suggested that the hamus structures found in Candidatus Altiarchaeum hamiconexum are not present outside of stream-adapted Altiarchaeales. Homologs to a Na(+) transporter and membrane bound coenzyme A disulfide reductase that were unique to the brackish sediment Alti-2 genomes, could indicate adaptations to the estuarine, sulfur-rich environment.
Collapse
Affiliation(s)
- Jordan T Bird
- Department of Microbiology, University of Tennessee at Knoxville, Knoxville TN, USA
| | - Brett J Baker
- Department of Marine Science, University of Texas at Austin, Marine Science Institute, Port Aransas TX, USA
| | - Alexander J Probst
- Department of Earth and Planetary Science, University of California at Berkeley, Berkeley CA, USA
| | - Mircea Podar
- Department of Microbiology, University of Tennessee at Knoxville, KnoxvilleTN, USA; Biosciences Division, Oak Ridge National Laboratory, Oak RidgeTN, USA
| | - Karen G Lloyd
- Department of Microbiology, University of Tennessee at Knoxville, Knoxville TN, USA
| |
Collapse
|
43
|
Wurch L, Giannone RJ, Belisle BS, Swift C, Utturkar S, Hettich RL, Reysenbach AL, Podar M. Genomics-informed isolation and characterization of a symbiotic Nanoarchaeota system from a terrestrial geothermal environment. Nat Commun 2016; 7:12115. [PMID: 27378076 PMCID: PMC4935971 DOI: 10.1038/ncomms12115] [Citation(s) in RCA: 103] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Accepted: 06/01/2016] [Indexed: 02/06/2023] Open
Abstract
Biological features can be inferred, based on genomic data, for many microbial lineages that remain uncultured. However, cultivation is important for characterizing an organism's physiology and testing its genome-encoded potential. Here we use single-cell genomics to infer cultivation conditions for the isolation of an ectosymbiotic Nanoarchaeota (‘Nanopusillus acidilobi') and its host (Acidilobus, a crenarchaeote) from a terrestrial geothermal environment. The cells of ‘Nanopusillus' are among the smallest known cellular organisms (100–300 nm). They appear to have a complete genetic information processing machinery, but lack almost all primary biosynthetic functions as well as respiration and ATP synthesis. Genomic and proteomic comparison with its distant relative, the marine Nanoarchaeum equitans illustrate an ancient, common evolutionary history of adaptation of the Nanoarchaeota to ectosymbiosis, so far unique among the Archaea. Many microbial lineages have not yet been cultured, which hampers our understanding of their physiology. Here, Wurch et al. use single-cell genomics to infer cultivation conditions for the isolation of a tiny ectosymbiotic nanoarchaeon and its crenarchaeota host from a geothermal spring.
Collapse
Affiliation(s)
- Louie Wurch
- Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA.,Department of Microbiology, University of Tennessee, Knoxville, Tennessee 37996, USA
| | | | - Bernard S Belisle
- Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA.,Department of Microbiology, University of Tennessee, Knoxville, Tennessee 37996, USA
| | - Carolyn Swift
- Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA.,Department of Microbiology, University of Tennessee, Knoxville, Tennessee 37996, USA
| | - Sagar Utturkar
- Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA
| | - Robert L Hettich
- Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA.,Department of Microbiology, University of Tennessee, Knoxville, Tennessee 37996, USA
| | | | - Mircea Podar
- Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA.,Department of Microbiology, University of Tennessee, Knoxville, Tennessee 37996, USA
| |
Collapse
|
44
|
D'Amore R, Ijaz UZ, Schirmer M, Kenny JG, Gregory R, Darby AC, Shakya M, Podar M, Quince C, Hall N. A comprehensive benchmarking study of protocols and sequencing platforms for 16S rRNA community profiling. BMC Genomics 2016; 17:55. [PMID: 26763898 PMCID: PMC4712552 DOI: 10.1186/s12864-015-2194-9] [Citation(s) in RCA: 237] [Impact Index Per Article: 29.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 11/05/2015] [Indexed: 11/10/2022] Open
Abstract
