Abstract
Antarctic active volcanoes can disperse pyroclastic minerals at long distances, transporting nutrients and microorganisms to the surrounding glacial environment. The sedimented volcanic materials – called tephras – may interact with glacier ice and produce a unique environment for microbial life. This study aimed to describe the microbial community structure of an Antarctic glacier ice with tephra layers in terms of its taxonomic and functional diversity. Ice samples from Collins Glacier (King George Island) containing tephra layers of Deception Island volcano were analyzed by a whole shotgun metagenomic approach. Taxonomic analysis revealed a highly diverse community dominated by phyla Bacteroidetes, Cyanobacteria and Proteobacteria. The dominant genera were Chitinophaga (13%), Acidobacterium (8%), and Cyanothece (4%), being all of these known to include psychrotolerant and psychrophilic strains. Functional diversity analysis revealed almost complete carbon, nitrogen and sulfur biogeochemical cycles. Carbohydrate metabolism of the ice-tephra community uses both organic and inorganic carbon inputs, where photosynthesis plays an important role through CO2 fixation. Our results also demonstrate a biotechnological potential for this glacial community, with functional annotations for styrene degradation and carotenoid pigment genes. Future metatranscriptomic studies shall further reveal the active strategies and the biotechnology potential of extremophiles from this unique ice-tephra microbial community.
Key words
Antarctica; bioinformatics; glacier ice; metagenomics; tephra
INTRODUCTION
The Antarctic continent is among the 85% of the Biosphere in which temperatures are permanently cold — mostly close to or below 0°C (Moliné et al. 2014MOLINÉ M, LIBKIND D, DE GARCIA V & GIRAUDO MR. 2014. Production of Pigments and Photo-Protective Compounds by Cold-Adapted Yeasts. In: Buzzini P & Margesin R (Eds), Cold-adapted Yeasts, Springer-Verlag Berlin Heidelberg, p. 193-224. DOI:10.1007/978-3-642-39681-6_9.). Although it presents heterogeneous conditions among niches, the extremes are a constant in this continent. Terrestrial landscapes currently considered as ice-free areas are limited to around 0.3% of the total Antarctic continent (Convey et al. 2008CONVEY P, GIBSON JAE, HILLENBRAND CD, HODGSON DA, PUGH PJA, SMELLIE JL & STEVENS MI. 2008. Antarctic terrestrial life - challenging the history of the frozen continent? Biol Rev 83: 103-117. DOI:10.1111/j.1469-185X.2008.00034.x.), and average annual precipitation rarely exceeds 200 mm (Carvalho et al. 2018CARVALHO EL, MACIEL LF, MACEDO PE, DEZORDI FZ, ABREU MET, VICTÓRIA FC, PEREIRA AB, BOLDO JT, WALLAU GL & PINTO PM. 2018. De novo Assembly and Annotation of the Antarctic Alga Prasiola crispa Transcriptome. Front Mol Biosci 4: 89. DOI:10.3389/fmolb.2017.00089.). Thus, almost the whole continent imposes cold desert conditions for life (Núñez-Montero & Barrientos 2018NÚÑEZ-MONTERO K & BARRIENTOS L. 2018. Advances in Antarctic Research for Antimicrobial Discovery: A Comprehensive Narrative Review of Bacteria from Antarctic Environments as Potential Sources of Novel Antibiotic Compounds Against Human Pathogens and Microorganisms of Industrial Importance. Antibiotics 7: 90. DOI:10.3390/antibiotics7040090.). In fact, Antarctica can be considered the coldest, driest, and windiest continent on Earth (Bratchkova & Ivanova 2011BRATCHKOVA A & IVANOVA V. 2011. Bioactive Metabolites Produced by Microorganisms Collected in Antarctica and the Arctic. Biotechnol Biotechnol Equip 25: 1-7. DOI:10.5504/BBEQ.2011.0116.). Furthermore, Antarctica’s huge ice sheet increases the reflection of incoming solar radiation, intensifying cold conditions and further escalating the incidence of ultraviolet (UV) radiation (Selbmann et al. 2014SELBMANN L, ZUCCONI L, ISOLA D & ONOFRI S. 2014. Rock black fungi: excellence in the extremes, from the Antarctic to space. Curr Genet 61(3): 335-345. DOI:10.1007/s00294-014-0457-7., Marizcurrena et al. 2017MARIZCURRENA JJ, MOREL MA, BRAÑA V, MORALES D, MARTINEZ-LÓPEZ W & CASTRO-SOWINSKI S. 2017. Searching for novel photolyases in UVC-resistant Antarctic bacteria. Extremophiles 21: 409-418. DOI:10.1007/s00792-016-0914-y.).
This exceptional combination of extremes harshened the development of life and led the Antarctic continent to be dominated by microorganisms (Cavicchioli 2015CAVICCHIOLI R. 2015. Microbial ecology of Antarctic aquatic systems. Nat Rev Microbiol 13: 691-706. DOI:10.1038/nrmicro3549., Carvalho et al. 2018CARVALHO EL, MACIEL LF, MACEDO PE, DEZORDI FZ, ABREU MET, VICTÓRIA FC, PEREIRA AB, BOLDO JT, WALLAU GL & PINTO PM. 2018. De novo Assembly and Annotation of the Antarctic Alga Prasiola crispa Transcriptome. Front Mol Biosci 4: 89. DOI:10.3389/fmolb.2017.00089.). Besides temperature, moisture, and radiation, antarctic-inhabiting microorganisms are also challenged with low nutrient availability and high salinity (Arenz & Blanchette 2011ARENZ BE & BLANCHETTE RA. 2011. Distribution and abundance of soil fungi in Antarctica at sites on the Peninsula, Ross Sea Region and McMurdo Dry Valleys. Soil Biol Biochem 43(2): 308-315. DOI:10.1016/j.soilbio.2010.10.016.), which, in combination, selected for a higher presence of extremophiles — organisms thriving under extreme environmental conditions (Bendia et al. 2018BENDIA AG, SIGNORI CN, FRANCO DC, DUARTE RTD, BOHANNAN BJM & PELLIZARI VH. 2018. A Mosaic of Geothermal and Marine Features Shapes Microbial Community Structure on Deception Island Volcano, Antarctica. Front Microbiol 9: 899. DOI:10.3389/fmicb.2018.00899., Duarte et al. 2019DUARTE GT, VOLKOVA PY & GERAS’KIN SA. 2019. The response profile to chronic radiation exposure based on the transcriptome analysis of Scots pine from Chernobyl affected zone. Environ Pollut 250: 618-626. DOI:10.1016/j.envpol.2019.04.064.). As a result, novel cold-adapted enzymes, antibiotics, and even anti-cancer drugs were discovered by studying Antarctic extremophilic microorganisms in the last few years (Nichols et al. 2002NICHOLS DS, SANDERSON K, BUIA A, VAN DE KAMP J, HOLLOWAY P, BOWMAN JP, SMITH M, NICHOLS CM, NICHOLS PD & MCMEEKIN TA. 2002. Bioprospecting and Biotechnology in Antarctica. In: Jabour-Green J & Haward M (Eds), The Antarctic: Past, Present and Future, Antarctic CRC 28: 85-103., Marx et al. 2007MARX JC, COLLINS T, D’AMICO S, FELLER G & GERDAY C. 2007. Cold-Adapted Enzymes from Marine Antarctic Microorganisms. Mar Biotechnol 9: 293-304. DOI:10.1007/s10126-006-6103-8., Núñez-Montero et al. 2019NÚÑEZ-MONTERO K, LAMILLA C, ABANTO M, MARUYAMA F, JORQUERA MA, SANTOS A, MARTINEZ-URTAZA J & BARRIENTOS L. 2019. Antarctic Streptomyces ldesensis So13.3 strain as a promising source for antimicrobials discovery. Sci Rep 9: 7488. DOI:10.1038/s41598-019-43960-7., Silva et al. 2020SILVA LJ, CREVELIN EJ, SOUZA DT, LACERDA-JUNIOR GV, DE OLIVEIRA VM, RUIZ ALTG, ROSA LH, MORAES LAB & MELO IS. 2020. Actinobacteria from Antarctica as a source for anticancer discovery. Sci Rep 10: 13870. DOI:10.1038/s41598-020-69786-2.).
