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Meka AF, Bekele GK, Abas MK, Gemeda MT. Exploring bioactive compound origins: Profiling gene cluster signatures related to biosynthesis in microbiomes of Sof Umer Cave, Ethiopia. PLoS One 2025; 20:e0315536. [PMID: 40048434 PMCID: PMC11884727 DOI: 10.1371/journal.pone.0315536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Accepted: 11/26/2024] [Indexed: 03/09/2025] Open
Abstract
Sof Umer Cave is an unexplored extreme environment that hosts novel microbes and potential genetic resources. Microbiomes from caves have been genetically adapted to produce various bioactive metabolites, allowing them to survive and tolerate harsh conditions. However, the biosynthesis-related gene cluster signatures in the microbiomes of Sof Umer Cave have not been explored. Therefore, high-throughput shotgun sequencing was used to explore biosynthesis-related gene clusters (BGCs) in the microbiomes of Sof Umer Cave. The GeneAll DNA Soil Mini Kit was used to extract high-molecular-weight DNA from homogenized samples, and the purified DNA was sequenced using a NovaSeq PE150. According to the Micro-RN database, the most common microbial genera in Sof Umer Cave are Protobacteria, Actinobacteria, Verrucomicrobiota, and Cyanobacteria. The biosynthesis-related gene clusters were annotated and classified, and the BGCs were predicted using antiSMASH and NAPDOS1. A total of 460 putative regions of BGCs encoding a wide range of secondary metabolites were identified, including RiPP (47.82%), terpene (19.57%), NRPS (13.04%), hybrid (2.18%), and other newly annotated (10.87%) compounds. Additionally, the NAPDOS pipeline identified a calcium-dependent antibiotic gene cluster from Streptomyces coelicolor, an actinomycin gene cluster from Streptomyces chrysomallus, and a bleomycin gene cluster from Streptomyces verticillus. These findings highlight the untapped biosynthetic potential of the Sof Umer Cave microbiome, as well as its potential for the discovery of natural products.
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Affiliation(s)
- Abu Feyisa Meka
- Department of Biotechnology, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia
- Department of Biology, Bule Hora University, Bule Hora, Ethiopia
| | - Gessesse Kebede Bekele
- Department of Biotechnology, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia
- Biotechnology and Bioprocess Centre of Excellence, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia
| | - Musin Kelel Abas
- Department of Biotechnology, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia
- Biotechnology and Bioprocess Centre of Excellence, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia
| | - Mesfin Tafesse Gemeda
- Department of Biotechnology, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia
- Biotechnology and Bioprocess Centre of Excellence, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia
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Hafsi A, Moquet L, Hendrycks W, De Meyer M, Virgilio M, Delatte H. Evidence for a gut microbial community conferring adaptability to diet quality and temperature stressors in phytophagous insects: the melon fruit fly Zeugodacus cucurbitae (Diptera: Tephritidae) as a case study. BMC Microbiol 2024; 24:514. [PMID: 39627693 PMCID: PMC11613556 DOI: 10.1186/s12866-024-03673-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 11/25/2024] [Indexed: 12/08/2024] Open
Abstract
BACKGROUND The high invasiveness of phytophagous insects is related to their adaptability to various environments, that can be influenced by their associated microbial community. Microbial symbionts are known to play a key role in the biology, ecology, and evolution of phytophagous insects, but their abundance and diversity are suggested to be influenced by environmental stressors. In this work, using 16 S rRNA metabarcoding we aim to verify (1) if laboratory rearing affects microbial symbiont communities of Zeugodacus cucurbitae females, a cosmopolitan pest of cucurbitaceous crops (2) if temperature, diet quality, and antibiotic treatments affect microbial symbiont communities of both laboratory and wild populations, and (3) if changes in microbial symbiont communities due to temperature, diet and antibiotic affect longevity and fecundity of Z. cucurbitae. RESULTS The results showed that microbial diversity, particularly the β-diversity was significantly affected by insect origin, temperature, diet quality, and antibiotic treatment. The alteration of gut microbial symbionts, specifically Enterobacteriaceae, was associated with low fecundity and longevity of Z. cucurbitae females feeding on optimal diet only. Fecundity reduction in antibiotic treated females was more pronounced when flies were fed on a poor diet without protein. CONCLUSIONS our study proves the relationship between gut microbiome and host fitness under thermal and diet fluctuation highlighting the importance of microbial community in the adaptation of Z. cucurbitae to environmental stress. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Abir Hafsi
- CIRAD, UMR PVBMT, St Pierre, La Réunion, F-97410, France.