Background In the last 5 years, the rapid pace of innovations and improvements in sequencing technologies has completely changed the landscape of metagenomic and metagenetic experiments. Therefore, it is critical to benchmark the various methodologies for interrogating the composition of microbial communities, so that we can assess their strengths and limitations. The most common phylogenetic marker for microbial community diversity studies is the 16S ribosomal RNA gene and in the last 10 years the field has moved from sequencing a small number of amplicons and samples to more complex studies where thousands of samples and multiple different gene regions are interrogated. Results We assembled 2 synthetic communities with an even (EM) and uneven (UM) distribution of archaeal and bacterial strains and species, as metagenomic control material, to assess performance of different experimental strategies. The 2 synthetic communities were used in this study, to highlight the limitations and the advantages of the leading sequencing platforms: MiSeq (Illumina), The Pacific Biosciences RSII, 454 GS-FLX/+ (Roche), and IonTorrent (Life Technologies). We describe an extensive survey based on synthetic communities using 3 experimental designs (fusion primers, universal tailed tag, ligated adaptors) across the 9 hypervariable 16S rDNA regions. We demonstrate that library preparation methodology can affect data interpretation due to different error and chimera rates generated during the procedure. The observed community composition was always biased, to a degree that depended on the platform, sequenced region and primer choice. However, crucially, our analysis suggests that 16S rRNA sequencing is still quantitative, in that relative changes in abundance of taxa between samples can be recovered, despite these biases. Conclusion We have assessed a range of experimental conditions across several next generation sequencing platforms using the most up-to-date configurations. We propose that the choice of sequencing platform and experimental design needs to be taken into consideration in the early stage of a project by running a small trial consisting of several hypervariable regions to quantify the discriminatory power of each region. We also suggest that the use of a synthetic community as a positive control would be beneficial to identify the potential biases and procedural drawbacks that may lead to data misinterpretation. The results of this study will serve as a guideline for making decisions on which experimental condition and sequencing platform to consider to achieve the best microbial profiling. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-2194-9) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Rosalinda D'Amore
- Institute of Integrative Biology, University of Liverpool, Liverpool, L69 7ZB, UK.
| | | | - Melanie Schirmer
- School of Engineering, University of Glasgow, Glasgow, G12 8LT, UK.
| | - John G Kenny
- Institute of Integrative Biology, University of Liverpool, Liverpool, L69 7ZB, UK.
| | - Richard Gregory
- Institute of Integrative Biology, University of Liverpool, Liverpool, L69 7ZB, UK.
| | - Alistair C Darby
- Institute of Integrative Biology, University of Liverpool, Liverpool, L69 7ZB, UK
| | - Migun Shakya
- Department of Biological Sciences, Dartmouth College, Hanover, NH03755, USA.
| | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, 37831, TN, USA.
| | | | - Neil Hall
- Institute of Integrative Biology, University of Liverpool, Liverpool, L69 7ZB, UK.
| |
Collapse
|
45
|
Podar M, Gilmour CC, Brandt CC, Soren A, Brown SD, Crable BR, Palumbo AV, Somenahally AC, Elias DA. Global prevalence and distribution of genes and microorganisms involved in mercury methylation. Sci Adv 2015; 1:e1500675. [PMID: 26601305 PMCID: PMC4646819 DOI: 10.1126/sciadv.1500675] [Citation(s) in RCA: 259] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 08/05/2015] [Indexed: 05/20/2023]
Abstract
Mercury (Hg) methylation produces the neurotoxic, highly bioaccumulative methylmercury (MeHg). The highly conserved nature of the recently identified Hg methylation genes hgcAB provides a foundation for broadly evaluating spatial and niche-specific patterns of microbial Hg methylation potential in nature. We queried hgcAB diversity and distribution in >3500 publicly available microbial metagenomes, encompassing a broad range of environments and generating a new global view of Hg methylation potential. The hgcAB genes were found in nearly all anaerobic (but not aerobic) environments, including oxygenated layers of the open ocean. Critically, hgcAB was effectively absent in ~1500 human and mammalian microbiomes, suggesting a low risk of endogenous MeHg production. New potential methylation habitats were identified, including invertebrate digestive tracts, thawing permafrost soils, coastal "dead zones," soils, sediments, and extreme environments, suggesting multiple routes for MeHg entry into food webs. Several new taxonomic groups capable of methylating Hg emerged, including lineages having no cultured representatives. Phylogenetic analysis points to an evolutionary relationship between hgcA and genes encoding corrinoid iron-sulfur proteins functioning in the ancient Wood-Ljungdahl carbon fixation pathway, suggesting that methanogenic Archaea may have been the first to perform these biotransformations.