Due to the highly dynamic tectonics of the continent, the Antarctic geological history is full of volcanic events since the early Mesozoic Era (Panter 2021PANTER KS. 2021. Antarctic volcanism: petrology and tectonomagmatic overview. In: Smellie JI, Panter KS & Geyer A (Eds), Volcanism in Antarctica: 200 Million Years of Subduction, Rifting and Continental Break-up, Geological Society, London, Memoirs 55: 43-53. DOI:10.1144/M55-2020-10., Smellie 2021SMELLIE JL. 2021. Antarctic volcanism: volcanology and palaeoenvironmental overview. In: Smellie JI, Panter KS & Geyer A (Eds), Volcanism in Antarctica: 200 Million Years of Subduction, Rifting and Continental Break-up, Geological Society, London, Memoirs 55: 19-42. DOI:10.1144/M55-2020-1.). Antarctica has four active volcanoes, among which Deception Island volcano have received special attention due to recent eruptions in 1967, 1969, and 1970 (Pedrazzi et al. 2014PEDRAZZI D, AGUIRRE-DÍAZ G, BARTOLINI S, MARTÍ G & GEYER A. 2014. The 1970 eruption on Deception Island (Antarctica): eruptive dynamics and implications for volcanic hazards. J Geol Soc 171(6): 765-778. DOI:10.1144/jgs2014-015.). As a result of these eruptions, volcanic dust and pyroclastic materials were dispersed by wind and eventually deposited into the surrounding glacial ice, forming ash layers known as tephras, representing evidence of past volcanic activities (Geyer et al. 2017GEYER A, MARTI A, GIRALT S & FOLCH A. 2017. Potential ash impact from Antarctic volcanoes: Insights from Deception Island’s most recent eruption. Sci Rep 7: 16534. DOI:10.1038/s41598-017-16630-9.). For instance, during an expedition to Collins Glacier at King George Island (about 120 km from Deception Island), Chinese researchers identified “dirty” bands within several ice cores collected at 80.2 m (Jiankang et al. 1999JIANKANG H, ZICHU X, FENGNIAN D & WANCHANG Z. 1999. Volcanic eruptions recorded in an ice core from Collins Ice Cap, King George Island, Antarctica. Ann Glaciol 29: 121-125. DOI:10.3189/172756499781821139.). Mineralogical and microstructure analysis of these bands revealed characteristics with significant correlation to volcanic ashes dating to the end of 1970 (Jiankang et al. 1999JIANKANG H, ZICHU X, FENGNIAN D & WANCHANG Z. 1999. Volcanic eruptions recorded in an ice core from Collins Ice Cap, King George Island, Antarctica. Ann Glaciol 29: 121-125. DOI:10.3189/172756499781821139.). From a microbiological point of view, these volcanic eruptions result in the dispersal of rich inorganic nutrients over long distances, notably sulfur and nitrogen compounds. Also, endemic microorganisms from the volcano are supposed to propagate to other environments. As such, the interaction of glacial ice and volcanic tephra combine into a unique ecosystem with specific selective pressures for microbial communities. However, currently little is known about the effects of volcanic eruptions on polar communities of microorganisms (Bendia et al. 2018BENDIA AG, SIGNORI CN, FRANCO DC, DUARTE RTD, BOHANNAN BJM & PELLIZARI VH. 2018. A Mosaic of Geothermal and Marine Features Shapes Microbial Community Structure on Deception Island Volcano, Antarctica. Front Microbiol 9: 899. DOI:10.3389/fmicb.2018.00899.).
The recent development of shotgun metagenomics has provided the opportunity to investigate the taxonomic and functional diversity of microbial communities (Gómez-Silva et al. 2019GOMÉZ-SILVA B ET AL. 2019. Metagenomics of Atacama Lithobiontic Extremophile Life Unveils Highlights on Fungal Communities, Biogeochemical Cycles and Carbohydrate-Active Enzymes. Microorganisms 7: 619. DOI:10.3390/microorganisms7120619.), further expanding our knowledge on metabolic pathways and the adaptation mechanisms required to thrive in extreme conditions. Additionally, the study of these communities may also reveal novel enzymes and metabolites with potential for medical, pharmaceutical and biotechnological applications. Therefore, this study aims to analyze the taxonomic and functional diversity of microbial communities from ice-tephra samples collected from Collins Glacier, King George Island, Antarctica.
MATERIALS AND METHODS
Ice sampling and decontamination
Ice samples were collected at the terminus of Collins Glacier, King George Island (62°10’4”S; 58°51’11”W) in January 2009 using an ice pick. The ice pick was used exclusively for microbiological sampling and was decontaminated with a 70% ethanol solution before use. A total of 5 blocks of ice were collected from the edge of the glacier, where three distinct layers of pyroclastic sediment (tephra) were visible (Figure 1). These tephra layers were identified as sedimented fragments of volcanic origin, more specifically, from the last three eruptions of Deception Volcano (circa 130 km from King George Island) that occurred between 1967-70 (Jiankang et al. 1999JIANKANG H, ZICHU X, FENGNIAN D & WANCHANG Z. 1999. Volcanic eruptions recorded in an ice core from Collins Ice Cap, King George Island, Antarctica. Ann Glaciol 29: 121-125. DOI:10.3189/172756499781821139., B.R. Mavlyudov, Institute of Geography of the Russian Academy of Sciences, personal communication). The retrieved ice samples were packed in autoclaved high-density polyethylene (HDPE) sacks and stored at -20°C until arrival in the Comandante Ferraz Antarctic Station (Estação Antártica Comandante Ferraz – EACF – Brazil). Samples were transported to Brazil in deep-freezers at -20°C aboard the Oceanographic and Supply Ship (Navio de Apoio Oceânico – NApOc) Ary Rongel. Upon arrival, all samples were inspected for cracks, microfractures, melting, and other damages that may occur during transportation. Damaged ice samples were discarded and the remaining samples were used in this study.
Photograph of the Collins Glacier (Fildes Peninsula, King George Island) during field sampling activity. Ice-tephra layers are indicated by arrows.
Ice samples containing tephra layers (ice pieces of 6 to 8 kg each) were decontaminated before the DNA extraction using a modified protocol based on Rogers et al. (2004)ROGERS SO, THERAISNATHAN V, MA LJ, ZHAO Y, ZHANG G, SHIN SG, CASTELLO JD & STARMER WT. 2004. Comparisons of Protocols for Decontamination of Environmental Ice Samples for Biological and Molecular Examinations. Appl Environ Microbiol 70(4): 2540-2544. DOI:10.1128/AEM.70.4.2540-2544.2004.. Briefly, a 1000 W electric-heated rod was used to remove contaminants from the outer ice surface. The remaining pieces of ice were immersed in a cold 5% sodium hypochlorite solution for 10 s, followed by three 200 mL rinses with cold sterile MilliQ water. The now surface-sterile ice samples were placed inside a new sterile HDPE sack and melted at 4°C overnight. The melted ice sample (total of about 1,800 mL) was filtered in sterile 0.22 µm membranes. Fragments of the tephra layer remained on the membrane and were considered part of the ice sample. Finally, the filtered membranes were stored at -20°C until used for DNA extraction.
All procedures were taken inside a positive pressure laminar flow hood using autoclaved materials, including gloves, filters, and glassware. All solutions were either autoclaved or filtered through 0.22 µm membranes. Also, to avoid excessive loss of ice by ablation and microfractures on the samples surface, all solutions were cold-stored at 4°C overnight before use.
Total DNA extraction and metagenomic sequencing
The ice total DNA was extracted using the UltraClean Water DNA Isolation Kit (Mo Bio, USA) with the following modifications: the original filtering membrane from the kit was replaced by the 0.22 µm membranes used to filter the melted ice; the kit WD5 solution (10 mM Tris) was replaced by autoclaved MilliQ water pre-heated to 60°C before use. These modifications were applied to optimize the final DNA yield. After extraction, the total DNA was purified and concentrated to a final volume of 10 µL with DNA Clean & Concentrator Kit (Zymo Research, USA) following the manufacturer’s protocol. The final DNA concentration and purity were determined with Qubit dsDNA BR kit (Thermo Fisher Scientific, USA). Due to the small cell concentration in the ice samples, a low DNA concentration (~3.7 ng µL-1) was obtained for metagenomic sequencing. Therefore, the total DNA was uniformly amplified with Illustra GenomiPhi V2 DNA Amplification Kit (Cytiva, USA), which uses an isothermal strand displacement amplification approach.
Glacier ice metagenome was sequenced at Life Sciences Core Facility (LaCTAD) from State University of Campinas (UNICAMP), Brazil. The metagenomic library was prepared using Nextera DNA Sample Preparation kit and sequencing reactions were carried out using Illumina HiSeq 2500 (paired-end 2x100 bp).