- Université de la Réunion, Saint Denis, La Réunion, 97400, France.
| | - Laura Moquet
- CIRAD, UMR PVBMT, St Pierre, La Réunion, F-97410, France
| | - Wouter Hendrycks
- Royal Museum for Central Africa, Tervuren, Belgium
- Evolutionary Ecology Group, University of Antwerp, Wilrijk, 2610, Belgium
| | | | | | - Hélène Delatte
- CIRAD, UMR PVBMT, St Pierre, La Réunion, F-97410, France
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Makk J, Toumi M, Krett G, Lange-Enyedi NT, Schachner-Groehs I, Kirschner AKT, Tóth E. Temporal changes in the morphological and microbial diversity of biofilms on the surface of a submerged stone in the Danube River. Biol Futur 2024; 75:261-277. [PMID: 38970754 DOI: 10.1007/s42977-024-00228-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 06/25/2024] [Indexed: 07/08/2024]
Abstract
Epilithic biofilms are ubiquitous in large river environments and are crucial for biogeochemical processes, but their community structures and functions remain poorly understood. In this paper, the seasonal succession in the morphological structure and the taxonomic composition of an epilithic bacterial biofilm community at a polluted site of the Danube River were followed using electron microscopy, high-throughput 16S rRNA gene amplicon sequencing and multiplex/taxon-specific PCRs. The biofilm samples were collected from the same submerged stone and carried out bimonthly in the littoral zone of the Danube River, downstream of a large urban area. Scanning electron microscopy showed that the biofilm was composed of diatoms and a variety of bacteria with different morphologies. Based on amplicon sequencing, the bacterial communities were dominated by the phyla Pseudomonadota and Bacteroidota, while the most abundant archaea belonged to the phyla Nitrososphaerota and Nanoarchaeota. The changing environmental factors had an effect on the composition of the epilithic microbial community. Critical levels of faecal pollution in the water were associated with increased relative abundance of Sphaerotilus, a typical indicator of "sewage fungus", but the composition and diversity of the epilithic biofilms were also influenced by several other environmental factors such as temperature, water discharge and total suspended solids (TSS). The specific PCRs showed opportunistic pathogenic bacteria (e.g. Pseudomonas spp., Legionella spp., P. aeruginosa, L. pneumophila, Stenotrophomonas maltophilia) in some biofilm samples, but extended spectrum β-lactamase (ESBL) genes and macrolide resistance genes could not be detected.
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Affiliation(s)
- Judit Makk
- Department of Microbiology, Faculty of Science, Institute of Biology, Eötvös Loránd University, Pázmány P. Sétány 1/C, 1117, Budapest, Hungary.