Collapse
Affiliation(s)
- Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Cynthia C. Gilmour
- Smithsonian Environmental Research Center, Edgewater, MD 21037–0028, USA
| | - Craig C. Brandt
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Allyson Soren
- Smithsonian Environmental Research Center, Edgewater, MD 21037–0028, USA
| | - Steven D. Brown
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Bryan R. Crable
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Anthony V. Palumbo
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Anil C. Somenahally
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
- Department of Soil and Crop Sciences, Texas A&M University, Overton, TX 75684, USA
| | - Dwayne A. Elias
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
- Corresponding author. E-mail:
| |
Collapse
|
46
|
Hamerly T, Tripet BP, Tigges M, Giannone RJ, Wurch L, Hettich RL, Podar M, Copié V, Bothner B. Untargeted metabolomics studies employing NMR and LC-MS reveal metabolic coupling between Nanoarcheum equitans and its archaeal host Ignicoccus hospitalis. Metabolomics 2015; 11:895-907. [PMID: 26273237 PMCID: PMC4529127 DOI: 10.1007/s11306-014-0747-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Interspecies interactions are the basis of microbial community formation and infectious diseases. Systems biology enables the construction of complex models describing such interactions, leading to a better understanding of disease states and communities. However, before interactions between complex organisms can be understood, metabolic and energetic implications of simpler real-world host-microbe systems must be worked out. To this effect, untargeted metabolomics experiments were conducted and integrated with proteomics data to characterize key molecular-level interactions between two hyperthermophilic microbial species, both of which have reduced genomes. Metabolic changes and transfer of metabolites between the archaea Ignicoccus hospitalis and Nanoarcheum equitans were investigated using integrated LC-MS and NMR metabolomics. The study of such a system is challenging, as no genetic tools are available, growth in the laboratory is challenging, and mechanisms by which they interact are unknown. Together with information about relative enzyme levels obtained from shotgun proteomics, the metabolomics data provided useful insights into metabolic pathways and cellular networks of I. hospitalis that are impacted by the presence of N. equitans, including arginine, isoleucine, and CTP biosynthesis. On the organismal level, the data indicate that N. equitans exploits metabolites generated by I. hospitalis to satisfy its own metabolic needs. This finding is based on N. equitans's consumption of a significant fraction of the metabolite pool in I. hospitalis that cannot solely be attributed to increased biomass production for N. equitans. Combining LC-MS and NMR metabolomics datasets improved coverage of the metabolome and enhanced the identification and quantitation of cellular metabolites.