Bioinformatic analysis
Raw sequencing reads were analyzed through the MG-RAST pipeline (Meyer et al. 2008MEYER F ET AL. 2008. The metagenomics RAST server - a public resource for the automatic phylogenetic and functional analysis of metagenomes. BMC Bioinformatics 9: 386. DOI:10.1186/1471-2105-9-386.). Briefly, raw reads were preprocessed to trim low-quality data from the FASTQ files followed by a screening algorithm that removes all putative contaminant reads (i.e. reads matching the human and mouse genome). The remaining high-quality reads were submitted to FragGeneScan (Rho et al. 2010RHO M, TANG H & YE Y. 2010. FragGeneScan: predicting genes in short and error-prone reads. Nucleic Acids Res 38(20): e191. DOI:10.1093/nar/gkq747.), a machine learning approach for gene calling. Ribosomal RNA sequences were detected and classified using vsearch (Rognes et al. 2016ROGNES T, FLOURI T, NICHOLS B, QUINCE C & MAHÉ F. 2016. VSEARCH: a versatile open source tool for metagenomics. PeerJ 18(4): e2584. DOI:10.7717/peerj.2584.) against customized SILVA, Greengenes, and RDP databases. Protein coding sequences were clustered at 90% identity cutoff using CD-HIT (Fu et al. 2012FU L, NIU B, ZHU Z, WU S & LI W. 2012. CD-HIT: accelerated for clustering the next-generation sequencing data. Bioinformatics 28(23): 3150-3152. DOI:10.1093/bioinformatics/bts565.). A representative of rRNA and protein clusters (the longest sequences) was identified through similarity analysis using sBLAT (Kent 2002KENT WJ. 2002. BLAT-the BLAST-Like Alignment Tool. Genome Res 12(4): 656-664. DOI:10.1101/gr.229202.) and DIAMOND (Buchfink et al. 2015BUCHFINK B, XIE C & HUSON D. 2015. Fast and sensitive protein alignment using DIAMOND. Nat Methods 12: 59-60. DOI:10.1038/nmeth.3176.) for rRNA and proteins, respectively. After similarity analysis, the pipeline performs feature annotations of taxonomic composition and putative functions using the M5nr database (Wilke et al. 2011WILKE A, WILKENING J, GLASS EM, DESAI NL & MEYER F. 2011. An experience report: porting the MG-RAST rapid metagenomics analysis pipeline to the cloud. Concurrency Computat Pract Exper 23: 2250-2257. DOI:10.1002/cpe.1799.), which in turn provides nonredundant integration with GenBank (Benson et al. 2013BENSON DA, CAVANAUGH M, CLARK K, KARSCH-MIZRACHI I, LIPMAN DJ, OSTELL J & SAYERS EW. 2013. GenBank. Nucleic Acids Res 41(Database issue): D36-D42. DOI:10.1093/nar/gks1195.), eggNOG (Jensen et al. 2008JENSEN LJ, JULIEN P, KUHN M, VON MERING C, MULLER J, DOERKS T & BORK P. 2008. eggNOG: automated construction and annotation of orthologous groups of genes. Nucleic Acids Res 36: D250-D254. DOI:10.1093/nar/gkm796.), IMG (Markowitz et al. 2008MARKOWITZ VM ET AL. 2008. IMG/M: a data management and analysis system for metagenomes. Nucleic Acids Res 36: D534-D538. DOI:10.1093/nar/gkm869.), KEGG (Kanehisa 2002KANEHISA M. 2002. The KEGG database. Novartis Found Symp 247: 91-101.), SEED (Overbeek et al. 2005OVERBEEK R ET AL. 2005. The subsystems approach to genome annotation and its use in the project to annotate 1000 genomes. Nucleic Acid Res 33(17): 5691-5702. DOI:10.1093/nar/gki866.), and UniProt (Magrane & Uniprot Consortium 2011MAGRANE M & UNIPROT CONSORTIUM. 2011. UniProt Knowledgebase: a hub of integrated protein data. Database 2011: bar009. DOI: 10.1093/database/bar009.) databases. Taxonomic annotation is calculated by Lowest Common Ancestor (LCA) algorithm (Huson et al. 2007HUSON DH, AUCH AF, QI J & SCHUSTER SC. 2007. MEGAN analysis of metagenomic data. Genome Res 17(3): 377-386. DOI:10.1101/gr.5969107.), which solves uncertainties by providing the lowest taxonomic level that satisfies the minimum confidence value. For example, when multiple taxonomic annotations for a single feature exist in different databases, LCA sets the taxonomic hit to the common ancestor of all matched species.
RESULTS AND DISCUSSION
Volcanic eruptions are known for the dispersion and deposition of microorganisms, volcanic ash, heavy metals, and other crystalline particles (Witt et al. 2016WITT V, AYRIS PM, DAMBY DE, CIMARELLI C, KUEPPERS U, DINGWELL DB & WORHEIDE G. 2016. Volcanic ash supports a diverse bacterial community in a marine mesocosm. Geobiology 15: 453-463. DOI:10.1111/gbi.12231.). Regardless of being a challenging environment for the maintenance of life, Antarctic soils are inhabited by a distinct array of microorganisms, well-adapted to their demanding physicochemical conditions (Zaikova et al. 2019ZAIKOVA E, GOERLITZ DS, TIGHE SW, WAGNER NY, BAI Y, HALL BL, BEVILACQUA JG, WENG MM, SAMUELS-FAIR MD & JOHNSON SS. 2019. Antarctic Relic Microbial Mat Community Revealed by Metagenomics and Metatranscriptomics. Front Ecol Evol 7(1): 1-22. DOI:10.3389/fevo.2019.00001.). Likewise, Antarctic ice can also consist of rich microbial communities, as demonstrated by our metagenomic data.
The DNA extraction resulted in 37 ng of DNA from about 1,800 mL of melted glacier ice (or 20.5 ng L-1). This result is expected for a low-density microbial environment such as glacier ice (Miteva 2008MITEVA VI. 2008. Bacteria in snow and glacier ice. In: Margesin F, Schinner J, Marx C & Gerday C (Eds), Psychrophiles: from biodiversity to biotechnology, Springer-Verlag, Heidelberg, Germany, p. 31-50.) and contrasts the much higher DNA yield from other Antarctic environments such as a pond of glacial meltwater (600 ng L-1), glacier forefield soils (1,400 ng kg-1), and lake sediments (2,810 ng kg-1) (Ferrés et al. 2015FERRÉS I, AMARELLE V, NOYA F & FABIANO E. 2015. Construction and screening of a functional metagenomic library to identify novel enzymes produced by Antarctic bacteria. Adv Polar Sci 26(1): 96-101. DOI:10.13679/j.advps.2015.1.00096., Muangchinda et al. 2015MUANGCHINDA C, CHAVANICH S, VIYAKARN V, WATANABE K, IMURA S, VANGNAI S & PINYAKONG O. 2015. Abundance and diversity of functional genes involved in the degradation of aromatic hydrocarbons in Antarctic soils and sediments around Syowa Station. Environ Sci Pollut Res 22: 4725-4735. DOI:10.1007/s11356-014-3721-y., Strauss et al. 2012STRAUSS SL, GARCIA-PICHEL F & DAY TA. 2012. Soil microbial carbon and nitrogen transformations at a glacial foreland on Anvers Island, Antarctic Peninsula. Polar Biol 35: 1459-1471. DOI:10.1007/s00300-012-1184-5.). A total of 16,746,302 reads were generated with an average length of 101±5 bp. The quality filtering validated 14,186,417 (84%) sequences, which were distributed into 16,823 (0.12%) ribosomal RNA sequences, 6,914,275 (48.74%) predicted proteins with known function, and 7,255,319 (51.14%) proteins with unknown function.
