The genome assembly and detection of biosynthetic gene clusters among four novel microbial isolates from deep subsurface rock biofilms
Diing D.M. AganyiD, Jessica L.S. ZyllaiD, Shiva AryaliD, Oxana V. GorbatenkoiD, David Bergmann, Venkataramana R. GadhamshettyiD, Etienne Z. GnimpiébaiD
Abstract
Tunnels in deep underground mines provide a unique interface between the surface and deep subsurface habitats. There, microbes from the surface may enter the deep tunnels as surface air is drawn into the deep mine tunnels to provide ventilation. This extreme hosting environment provides a condition for microbes to develop novel capabilities, such as the production of natural products of biotechnology or medicinal importance. This study characterized the genomes of four novel isolates from deep subsurface biofilms of the previously abandoned gold mine, which was used as a model for the underground study. Here the microbiome samples were obtained from thin, whitish, glistening biofilm samples naturally formed on the rock walls (1478 meters deep at SURF). These samples are herein referred to as "cave silver" biofilms. The samples provide 10 GB of high-quality whole genome sequences that were assembled into contigs/scaffolds and structurally and functionally annotated against various databases. Subsequently, the genomes were analyzed for biosynthetic gene clusters (BGCs) encoding secondary metabolites of biotechnology and medical importance using the antiSMASH and the NaPDoS web servers, respectively. In brief, the assemblies produced four drafted genomes of different lengths and annotated features for each strains genome, including gene clusters involved in the quorum sensing (QS) pathway. Several BGC-encoded secondary metabolites of natural products or compounds such as polyketides (PKS, PKS III, ketosynthase domain-KS), non-ribosomal peptides (condensation domain, NRPS), and terpenoids (terpenes I, polyenes type II), were identified. Furthermore, many overexpressed enzymes, most of which are shared among the strains and some unique to individual bacteria strains, were identified, revealing possible shared and individualized strain activities in the biofilms during the sample collection. CRISPR peptides were also detected in three of the four bacteria strains. In this study, we examine the genomes of microbes colonizing extreme subsurface environments and how these conditions promote the development of microbial systems that are potentially capable of producing medicinally natural products and secondary metabolites that may be used to enhance advancements in biotechnology products. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=134 SRC="FIGDIR/small/675994v1_ufig1.gif" ALT="Figure 1"> View larger version (32K): org.highwire.dtl.DTLVardef@17a82f0org.highwire.dtl.DTLVardef@2a73f0org.highwire.dtl.DTLVardef@121c3e9org.highwire.dtl.DTLVardef@1c51f9b_HPS_FORMAT_FIGEXP M_FIG C_FIG ImportanceDeep subsurface environments host unique microbial communities with specialized adaptations. By characterizing genomes from "cave silver" biofilms, this study reveals biosynthetic gene clusters and pathways for secondary metabolite production, including polyketides, peptides, and terpenoids. These findings highlight the potential of extreme-environment microbes as a novel source of biotechnologically and medically valuable natural products.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A Thousand Meters Deep: Vertical Profiling of the Subterranean Microbes of Gourgouthakas Cave
Savvas Paragkamian, Christos A. Christakis, … Panagiotis F. Sarris·bioRxiv·Jun 15, 2026
- A metagenomic view of novel microbial and metabolic diversity found within the deep terrestrial biosphere
L. M. Momper, C. P. Casar, M. R. Osburn·bioRxiv·May 6, 2021
- A vast repertoire of secondary metabolites influences community dynamics and biogeochemical processes in cold seeps
X. Dong, T. Zhang, … C. Greening·bioRxiv·Aug 12, 2023
- Bacterial secondary metabolite biosynthetic potential in soil varies with phylum, depth, and vegetation type
A. Sharrar, A. Crits-Christoph, … J. Banfield·bioRxiv·Oct 25, 2019
- Out of the abyss: Genome and metagenome mining reveals unexpected environmental distribution of abyssomicins
A. Iglesias, A. Latorre-Perez, … J. Pascual·bioRxiv·Oct 11, 2019
- GENOMIC ANALYSIS OF THE STREPTOMYCES SP. LV42-5 ISOLATED FROM INDUSTRIAL MINE DUMPS IN SHEPTYTSKYI
Ivan Roman, Orysia Makar, … Oleksandr Gromyko·Visnyk of Lviv University Biological seriesPeer-reviewed·Dec 1, 2025