Collapse
Affiliation(s)
- Timothy Hamerly
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717
| | - Brian P. Tripet
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717
| | - Michelle Tigges
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717
| | | | - Louie Wurch
- Oak Ridge National Laboratory, Oak Ridge, TN 37831
- Department of Microbiology, University of Tennessee, Knoxville, TN 37996
| | | | - Mircea Podar
- Oak Ridge National Laboratory, Oak Ridge, TN 37831
- Department of Microbiology, University of Tennessee, Knoxville, TN 37996
| | - Valerie Copié
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717
- Thermal Biology Institute, Montana State University, Bozeman, MT 59717
| | - Brian Bothner
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717
- Thermal Biology Institute, Montana State University, Bozeman, MT 59717
| |
Collapse
|
47
|
Giannone RJ, Wurch LL, Podar M, Hettich RL. Rescuing Those Left Behind: Recovering and Characterizing Underdigested Membrane and Hydrophobic Proteins To Enhance Proteome Measurement Depth. Anal Chem 2015; 87:7720-8. [DOI: 10.1021/acs.analchem.5b01187] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- Richard J. Giannone
- Chemical
Sciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, Tennessee 37831, United States
| | - Louie L. Wurch
- Biosciences
Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, Tennessee 37831, United States
- Department
of Biology, James Madison University, Harrisonburg, Virginia 22807, United States
| | - Mircea Podar
- Biosciences
Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, Tennessee 37831, United States
- Department
of Microbiology, University of Tennessee, Knoxville, Tennessee 37996, United States
| | - Robert L. Hettich
- Chemical
Sciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, Tennessee 37831, United States
| |
Collapse
|
48
|
Andrei AŞ, Robeson MS, Baricz A, Coman C, Muntean V, Ionescu A, Etiope G, Alexe M, Sicora CI, Podar M, Banciu HL. Contrasting taxonomic stratification of microbial communities in two hypersaline meromictic lakes. ISME J 2015; 9:2642-56. [PMID: 25932617 DOI: 10.1038/ismej.2015.60] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2014] [Revised: 02/14/2015] [Accepted: 03/18/2015] [Indexed: 11/09/2022]
Abstract
Hypersaline meromictic lakes are extreme environments in which water stratification is associated with powerful physicochemical gradients and high salt concentrations. Furthermore, their physical stability coupled with vertical water column partitioning makes them important research model systems in microbial niche differentiation and biogeochemical cycling. Here, we compare the prokaryotic assemblages from Ursu and Fara Fund hypersaline meromictic lakes (Transylvanian Basin, Romania) in relation to their limnological factors and infer their role in elemental cycling by matching taxa to known taxon-specific biogeochemical functions. To assess the composition and structure of prokaryotic communities and the environmental factors that structure them, deep-coverage small subunit (SSU) ribosomal RNA (rDNA) amplicon sequencing, community domain-specific quantitative PCR and physicochemical analyses were performed on samples collected along depth profiles. The analyses showed that the lakes harbored multiple and diverse prokaryotic communities whose distribution mirrored the water stratification patterns. Ursu Lake was found to be dominated by Bacteria and to have a greater prokaryotic diversity than Fara Fund Lake that harbored an increased cell density and was populated mostly by Archaea within oxic strata. In spite of their contrasting diversity, the microbial populations indigenous to each lake pointed to similar physiological functions within carbon degradation and sulfate reduction. Furthermore, the taxonomy results coupled with methane detection and its stable C isotope composition indicated the presence of a yet-undescribed methanogenic group in the lakes' hypersaline monimolimnion. In addition, ultrasmall uncultivated archaeal lineages were detected in the chemocline of Fara Fund Lake, where the recently proposed Nanohaloarchaeota phylum was found to thrive.