Taxonomy
The LCA taxonomic analysis of the ice-tephra samples revealed a microbial community primarily composed of Bacteria (96%), followed by small fractions of Eukaryota (3%), Archaea (0.14%), and Viruses (0.01%). Within Bacteria (Figure 2a), phylum Bacteroidetes (36%) was the most abundant, followed by Cyanobacteria (33.4%), Proteobacteria (11.7%), Acidobacteria (8.1%), and Actinobacteria (2%). These phyla are well known as widespread organisms with important functions in Antarctic soils (Cowan et al. 2010COWAN DA, KHAN N, HEATH C & MUTONDO M. 2010. Microbiology of Antarctic Terrestrial Soils and Rocks. In: Bej AK, Aislabie J & Atlas RM (Eds), Polar Microbiology: The Ecology, Biodiversity and Bioremediation Potential of Microorganisms in Extremely Cold Environments, CRC Press, Boca Raton, FL, p. 2-29.). Proteobacteria (α, β, and γ), Cyanobacteria, Bacteroidetes, Actinobacteria, and Acidobacteria are also described as major phyla in other glacial ecosystems (Bulat et al. 2004BULAT S ET AL. 2004. DNA signature of thermophilic bacteria from the aged accretion ice of Lake Vostok, Antarctica: Implications for searching for life in extreme icy environments. Int J Astrobiol 3(1): 1-12. DOI:10.1017/S1473550404001879., Miteva et al. 2008). Our metagenomic data also revealed a high abundance of classes Sphingobacteria (15%), Acidobacteria (7%), and Cytophagia (5%), while Chitinophaga (13%) was the dominant genus, followed by Acidobacterium (8%), and Cyanothece (4%) (Figure 2b).
Distribution of microbial groups found in the glacier ice-tephra sample. a) Phyla abundance. b) Genus abundance, where only the top 50 most abundant are shown. The y-axis plots the abundances of annotations on a log scale.
Bacteroidetes are composed of chemoorganotrophic bacteria, contributing to the carbon cycle mostly as polymeric carbon degraders (Aislabie et al. 2006AISLABIE JM, CHHOUR KL, SAUL DJ, MIYAUCHI S, AYTON J, PAEZOLD RF & BALKS MR. 2006. Dominant bacteria in soils of Marble Point and Wright Valley, Victoria Land, Antarctica. Soil Biol Biochem 38: 3041-3056. DOI:10.1016/j.soilbio.2006. 02.018.). These phyla can use a wide variety of organic (mono-, di-, and polysaccharides) and inorganic (CO2) compounds as energy sources, as well as ammonia (NH3) and sulfide (H2S) as nitrogen and sulfur sources, respectively (Smith et al. 2006SMITH CJ, ROCHA ER & PASTER BJ. 2006. The medically important Bacteroides spp. in health and disease. In: Dworkin M, Falkow S, Rosenberg E, Schleifer KH & Stackebrandt E (Eds), The Prokaryotes, Springer, New York, NY, p. 381-427. DOI:10.1007/0-387-30747-8_14.). The high abundance of Bacteroidetes in our sample may reflect the presence of such simple carbon sources within this glacial ecosystem (Rime et al. 2016RIME T, HARTMANN M & FREY, B. 2016. Potential sources of microbial colonizers in an initial soil ecosystem after retreat of an alpine glacier. ISME J 10: 1625-1641. DOI:10.1038/ismej.2015.238.). The dominant genus, Chitinophaga, includes over 37 species (Lee et al. 2020LEE SA, HEO J, KIM T-W, SANG M-K, SONG J, KWON S-W & WEON H-Y. 2020. Chitinophaga agri sp. nov., a bacterium isolated from soil of reclaimed land. Arch Microbiol 203: 809-815. DOI:10.1007/s00203-020-02066-9.) of chitinolytic bacteria able to degrade chitin and other complex carbon sources such as casein and gelatin (Pankratov et al. 2006PANKRATOV TA, KULICHEVSKAYA IS, LIESACK W & DEDYSH SN. 2006. Isolation of Aerobic, Gliding, Xylanolytic and Laminarinolytic Bacteria from Acidic Sphagnum Peatlands and Emended Description of Chitinophaga arvensicola. Int J Syst Evol Microbiol 56(12): 2761-2764. DOI:10.1099/ijs.0.64451-0., Cowan et al. 2010COWAN DA, KHAN N, HEATH C & MUTONDO M. 2010. Microbiology of Antarctic Terrestrial Soils and Rocks. In: Bej AK, Aislabie J & Atlas RM (Eds), Polar Microbiology: The Ecology, Biodiversity and Bioremediation Potential of Microorganisms in Extremely Cold Environments, CRC Press, Boca Raton, FL, p. 2-29.). Several Chitinophaga strains are psychrotolerant, able to grow at minimum temperatures of 4 to 10°C (Pankratov et al. 2006PANKRATOV TA, KULICHEVSKAYA IS, LIESACK W & DEDYSH SN. 2006. Isolation of Aerobic, Gliding, Xylanolytic and Laminarinolytic Bacteria from Acidic Sphagnum Peatlands and Emended Description of Chitinophaga arvensicola. Int J Syst Evol Microbiol 56(12): 2761-2764. DOI:10.1099/ijs.0.64451-0., Li et al. 2017LI N, CHEN T, CHENG D, XU XJ & HE J. 2017. Chitinophaga sedimenti sp. nov., isolated from sediment. Int J Syst Evol Microbiol 67(9): 3485-3489. DOI:10.1099/ijsem.0.002150., Jin et al. 2018JIN D, KONG X, WANG J, SUN J, YU X, ZHUANG X, DENG Y & BAI Z. 2018. Chitinophaga caeni sp. nov., isolated from activated sludge. Int J Syst Evol Microbiol 68(7): 2209-2213. DOI:10.1099/ijsem.0.002811.). Additionally, some Chitinophaga species have a dormant stage that would also allow for survival in periglacial habitats (Vimercati et al. 2019VIMERCATI L, DARCY JL & SCHMIDT SK. 2019. The disappearing periglacial ecosystem atop Mt. Kilimanjaro supports both cosmopolitan and endemic microbial communities. Sci Rep 9: 10676. DOI:10.1038/s41598-019-46521-0.).
Acidobacterium, the second most abundant genus in the ice community, is characterized by growth in acid environments within the range pH 2-6 (Kielak et al. 2016KIELAK AM, BARRETO CC, KOWALCHUK GA, VAN VEEN JA & KURAMAE EE. 2016. The Ecology of Acidobacteria: Moving beyond Genes and Genomes. Front Microbiol 7: 744. DOI:10.3389/fmicb.2016.00744.). Acidobacterium species are commonly associated with the dry soils of Antarctica and probably encompassing a role in biogeochemical cycles (Lee et al. 2008LEE S, KA J & CHO J. 2008. Members of the phylum Acidobacteria are dominant and metabolically active in rhizosphere soil. FEMS Microbiol Lett 285: 263-269. DOI: 10.1111/j.1574-6968.2008.01232.x., Cowan et al. 2010COWAN DA, KHAN N, HEATH C & MUTONDO M. 2010. Microbiology of Antarctic Terrestrial Soils and Rocks. In: Bej AK, Aislabie J & Atlas RM (Eds), Polar Microbiology: The Ecology, Biodiversity and Bioremediation Potential of Microorganisms in Extremely Cold Environments, CRC Press, Boca Raton, FL, p. 2-29.), able to use several carbon sources including mono- (arabinose, dextrose, and xylose) and polysaccharides (xylan and agar), even in low concentrations (de Castro et al. 2013DE CASTRO VH, SCHROEDER LF, QUIRINO BF, KRUGER RH & BARRETO CC. 2013. Acidobacteria from oligotrophic soil from the Cerrado can grow in a wide range of carbon source concentrations. Can J Microbiol 59: 746-753. DOI:10.1139/cjm-2013-0331.). The high abundance of Acidobacterium in our samples suggest the ice-tephra from King George Island is a relatively acidic environment. Indeed, glacial ice has liquid water veins, described as acidic and oligotrophic, that sustain microbial communities (Price 2000PRICE PB. 2000. A habitat for psychrophiles in deep Antarctic ice. Proc Natl Acad Sci 97(3): 1247-1251. DOI:10.1073/pnas.97.3.1247.).
