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Demkina A, Slonova D, Mamontov V, Konovalova O, Yurikova D, Rogozhin V, Belova V, Korostin D, Sutormin D, Severinov K, Isaev A. Benchmarking DNA isolation methods for marine metagenomics. Sci Rep 2023; 13:22138. [PMID: 38092853 PMCID: PMC10719357 DOI: 10.1038/s41598-023-48804-z] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/30/2023] [Indexed: 12/17/2023] Open
Abstract
Metagenomics is a powerful tool to study marine microbial communities. However, obtaining high-quality environmental DNA suitable for downstream sequencing applications is a challenging task. The quality and quantity of isolated DNA heavily depend on the choice of purification procedure and the type of sample. Selection of an appropriate DNA isolation method for a new type of material often entails a lengthy trial and error process. Further, each DNA purification approach introduces biases and thus affects the composition of the studied community. To account for these problems and biases, we systematically investigated efficiency of DNA purification from three types of samples (water, sea sediment, and digestive tract of a model invertebrate Magallana gigas) with eight commercially available DNA isolation kits. For each kit-sample combination we measured the quantity of purified DNA, extent of DNA fragmentation, the presence of PCR-inhibiting contaminants, admixture of eukaryotic DNA, alpha-diversity, and reproducibility of the resulting community composition based on 16S rRNA amplicons sequencing. Additionally, we determined a "kitome", e.g., a set of contaminating taxa inherent for each type of purification kit used. The resulting matrix of evaluated parameters allows one to select the best DNA purification procedure for a given type of sample.
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Affiliation(s)
- Alina Demkina
- Skolkovo Institute of Science and Technology, Moscow, Russia
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Darya Slonova
- Skolkovo Institute of Science and Technology, Moscow, Russia
| | - Viktor Mamontov
- Skolkovo Institute of Science and Technology, Moscow, Russia
| | - Olga Konovalova
- Marine Research Center of Lomonosov Moscow State University, Moscow, Russia
- Faculty of Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Daria Yurikova
- Marine Research Center of Lomonosov Moscow State University, Moscow, Russia
- Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow, Russia
| | - Vladimir Rogozhin
- Marine Research Center of Lomonosov Moscow State University, Moscow, Russia
- Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow, Russia
| | - Vera Belova
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Dmitriy Korostin
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Dmitry Sutormin
- Skolkovo Institute of Science and Technology, Moscow, Russia.
| | | | - Artem Isaev
- Skolkovo Institute of Science and Technology, Moscow, Russia.
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Osadchiev A, Sedakov R, Frey D, Gordey A, Rogozhin V, Zabudkina Z, Spivak E, Kuskova E, Sazhin A, Semiletov I. Intense zonal freshwater transport in the Eurasian Arctic during ice-covered season revealed by in situ measurements. Sci Rep 2023; 13:16508. [PMID: 37783766 PMCID: PMC10545706 DOI: 10.1038/s41598-023-43524-w] [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: 06/05/2023] [Accepted: 09/25/2023] [Indexed: 10/04/2023] Open
Abstract
The Kara Sea receives ~ 1/3 of total freshwater discharge to the Arctic Ocean, mainly from the large Ob and Yenisei rivers. The Ob-Yenisei plume covers wide area in the central part of the Kara Sea during ice-free season (June-October) and accumulates ~ 1000 km3 of freshwater volume. In late autumn, the Kara Sea becomes covered by ice, which hinders in situ measurements at this area. As a result, the fate of the Ob-Yenisei plume below sea ice during winter and spring remains unclear. In this study, we report multiple in situ measurements performed in the Kara Sea shortly before and during ice-covered season. We demonstrate that late autumn convection in the plume shortly before ice formation significantly reduces friction between the plume and the subjacent sea. The subsequent formation of solid sea ice coverage isolates the plume from wind forcing. These two factors precondition the Ob-Yenisei plume to form an intense buoyancy-driven coastal current below sea ice. As a result, the plume advects eastward to the Laptev Sea through the Vilkitsky Strait during several months in November-February. Eventually, by late winter this huge freshwater volume disappears from the Kara Sea and contributes to freshwater content of the Laptev Sea. The obtained result improves our understanding of freshwater balance of the Kara and Laptev seas, as well as provides an important insight into the large-scale freshwater transport in the Eurasian Arctic, which remain largely unknown during ice-covered season.
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Affiliation(s)
- Alexander Osadchiev
- Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow, Russia.
- Moscow Institute of Physics and Technology, Dolgoprudny, Russia.
| | - Roman Sedakov
- Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow, Russia
| | - Dmitry Frey
- Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow, Russia
- Marine Hydrophysical Institute, Russian Academy of Sciences, Sevastopol, Russia
| | - Alexandra Gordey
- Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow, Russia
| | - Vladimir Rogozhin
- Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow, Russia
- Marine Research Center at Lomonosov Moscow State University, Moscow, Russia
| | - Zinaida Zabudkina
- Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow, Russia
- Moscow Institute of Physics and Technology, Dolgoprudny, Russia
| | - Eduard Spivak
- Ilyichev Pacific Oceanological Institute, Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia
| | | | - Andrey Sazhin
- Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow, Russia
| | - Igor Semiletov
- Ilyichev Pacific Oceanological Institute, Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia
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