Collapse
Affiliation(s)
- Adrian-Ştefan Andrei
- Institute for Interdisciplinary Research in Bio-Nano-Sciences, Molecular Biology Center, Babeş-Bolyai University, Cluj-Napoca, Romania.,Department of Molecular Biology and Biotechnology, Babeş-Bolyai University, Cluj-Napoca, Romania
| | - Michael S Robeson
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA.,Fish, Wildlife and Conservation Biology, Colorado State University, Fort Collins, CO, USA
| | - Andreea Baricz
- Department of Molecular Biology and Biotechnology, Babeş-Bolyai University, Cluj-Napoca, Romania.,National Institute of Research and Development for Biological Sciences (NIRDBS), Institute of Biological Research, Cluj-Napoca, Romania
| | - Cristian Coman
- Department of Molecular Biology and Biotechnology, Babeş-Bolyai University, Cluj-Napoca, Romania.,National Institute of Research and Development for Biological Sciences (NIRDBS), Institute of Biological Research, Cluj-Napoca, Romania
| | - Vasile Muntean
- Department of Molecular Biology and Biotechnology, Babeş-Bolyai University, Cluj-Napoca, Romania
| | - Artur Ionescu
- Faculty of Environmental Science and Engineering, Babeş-Bolyai University, Cluj-Napoca, Romania
| | - Giuseppe Etiope
- Faculty of Environmental Science and Engineering, Babeş-Bolyai University, Cluj-Napoca, Romania.,Istituto Nazionale di Geofisica e Vulcanologia, Rome, Italy
| | - Mircea Alexe
- Faculty of Geography, Babeş-Bolyai University, Cluj-Napoca, Romania
| | | | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA.,Department of Microbiology, University of Tennessee, Knoxville, TN, USA
| | - Horia Leonard Banciu
- Institute for Interdisciplinary Research in Bio-Nano-Sciences, Molecular Biology Center, Babeş-Bolyai University, Cluj-Napoca, Romania.,Department of Molecular Biology and Biotechnology, Babeş-Bolyai University, Cluj-Napoca, Romania
| |
Collapse
|
49
|
Coman C, Chiriac CM, Robeson MS, Ionescu C, Dragos N, Barbu-Tudoran L, Andrei AŞ, Banciu HL, Sicora C, Podar M. Structure, mineralogy, and microbial diversity of geothermal spring microbialites associated with a deep oil drilling in Romania. Front Microbiol 2015; 6:253. [PMID: 25870594 PMCID: PMC4378309 DOI: 10.3389/fmicb.2015.00253] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Accepted: 03/14/2015] [Indexed: 02/01/2023] Open
Abstract
Modern mineral deposits play an important role in evolutionary studies by providing clues to the formation of ancient lithified microbial communities. Here we report the presence of microbialite-forming microbial mats in different microenvironments at 32°C, 49°C, and 65°C around the geothermal spring from an abandoned oil drill in Ciocaia, Romania. The mineralogy and the macro- and microstructure of the microbialites were investigated, together with their microbial diversity based on a 16S rRNA gene amplicon sequencing approach. The calcium carbonate is deposited mainly in the form of calcite. At 32°C and 49°C, the microbialites show a laminated structure with visible microbial mat-carbonate crystal interactions. At 65°C, the mineral deposit is clotted, without obvious organic residues. Partial 16S rRNA gene amplicon sequencing showed that the relative abundance of the phylum Archaea was low at 32°C (<0.5%) but increased significantly at 65°C (36%). The bacterial diversity was either similar to other microbialites described in literature (the 32°C sample) or displayed a specific combination of phyla and classes (the 49°C and 65°C samples). Bacterial taxa were distributed among 39 phyla, out of which 14 had inferred abundances >1%. The dominant bacterial groups at 32°C were Cyanobacteria, Gammaproteobacteria, Firmicutes, Bacteroidetes, Chloroflexi, Thermi, Actinobacteria, Planctomycetes, and Defferibacteres. At 49°C, there was a striking dominance of the Gammaproteobacteria, followed by Firmicutes, Bacteroidetes, and Armantimonadetes. The 65°C sample was dominated by Betaproteobacteria, Firmicutes, [OP1], Defferibacteres, Thermi, Thermotogae, [EM3], and Nitrospirae. Several groups from Proteobacteria and Firmicutes, together with Halobacteria and Melainabacteria were described for the first time in calcium carbonate deposits. Overall, the spring from Ciocaia emerges as a valuable site to probe microbes-minerals interrelationships along thermal and geochemical gradients.