The cold-desert characteristics of Antarctica provides biological support for a wide variety of endolithic communities (Yung et al. 2014YUNG CCM, CHAN Y, LACAP DC, PÉREZ-ORTEGA S, DE LOS RIOS-MURILLO A, LEE CK, CARY C & POINTING SB. 2014. Characterization of Chasmoendolithic Community in Miers Valley, McMurdo Dry Valleys, Antarctica. Microb Ecol 68: 351-359. DOI:10.1007/s00248-014-0412-7.), with Cyanobacteria comprising a substantial part of biomass in such extreme habitats (de los Ríos et al. 2007DE LOS RÍOS A, GRUBE M, SANCHO LG & ASCASO C. 2007. Ultrastructural and genetic characteristics of endolithic cyanobacterial biofilms colonizing Antarctic granite rocks. FEMS Microbiol Eco 159: 386-395. DOI:10.1111/j.1574-6941.2006.00256.x.). With the main role on carbon and nitrogen fixation (de la Torre et al. 2003DE LA TORRE JR, GOEBEL BM, FRIEDMANN EI & PACE NR. 2003 Microbial diversity of cryptoendolithic communities from the McMurdo Dry Valleys, Antarctica. Appl Environ Microbiol 69: 3858-3867. DOI:10.1128/AEM.69.7.3858-3867.2003.), Cyanobacteria add structural biomass to the community (Cowan et al. 2010COWAN DA, KHAN N, HEATH C & MUTONDO M. 2010. Microbiology of Antarctic Terrestrial Soils and Rocks. In: Bej AK, Aislabie J & Atlas RM (Eds), Polar Microbiology: The Ecology, Biodiversity and Bioremediation Potential of Microorganisms in Extremely Cold Environments, CRC Press, Boca Raton, FL, p. 2-29.), and have been identified from nearly all endolithic ecosystems (de los Ríos et al. 2007DE LOS RÍOS A, GRUBE M, SANCHO LG & ASCASO C. 2007. Ultrastructural and genetic characteristics of endolithic cyanobacterial biofilms colonizing Antarctic granite rocks. FEMS Microbiol Eco 159: 386-395. DOI:10.1111/j.1574-6941.2006.00256.x.). García-Lopez et al. (2021)GARCÍA-LOPEZ E, SERRANO S, CALVO MA, PEREZ CP, SANCHEZ-CASANOVA S, GARCÍA-DESCALZO L & CID C. 2021. Microbial Community Structure Driven by a Volcanic Gradient in Glaciers of the Antarctic Archipelago South Shetland. Microorganisms 9: 392. DOI:10.3390/microorganisms9020392. found several genera of endolithic-colonizers cyanobacteria in volcanic rocks from glacier ice samples in the South Shetland Islands. In our samples, Cyanothece, Nostoc, Synechococcus, and Oscillatoria represented the main genera within the phylum Cyanobacteria. These genera are present in most Antarctic habitats (Pandey et al. 2004PANDEY KD, SHUKLA SP, SHUKLA PN, GIRI DD, SINGH JS, SINGH P & KASHYAP AK. 2004. Cyanobacteria in Antarctica: ecology, physiology and cold adaptation. Cell Mol Biol 50(5): 575-584. DOI:10.1170/T547.) and are well-known for their capacity for colonizing endolithic communities (de los Ríos et al. 2007DE LOS RÍOS A, GRUBE M, SANCHO LG & ASCASO C. 2007. Ultrastructural and genetic characteristics of endolithic cyanobacterial biofilms colonizing Antarctic granite rocks. FEMS Microbiol Eco 159: 386-395. DOI:10.1111/j.1574-6941.2006.00256.x., Yung et al. 2014YUNG CCM, CHAN Y, LACAP DC, PÉREZ-ORTEGA S, DE LOS RIOS-MURILLO A, LEE CK, CARY C & POINTING SB. 2014. Characterization of Chasmoendolithic Community in Miers Valley, McMurdo Dry Valleys, Antarctica. Microb Ecol 68: 351-359. DOI:10.1007/s00248-014-0412-7.), constituting great targets for the study of photosynthesizing organisms with psychrotroph behavior (Tang et al. 2019TANG J, DU LM, LIANG YM & DAROCH M. 2019. Complete Genome Sequence and Comparative Analysis of Synechococcus sp. CS-601 (SynAce01), a Cold-Adapted Cyanobacterium from an Oligotrophic Antarctic Habitat. Int J Mol Sci 20(1): 152. DOI:10.3390/ijms20010152.). The presence of Cyanobacteria in soils that are otherwise poor in nutritional content reflects in a more suitable environment for other phyla to grow (Niederberger et al. 2008NIEDERBERGER TD, MCDONALD IR, HACKER AL, SOO RM, BARRETT JE, WALL DH & CARY SC. 2008. Microbial community composition in soils of Northern Victoria Land, Antarctica. Envir Microbiol 10(7): 1713-1724. DOI:10.1111/j.1462-2920.2008.01593.x.), although the high content of cyanobacterial biomass may also derive from aerial distribution from water systems, i.e., Antarctic lakes (Adams et al. 2006ADAMS BJ ET AL. 2006. Diversity and distribution of Victoria Land biota. Soil Biol Biochem 38: 3003-3018. DOI:10.1016/j.soilbio.2006.04.030., Aislabie et al. 2006AISLABIE JM, CHHOUR KL, SAUL DJ, MIYAUCHI S, AYTON J, PAEZOLD RF & BALKS MR. 2006. Dominant bacteria in soils of Marble Point and Wright Valley, Victoria Land, Antarctica. Soil Biol Biochem 38: 3041-3056. DOI:10.1016/j.soilbio.2006. 02.018.). This phylum has a widespread distribution in Antarctica, with some endemic genera (Lee et al. 2012LEE LH, CHEAH YK, SYAKIMA AN, SHIRAN MS, TANG YL, LIN HP & HONG K. 2012. Analysis of Antarctic proteobacteria by PCR fingerprinting and screening for antimicrobial secondary metabolites. Genet Mol Res 11(2): 1627-1641. DOI:10.4238/2012.June.15.12.).
In this study, we obtained 225,141 reads (11.73%) from Proteobacteria, mostly from Alpha (3.56%), Beta (3.8%), and Gamma (2.45%) classes. The most abundant genera within the Alphaproteobacteria were Bradyrhizobium (1.78% of all Proteobacteria), Rhodopseudomonas (1.64%), and Methylobacterium (1.52%). In the Betaproteobacteria, genera Burkholderia (4.4%), and Polaromonas (2.69%) ranked as more abundant, while in the Gammaproteobacteria genera Pseudomonas (3.2%), and Xanthomonas (2.3%) were found in higher proportion. Polaromonas, Gemmatinonas, Burkholderiales, and Xanthomonas are predominant genera in Antarctic soil (Niederberger et al. 2008NIEDERBERGER TD, MCDONALD IR, HACKER AL, SOO RM, BARRETT JE, WALL DH & CARY SC. 2008. Microbial community composition in soils of Northern Victoria Land, Antarctica. Envir Microbiol 10(7): 1713-1724. DOI:10.1111/j.1462-2920.2008.01593.x., Wang et al. 2015WANG NF, ZHANG T, ZHANG F, WANG ET, HE JF, DING H, ZHANG BT, LIU J, RAN XB & ZANG JY. 2015. Diversity and structure of soil bacterial communities in the Fildes Region (maritime Antarctica) as revealed by 454 pyrosequencing. Front Microbiol 6: 1188. DOI:10.3389/fmicb.2015.01188.). The psychrophilic genera Polaromonas and Acidithiobacillus are also found in pioneer communities exposed to volcanic activity (Fujimura et al. 2016FUJIMURA R, KIM SW, SATO Y, OSHIMA K, HATTORI M, KAMIJO T & OHTA H. 2016. Unique pioneer microbial communities exposed to volcanic sulfur dioxide. Sci Rep 6: 19687. DOI:10.1038/srep19687.).
Functional Profiling
The functional analysis of the ice-tephra samples revealed 48% predicted proteins with known functions. Among the 29 major metabolic classes within the Subsystems-based annotations (SEED database), Carbohydrate metabolism (13.88%) had the highest quantity of annotated reads, followed by clustering-based subsystems (CBSS), indicating functionally coupled genes with unknown function (12.08%). Amino acid (9.42%), Protein (8.09%), RNA (3.78%), and DNA metabolism (5.80%) were also major metabolic classes (Table I).
Functional Diversity. Abundance of ice-tephra metagenomic reads assigned to the general SEED functional subsystems.
Carbohydrate metabolism in bacteria is extremely diverse, since carbohydrates are the main source of energy obtained and are also part of other cellular processes. The glacial habitat can vary as a sink or source of carbon, depending on the balance between autotrophs and respiration rates. The exact carbon substrate used for cold environments is still not determined (Hodson et al. 2008HODSON A, ANESIO AM, TRANTER M, FOUNTAIN A, OSBORN M, PRISCU J, LAYBOURN-PARRY J & SATTLER B. 2008. Glacial Ecosystems. Ecol Monogr 78(1): 41-67.). Pentose phosphate pathway (2,869 reads) and the tricarboxylic acid (TCA) cycle (2,350 reads) were the two major components of central carbohydrate metabolism (Subsystems Level 3). Lactate (8,891 reads) and mixed acid (4,282 reads) were the most abundant fermentation pathways in our ice-tephra community. The biosynthesis of galactoglycans and related lipopolysaccharides (LPS) in Subsystems Level 2 CBSS was the main known cluster (12,666 reads), followed by fatty acids metabolic clusters (7,630 reads). Alterations in unsaturated fatty acids, decrease in fatty acid chain length and increase in chain branching maintain the fluidity of the cytoplasmic membrane at lower temperatures. LPS are also essential for surviving in cold environments (Kumar et al. 2002KUMAR GS, JAGANNADHAM MV & RAY MK. 2002. Low-Temperature-Induced Changes in Composition and Fluidity of Lipopolysaccharides in the Antarctic Psychrotrophic Bacterium Pseudomonas syringae. J Bacteriol Res 184(23): 6746-6749. DOI:10.1128/JB.184.23.6746-6749.2002.).