| | - Marwene Toumi
- Department of Microbiology, Faculty of Science, Institute of Biology, Eötvös Loránd University, Pázmány P. Sétány 1/C, 1117, Budapest, Hungary
| | - Gergely Krett
- Department of Microbiology, Faculty of Science, Institute of Biology, Eötvös Loránd University, Pázmány P. Sétány 1/C, 1117, Budapest, Hungary
| | - Nóra Tünde Lange-Enyedi
- Department of Microbiology, Faculty of Science, Institute of Biology, Eötvös Loránd University, Pázmány P. Sétány 1/C, 1117, Budapest, Hungary
| | - Iris Schachner-Groehs
- Center for Pathophysiology, Infectiology and Immunology, Institute of Hygiene and Applied Immunology - Water Microbiology, Medical University of Vienna, Kinderspitalgasse 15, 1090, Vienna, Austria
| | - Alexander K T Kirschner
- Center for Pathophysiology, Infectiology and Immunology, Institute of Hygiene and Applied Immunology - Water Microbiology, Medical University of Vienna, Kinderspitalgasse 15, 1090, Vienna, Austria
- Division Water Quality and Health, Department Pharmacology, Physiology and Microbiology, Karl Landsteiner University of Health Sciences, Dr.-Karl-Dorrek-Straße 30, 3500, Krems an Der Donau, Austria
| | - Erika Tóth
- Department of Microbiology, Faculty of Science, Institute of Biology, Eötvös Loránd University, Pázmány P. Sétány 1/C, 1117, Budapest, Hungary
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Lange-Enyedi NT, Németh P, Borsodi AK, Spötl C, Makk J. Calcium carbonate precipitating extremophilic bacteria in an Alpine ice cave. Sci Rep 2024; 14:2710. [PMID: 38302670 PMCID: PMC10834452 DOI: 10.1038/s41598-024-53131-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 01/29/2024] [Indexed: 02/03/2024] Open
Abstract
Extensive research has provided a wealth of data on prokaryotes in caves and their role in biogeochemical cycles. Ice caves in carbonate rocks, however, remain enigmatic environments with limited knowledge of their microbial taxonomic composition. In this study, bacterial and archaeal communities of the Obstans Ice Cave (Carnic Alps, Southern Austria) were analyzed by next-generation amplicon sequencing and by cultivation of bacterial strains at 10 °C and studying their metabolism. The most abundant bacterial taxa were uncultured Burkholderiaceae and Brevundimonas spp. in the drip water, Flavobacterium, Alkanindiges and Polaromonas spp. in the ice, Pseudonocardia, Blastocatella spp., uncultured Pyrinomonadaceae and Sphingomonadaceae in carbonate precipitates, and uncultured Gemmatimonadaceae and Longimicrobiaceae in clastic cave sediments. These taxa are psychrotolerant/psychrophilic and chemoorganotrophic bacteria. On a medium with Mg2+/Ca2+ = 1 at 21 °C and 10 °C, 65% and 35% of the cultivated strains precipitated carbonates, respectively. The first ~ 200 µm-size crystals appeared 2 and 6 weeks after the start of the cultivation experiments at 21 °C and 10 °C, respectively. The crystal structure of these microbially induced carbonate precipitates and their Mg-content are strongly influenced by the Mg2+/Ca2+ ratio of the culture medium. These results suggest that the high diversity of prokaryotic communities detected in cryogenic subsurface environments actively contributes to carbonate precipitation, despite living at the physical limit of the presence of liquid water.
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Affiliation(s)
- Nóra Tünde Lange-Enyedi
- Institute for Geological and Geochemical Research, HUN-REN Research Centre for Astronomy and Earth Sciences, Budaörsi út 45, Budapest, 1112, Hungary
- Department of Microbiology, Institute of Biology, Faculty of Science, ELTE Eötvös Loránd University, Pázmány P. sétány 1/C, Budapest, 1117, Hungary
| | - Péter Németh
- Institute for Geological and Geochemical Research, HUN-REN Research Centre for Astronomy and Earth Sciences, Budaörsi út 45, Budapest, 1112, Hungary.
- Research Institute of Biomolecular and Chemical Engineering, Nanolab, University of Pannonia, Egyetem út 10, Veszprém, 8200, Hungary.
| | - Andrea K Borsodi
- Department of Microbiology, Institute of Biology, Faculty of Science, ELTE Eötvös Loránd University, Pázmány P. sétány 1/C, Budapest, 1117, Hungary
- Institute of Aquatic Ecology, HUN-REN Centre for Ecological Research, Karolina út 29, Budapest, 1113, Hungary
| | - Christoph Spötl
- Institute of Geology, University of Innsbruck, Innrain 52, 6020, Innsbruck, Austria
| | - Judit Makk
- Department of Microbiology, Institute of Biology, Faculty of Science, ELTE Eötvös Loránd University, Pázmány P. sétány 1/C, Budapest, 1117, Hungary
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