Collapse
Affiliation(s)
- Cristian Coman
- Taxonomy and Ecology, Algology, National Institute of Research and Development for Biological Sciences, Institute of Biological Research Cluj-Napoca, Romania ; Molecular Biology and Biotechnology Department, Faculty of Biology and Geology, Babeş-Bolyai University Cluj-Napoca, Romania
| | - Cecilia M Chiriac
- Taxonomy and Ecology, Algology, National Institute of Research and Development for Biological Sciences, Institute of Biological Research Cluj-Napoca, Romania ; Molecular Biology and Biotechnology Department, Faculty of Biology and Geology, Babeş-Bolyai University Cluj-Napoca, Romania
| | - Michael S Robeson
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA ; Fish, Wildlife, and Conservation Biology, Colorado State University Fort Collins, CO, USA
| | - Corina Ionescu
- Geology Department, Faculty of Biology and Geology, Babeş-Bolyai University Cluj-Napoca, Romania ; Kazan (Volga Region) Federal University Tatarstan, Russia
| | - Nicolae Dragos
- Taxonomy and Ecology, Algology, National Institute of Research and Development for Biological Sciences, Institute of Biological Research Cluj-Napoca, Romania ; Molecular Biology and Biotechnology Department, Faculty of Biology and Geology, Babeş-Bolyai University Cluj-Napoca, Romania
| | - Lucian Barbu-Tudoran
- Electron Microscopy Center, Faculty of Biology and Geology, Babeş-Bolyai University Cluj-Napoca, Romania
| | - Adrian-Ştefan Andrei
- Molecular Biology and Biotechnology Department, Faculty of Biology and Geology, Babeş-Bolyai University Cluj-Napoca, Romania ; Molecular Biology Center, Institute for Interdisciplinary Research on Bio-Nano-Sciences, Babeş-Bolyai University Cluj-Napoca, Romania
| | - Horia L Banciu
- Molecular Biology and Biotechnology Department, Faculty of Biology and Geology, Babeş-Bolyai University Cluj-Napoca, Romania ; Molecular Biology Center, Institute for Interdisciplinary Research on Bio-Nano-Sciences, Babeş-Bolyai University Cluj-Napoca, Romania
| | | | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA
| |
Collapse
|
50
|
Vishnivetskaya TA, Hamilton-Brehm SD, Podar M, Mosher JJ, Palumbo AV, Phelps TJ, Keller M, Elkins JG. Community analysis of plant biomass-degrading microorganisms from Obsidian Pool, Yellowstone National Park. Microb Ecol 2015; 69:333-345. [PMID: 25319238 DOI: 10.1007/s00248-014-0500-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2014] [Accepted: 09/16/2014] [Indexed: 06/04/2023]
Abstract
The conversion of lignocellulosic biomass into biofuels can potentially be improved by employing robust microorganisms and enzymes that efficiently deconstruct plant polysaccharides at elevated temperatures. Many of the geothermal features of Yellowstone National Park (YNP) are surrounded by vegetation providing a source of allochthonic material to support heterotrophic microbial communities adapted to utilize plant biomass as a primary carbon and energy source. In this study, a well-known hot spring environment, Obsidian Pool (OBP), was examined for potential biomass-active microorganisms using cultivation-independent and enrichment techniques. Analysis of 33,684 archaeal and 43,784 bacterial quality-filtered 16S rRNA gene pyrosequences revealed that archaeal diversity in the main pool was higher than bacterial; however, in the vegetated area, overall bacterial diversity was significantly higher. Of notable interest was a flooded depression adjacent to OBP supporting a stand of Juncus tweedyi, a heat-tolerant rush commonly found growing near geothermal features in YNP. The microbial community from heated sediments surrounding the plants was enriched in members of the Firmicutes including potentially (hemi)cellulolytic bacteria from the genera Clostridium, Anaerobacter, Caloramator, Caldicellulosiruptor, and Thermoanaerobacter. Enrichment cultures containing model and real biomass substrates were established at a wide range of temperatures (55-85 °C). Microbial activity was observed up to 80 °C on all substrates including Avicel, xylan, switchgrass, and Populus sp. Independent of substrate, Caloramator was enriched at lower (<65 °C) temperatures while highly active cellulolytic bacteria Caldicellulosiruptor were dominant at high (>65 °C) temperatures.
Collapse
Affiliation(s)
- Tatiana A Vishnivetskaya
- BioEnergy Science Center, Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | | | | | | | | | | | | | | |
Collapse
|