Cyanobacteria were found as the main responsible for carbon fixation and photosynthetic capacity within the ice-tephra community, with a total of 22,683 reads linked to CO2 uptake (Figure S1 – Supplementary Material), the majority (8,712 reads) involving the Calvin-Benson cycle (Figure S1). Functional annotation pathways for the reductive carboxylate showed phosphoenolpyruvate synthase had the major number of reads (1,104), and the enzyme ribulose-1,5-bisphosphate carboxylase/oxygenase (RuBisCo) was also detected (502 reads). Glyceraldehyde-3-phosphate dehydrogenase (GAPDH) catalyzes reversible oxidation and phosphorylation reactions in glycolytic metabolisms, presenting higher activity under lower temperatures (Kostadinova et al. 2011KOSTADINOVA N, VASSILEV S, SPASOVA B & ANGELOVA M. 2011. Cold Stress in Antarctic Fungi Targets Enzymes of the Glycolytic Pathway and Tricarboxylic Acid Cycle. Biotechnol Biotechnol Equip 25(1): 50-57. DOI:10.5504/BBEQ.2011.0122.). GAPDH genes were found in the ice-tephra samples (2,612 reads) and were classified as Archaeal (genera Thermoplasma, Methanococcus, and Methanosarcina) by comparison in the RefSeq database.
Nitrogen cycling is another important biogeochemical process in glacier ecosystems (Bendia et al. 2018BENDIA AG, SIGNORI CN, FRANCO DC, DUARTE RTD, BOHANNAN BJM & PELLIZARI VH. 2018. A Mosaic of Geothermal and Marine Features Shapes Microbial Community Structure on Deception Island Volcano, Antarctica. Front Microbiol 9: 899. DOI:10.3389/fmicb.2018.00899.). Genes related to several pathways of the nitrogen cycle were found in the ice-tephra samples, including nitrogen fixation, nitrification, and denitrification. However, the low number of reads (161) and genes (12) relating to nitrogen fixation suggests that this microbial community may use other inorganic molecules (ammonium or nitrate) or organic nitrogen compounds as nitrogen sources. As for nitrification, the ammonium-oxidizing bacteria Nitrosococcus (11,150 reads), Nitrosomonas (8,057 reads), and Nitrosospira (5,567 reads) dominated the community. These nitrifying microorganisms are widespread in different aerobic ecosystems, including psychrotolerant species such as Nitrosospira lacus (Urakawa et al. 2015URAKAWA H ET AL. 2015. Nitrosospira lacus sp. nov., a psychrotolerant, ammonia-oxidizing bacterium from sandy lake sediment. Int J Syst Evol Microbiol 65(1): 242-250. DOI:10.1099/ijs.0.070789-0.). Interestingly, sequences annotated for ammonium-oxidizing archaea were also found (Nitrosopumilus sp., 334 reads), indicating their support in the nitrification process. Additionally, nitrite oxidation genes from Nitrobacter (7,974 reads), Nitrospira (2,707 reads), and Nitrococcus (1,562 reads) were present and suggest the complete potential of ammonium to nitrate oxidation in the ice-tephra environment. On the anaerobic route of the nitrogen cycle, cold-adapted denitrifying bacteria were found with higher abundance of Dyadobacter (63,180 reads), Gramella (40,774 reads), and Pseudomonas (24,021 reads). Dyadobacter and Gramella were reported in other cold ecosystems like Tibetan Glacier ice (Shen et al. 2013SHEN L, LIU Y, YAO T, WANG N, XU B, JIAO N, LIU H, ZHOU Y, LIU X & WANG Y. 2013. Dyadobactertibetensis sp. nov., isolated from glacial ice core. Int J Syst Evol Microbiol 63(10): 3636-3639. DOI:10.1099/ijs.0.050328-0.) and Antarctic marine sediments (Li et al. 2018LI AZ, HAN XB, LIN LZ, ZHANG MX & ZHU HH. 2018. Gramella antarctica sp. nov., isolated from marine surface sediment. Int J Syst Evol Microbiol 68(1): 358-363. DOI:10.1099/ijsem.0.002513.), while genus Pseudomonas is commonly distributed worldwide and include several cold-adapted strains (Reddy et al. 2004REDDY GS, MATSUMOTO GI, SCHUMANN P, STACKEBRANDT E & SHIVAJI S. 2004. Psychrophilic pseudomonads from Antarctica: Pseudomonas antarctica sp. nov., Pseudomonas meridiana sp. nov. and Pseudomonas proteolytica sp. nov. Int J Syst Evol Microbiol 54(3): 713-719. DOI:10.1099/ijs.0.02827-0.). Genes for copper-containing nitrite reductase (84 reads), nitrous-oxide reductase (84 reads), and nitric-oxide reductase (80 reads) were found in the metagenome, suggesting the possible conversion of nitrate to dinitrogen by the ice community. Members of the phylum Planctomycetes were present in the metagenome (0.61% of total Bacteria), however, no anammox genes were found. Similarly, cryoconite holes from Asian glaciers hold a relatively diverse community of nitrifiers and denitrifiers, but no anammox microorganisms are present (Segawa et al. 2014SEGAWA T, ISHII S, OHTE N, AKIYOSHI A, YAMADA A, MARUYAMA F, LI Z, HONGOH Y & TAKEUCHI N. 2014. The nitrogen cycle in cryoconites: naturally occurring nitrification-denitrification granules on a glacier. Environ Microbiol 16(10): 3250-3262. DOI:10.1111/1462-2920.12543.).
Genes for sulfur metabolism (3,255 reads) were also present in the ice-tephra samples. Microorganisms related to the sulfur cycle are those that best fit volcanic gradients, with a function on both oxidation and reduction of sulfur compounds. Oxidation of hydrogen sulfide (H2S) under aerobic or anaerobic conditions generates key elements — elemental sulfur (S0) and sulfate (SO4 2-) — for the growth of photosynthesizing microorganisms (García-Lopez et al. 2021GARCÍA-LOPEZ E, SERRANO S, CALVO MA, PEREZ CP, SANCHEZ-CASANOVA S, GARCÍA-DESCALZO L & CID C. 2021. Microbial Community Structure Driven by a Volcanic Gradient in Glaciers of the Antarctic Archipelago South Shetland. Microorganisms 9: 392. DOI:10.3390/microorganisms9020392.). Sulfate is also used by sulfur-reducing bacteria as a terminal electron acceptor during anaerobic respiration, which generates H2S under strictly anaerobic conditions. Analysis of the sulfur cycle in the ice-tephra samples showed a relatively higher number of sequences related to sulfur assimilation (69.4%), rather than sulfur oxidation (16.8%) or sulfate reduction (13.8%). Interestingly, the balance of sulfur oxidation and sulfate reduction genes was also observed at the taxonomic level, with the main genera associated with sulfur oxidation (e.g., Proteobacteria Paracoccus, Thiomonas, and Thiobacillus) were as abundant as those related to sulfate reduction (e.g., Desulfotomaculum, Desulfomicrobium, and Desulfococcus). One exception was Desulfovibrio, which outnumbered both groups and showed a relative abundance of 0.21% of all Bacteria, while sulfur-oxidizing and sulfate-reducing bacteria were found between 0.02-0.08%. While this is not clear for our samples, the complete sulfur cycle seems to occur in the ice-tephra, registering an important role for the above-mentioned genera. Nonetheless, microorganisms related to sulfur metabolism are believed to be dispersed to long distances as a consequence of explosive volcanic eruptions (García-Lopez et al. 2021GARCÍA-LOPEZ E, SERRANO S, CALVO MA, PEREZ CP, SANCHEZ-CASANOVA S, GARCÍA-DESCALZO L & CID C. 2021. Microbial Community Structure Driven by a Volcanic Gradient in Glaciers of the Antarctic Archipelago South Shetland. Microorganisms 9: 392. DOI:10.3390/microorganisms9020392.), and should be further investigated to better understand their function in this community.
Cold adaptations in microorganisms include specific proteins for DNA replication, transcription, and translation. The low temperatures provide reduced thermal energy, inducing other physicochemical restrictions such as increased solvent viscosity and solubility of gases and increased osmotic stress (Collins & Margesin 2019COLLINS T & MARGESIN R. 2019. Psychrophilic lifestyles: mechanisms of adaptation and biotechnological tools. Appl Microbiol Biotechnol 103: 2857-2871. DOI:10.1007/s00253-019-09659-5.). As enzymatic activities decrease in cooler temperatures, the ATP demand is reduced, thus resulting in the formation of reactive oxygen species (ROS) and requiring the activation of antioxidant defenses (Mykytczuk et al. 2013MYKYTCZUK N, FOOTE S, OMELON C, SOUTHAM G, GREER CW & WHYTE GL. 2013. Bacterial growth at -15 °C; molecular insights from the permafrost bacterium Planococcus halocryophilus Or1. ISME J 7: 1211-1226. DOI:10.1038/ismej.2013.8.). For psychrophiles, the accumulation of solutes like glycine, betaine, and choline is important for overall osmotic balance (Goordial et al. 2016GOORDIAL J ET AL. 2016. Cold adaptive traits revealed by comparative genomic analysis of the eurypsychrophile Rhodococcus sp. JG3 isolated from high elevation McMurdo Dry Valley permafrost, Antarctica. FEMS Microbiol Ecol 92(2): fiv154. DOI:10.1093/femsec/fiv154.). A higher number of glycolytic proteins in psychrophilic compensate for the low efficiency of glycolytic enzymes in cold environments, including fructose-1,6-bisphosphatase (Mykytczuk et al. 2011MYKYTCZUK NCS, TREVORS JT, FOOTE SJ, LEDUC LG, FERRONI GD & TWINE SM. 2011. Proteomic insights into cold adaptation of psychrotrophic and mesophilic Acidithiobacillus ferrooxidans strains. Antonie Van Leeuwenhoek 100: 259-277. DOI:10.1007/s10482-011-9584-z.), found in our study in major quantities (1,197 reads).
Photosynthetic pigments and carotenoids
Photosynthesis-related pathways were almost complete in our samples, with most of the enzymes for photosystems I and II, cytochrome b complex, photosynthetic electron transport, and ATPase (Figure 3a), besides the light-harvesting chlorophyll complex and secondary pigments of the antenna complex (Figure 3b) (Mackey et al. 2013MACKEY KRM, PAYTAN A, CALDEIRA K, GROSSMAN AR, MORAN D, MCILVIN M & SAITO MA. 2013. Effect of Temperature on Photosynthesis and Growth in Marine Synechococcus spp. Plant Physiol 163: 815-829. DOI:10.1104/pp.113.221937.). As the second most abundant Bacteria phylum in our samples, we can hypothesize that Cyanobacteria are the main microorganisms responsible for photosynthesis in these ice-tephra communities. The possession of antenna complexes can be largely accountable for such important functions, with secondary pigments allophycocyanin, phycocyanin, and phycoerythrin absorbing different wavelengths of the sunlight spectrum and, thus, contributing for an extended range of photosynthetically-active radiation that can be absorbed for photosynthesis (Campbell et al. 1998CAMPBELL D, HURRY V, CLARKE AK, GUSTAFSSON P & ÖQUIST G. 1998. Chlorophyll fluorescence analysis of cyanobacterial photosynthesis and acclimation. Microbiol Mol Biol Rev 62(3): 667-683. DOI: 10.1128/MMBR.62.3.667-683.1998.).
Photosynthetic pathways. a) Photosynthesis. b) Light-harvesting chlorophyll and secondary pigments. KEGG pathway map adapted from Kanehisa Laboratories.
Due to the increased incidence of UV radiation, the Antarctic continent represents a hotspot habitat for UV-resistant microorganisms (Marizcurrena et al. 2017MARIZCURRENA JJ, MOREL MA, BRAÑA V, MORALES D, MARTINEZ-LÓPEZ W & CASTRO-SOWINSKI S. 2017. Searching for novel photolyases in UVC-resistant Antarctic bacteria. Extremophiles 21: 409-418. DOI:10.1007/s00792-016-0914-y., Monsalves et al. 2020MONSALVES MT, OLLIVET-BESSON GP, AMENABAR MJ & BLAMEY JM. 2020. Isolation of a psychrotolerant and UV-C-resistant bacterium from elephant island, Antarctica with a highly thermoactive and thermostable catalase. Microorganisms 8(1): 95. DOI:10.3390/microorganisms8010095.), with Antarctic pigmented strains generally presenting higher resistance than their non-pigmented counterparts (Dieser et al. 2010DIESER M, GREENWOOD M & FOREMAN CM. 2010 Carotenoid Pigmentation in Antarctic Heterotrophic Bacteria as a Strategy to Withstand Environmental Stresses. Arct Antarct Alp Res 42(4): 396-405. DOI:10.1657/1938-4246-42.4.396.). Besides chlorophyll and the aforementioned secondary pigments, carotenoids also play a major role for photosynthetic microorganisms living in Antarctica. Carotenoids are liposoluble tetraterpenoid pigments that serve as photoprotective compounds (Stahl & Sies 2003STAHL W & SIES H. 2003. Antioxidant activity of carotenoids. Mol Aspects Med 24: 345-351. DOI:10.1016/s0098-2997(03)00030-x.), reducing the deleterious effects of radiation either directly, absorbing light especially in the spectrum between 400-550 nm, or indirectly, acting as strong antioxidants through the quenching and scavenging of reactive oxygen species (Dieser et al. 2010DIESER M, GREENWOOD M & FOREMAN CM. 2010 Carotenoid Pigmentation in Antarctic Heterotrophic Bacteria as a Strategy to Withstand Environmental Stresses. Arct Antarct Alp Res 42(4): 396-405. DOI:10.1657/1938-4246-42.4.396.). Carotenoids may also act in the regulation of membrane fluidity and stability under low temperatures (Mohammadi et al. 2012MOHAMMADI M, BURBANK L & ROPER MC. 2012. Biological role of pigment production for the bacterial phytopathogen Pantoea stewartii subsp. stewartii. Appl Environ Microbiol 78(19): 6859-6865. DOI:10.1128/AEM.01574-12., Reis-Mansur et al. 2019REIS-MANSUR MCPP ET AL. 2019. Carotenoids from UV-resistant Antarctic Microbacterium sp. LEMMJ01. Sci Rep 9: 9554. DOI:10.1038/s41598-019-45840-6.). In our metagenomic analysis, the pathway for carotenoid biosynthesis is almost complete (Figure 4), except for specific enzymes such as 15-cis-phytoene synthase.
Extremophilic microorganisms have been drawing attention in the last few years as novel sources of bioproducts with distinct properties, and extremophiles-derived carotenoids represent promising environmental-friendly alternatives for the biotechnological industry (Órdenes-Aenishanslins et al. 2016ÓRDENES-AENISHANSLINS N, ANZIANI-OSTUNI G, VARGAS-REYES M, ALARCÓN J, TELLO A & PÉREZ-DONOSO JM. 2016. Pigments from UV-resistant Antarctic bacteria as photosensitizers in Dye Sensitized Solar Cells. J Photochem Photobiol B 162: 707-714. DOI:10.1016/j.jphotobiol.2016.08.004., Reis-Mansur et al. 2019REIS-MANSUR MCPP ET AL. 2019. Carotenoids from UV-resistant Antarctic Microbacterium sp. LEMMJ01. Sci Rep 9: 9554. DOI:10.1038/s41598-019-45840-6.). Carotenoids can be used in a vast range of applications, from cosmetology (Núñez-Montero & Barrientos 2018NÚÑEZ-MONTERO K & BARRIENTOS L. 2018. Advances in Antarctic Research for Antimicrobial Discovery: A Comprehensive Narrative Review of Bacteria from Antarctic Environments as Potential Sources of Novel Antibiotic Compounds Against Human Pathogens and Microorganisms of Industrial Importance. Antibiotics 7: 90. DOI:10.3390/antibiotics7040090.) to food industry (Singh et al. 2019SINGH P, JAIN K, DESAI C, TIWARI O & MADAMWAR D. 2019. Microbial Community Dynamics of Extremophiles/Extreme Environment. In: Das S & Dash HR (Eds), Microbial Diversity in the Genomic Era, Academic Press, p. 323-332. DOI:10.1016/B978-0-12-814849-5.00018-6.). Moreover, the light-harvesting properties of carotenoids provide for the increasing interest in their application for Dye-Sensitized Solar Cells (Órdenes-Aenishanslins et al. 2016ÓRDENES-AENISHANSLINS N, ANZIANI-OSTUNI G, VARGAS-REYES M, ALARCÓN J, TELLO A & PÉREZ-DONOSO JM. 2016. Pigments from UV-resistant Antarctic bacteria as photosensitizers in Dye Sensitized Solar Cells. J Photochem Photobiol B 162: 707-714. DOI:10.1016/j.jphotobiol.2016.08.004.). Recent research demonstrating the antimicrobial potential of pigmented Antarctic microorganisms (Mojib et al. 2010MOJIB N, PHILPOTT R, HUANG JP, NIEDERWEIS M & BEJ AK. 2010. Antimycobacterial activity in vitro of pigments isolated from Antarctic bacteria. Antonie van Leeuwenhoek 98: 531-540. DOI:10.1007/s10482-010-9470-0., Leiva et al. 2015LEIVA S, ALVARADO P, HUANG Y, WANG J & GARRIDO I. 2015. Diversity of pigmented Gram-positive bacteria associated with marine macroalgae from Antarctica, FEMS Microbiol Lett 362(24): fnv206. DOI:10.1093/femsle/fnv206., Ramesh et al. 2019RAMESH C, VINITHKUMAR NV & KIRUBAGARAN R. 2019. Marine Pigmented Bacteria: A Prospective Source of Antibacterial Compounds. J Nat Sc Biol Med 10: 104-113. DOI:10.4103/jnsbm.JNSBM_201_18.) has also claimed attention towards their use for pharmacological purposes. Future bioprospection studies shall continue revealing promising bioactive molecules from Antarctic pigmented microorganisms (Silva et al. 2020SILVA LJ, CREVELIN EJ, SOUZA DT, LACERDA-JUNIOR GV, DE OLIVEIRA VM, RUIZ ALTG, ROSA LH, MORAES LAB & MELO IS. 2020. Actinobacteria from Antarctica as a source for anticancer discovery. Sci Rep 10: 13870. DOI:10.1038/s41598-020-69786-2.), and the ice-tephra communities represent a potential source for the discovery of new metabolites.
Biotechnology Potential
Life in the cold Antarctic environments and volcano surroundings may also select for enzymatic pathways with further biotechnological potential (Zaikova et al. 2019ZAIKOVA E, GOERLITZ DS, TIGHE SW, WAGNER NY, BAI Y, HALL BL, BEVILACQUA JG, WENG MM, SAMUELS-FAIR MD & JOHNSON SS. 2019. Antarctic Relic Microbial Mat Community Revealed by Metagenomics and Metatranscriptomics. Front Ecol Evol 7(1): 1-22. DOI:10.3389/fevo.2019.00001.). For example, our functional profiling analysis revealed enzymes with potential for bioremediation techniques, with annotations for aerobic and anaerobic degradation of aromatic compounds (e.g., toluene, xylene, methylnaphthalene, and styrene) found in 14,615 reads. Degradation of styrene, an aromatic hydrocarbon present in industrial effluents (Mooney et al. 2006MOONEY A, WARD PG & O’CONNOR KE. 2006. Microbial degradation of styrene: biochemistry, molecular genetics, and perspectives for biotechnological applications. Appl Microbiol Biotechnol 72: 1-10. DOI:10.1007/s00253-006-0443-1., Tan et al. 2015TAN GYA, CHEN CL, GE L, LI L, TAN SN & WANG JY. 2015. Bioconversion of Styrene to Poly(hydroxyalkanoate) (PHA) by the New Bacterial Strain Pseudomonas putida NBUS12. Microbes Environ 30(1): 76-85. DOI:10.1264/jsme2.ME14138.), revealed almost complete pathways, with enzymes such as homogentisate 1,2-dioxygenase (250 reads) (Figure 5). Styrene biodegradation relies especially on Proteobacteria species which oxidize this toxic compound into styrene oxide that is further isomerized into phenylacetaldehyde (Mooney et al. 2006MOONEY A, WARD PG & O’CONNOR KE. 2006. Microbial degradation of styrene: biochemistry, molecular genetics, and perspectives for biotechnological applications. Appl Microbiol Biotechnol 72: 1-10. DOI:10.1007/s00253-006-0443-1., Runye et al. 2015RUNYE Z, CHRISTIAN K, ZHUOWEI C, LICHAO L, JIANMING Y & JIANMENG C. 2015. Styrene removal in a biotrickling filter and a combined UV-biotrickling filter: steady-and transient-state performance and microbial analysis. Chem Eng J 275: 168-178. DOI:10.1016/j.cej.2015.04.016.). Final enzymatic reactions lead the converted compounds into the Citrate Cycle (Mooney et al. 2006MOONEY A, WARD PG & O’CONNOR KE. 2006. Microbial degradation of styrene: biochemistry, molecular genetics, and perspectives for biotechnological applications. Appl Microbiol Biotechnol 72: 1-10. DOI:10.1007/s00253-006-0443-1.), thus participating in carbon metabolism. Styrene bioremediation processes have attracted attention in the last few years especially for the conceivable bioconversion of toxic wastes into market-valuable compounds such as polyhydroxyalkanoates (PHA), which offer high commercial interest for the pharmaceutical industry (Rai et al. 2011RAI R, KESHAVARZ T, ROETHER JA, BOCCACCINI AR & ROY I. 2011. Medium chain length polyhydroxyalkanoates, promising new biomedical materials for the future. Mater Sci Eng R Rep 72: 29-47. DOI:10.1016/j.mser.2010.11.002.). Xanthobacter and Pseudomonas strains have been widely studied for their potential in styrene bioremediation (Mooney et al. 2006MOONEY A, WARD PG & O’CONNOR KE. 2006. Microbial degradation of styrene: biochemistry, molecular genetics, and perspectives for biotechnological applications. Appl Microbiol Biotechnol 72: 1-10. DOI:10.1007/s00253-006-0443-1., Tan et al. 2015TAN GYA, CHEN CL, GE L, LI L, TAN SN & WANG JY. 2015. Bioconversion of Styrene to Poly(hydroxyalkanoate) (PHA) by the New Bacterial Strain Pseudomonas putida NBUS12. Microbes Environ 30(1): 76-85. DOI:10.1264/jsme2.ME14138.). Nonetheless, the isolation and characterization of novel strains with enzymatic capacity for degradation of styrene — as for other aromatic hydrocarbons — is highly appreciated (Tan et al. 2015TAN GYA, CHEN CL, GE L, LI L, TAN SN & WANG JY. 2015. Bioconversion of Styrene to Poly(hydroxyalkanoate) (PHA) by the New Bacterial Strain Pseudomonas putida NBUS12. Microbes Environ 30(1): 76-85. DOI:10.1264/jsme2.ME14138.), and the discovery of enzymes for degradation of these toxic compounds in ice-tephra samples could represent one of the many potentials for biotechnological applications of such exquisite and unknown environment. Further analysis of glacial ice with volcanic sediments using both culture-dependent and independent approaches should reveal more details on such perspectives.
Styrene degradation pathway. Purple boxes represent the enzymes found in the ice-tephra metagenome.
CONCLUSIONS
To our knowledge, this is the first description of the taxonomic and functional diversity of an ice-tephra (volcanic) community using metagenomics. Our results showed this unique site presenting distinct features of its own, probably related to the influence of volcanic material. Since the glacial ice-tephra ecosystem is now better understood, future studies could explore other questions on these habitats. For example, the use of RNA-sequencing (metatranscriptomics) could shed light on the active microbial community of these glacial ecosystems, revealing their strategies for nutrition, survival, and reproduction in the extreme cold.
ACKNOWLEDGMENTS
This study was supported by the Brazilian Antarctic Program (PROANTAR/CNPq) and Instituto Nacional de Ciência e Tecnologia (INCT) da Criosfera. The project was financed by CNPq (Conselho Nacional de Desenvolvimento Científico e Tecnológico - #426949/2016-1 and #407816/2013-5). CTK received scholarship grant from Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina (FAPESC). MGK received scholarship grant by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior – Brazil (CAPES).
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SUPPLEMENTARY MATERIAL
Figure S1
Publication Dates
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Publication in this collection
29 Apr 2022 -
Date of issue
2022
History
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Received
20 Apr 2021 -
Accepted
8 Oct 2021