Marine Sediments Hold an Untapped Potential for Novel Taxonomic and Bioactive Bacterial Diversity

被引:27
作者
Bech, Pernille Kjersgaard [1 ]
Lysdal, Klaus Lars [1 ]
Gram, Lone [1 ]
Bentzon-Tilia, Mikkel [1 ]
Strube, Mikael Lenz [1 ]
机构
[1] Tech Univ Denmark, Dept Biotechnol & Biomed, Lyngby, Denmark
基金
新加坡国家研究基金会;
关键词
antibiotics; marine microorganisms; secondary metabolites; nonribosomal peptides; polyketides; amplicon sequencing; NATURAL-PRODUCTS; DNA EXTRACTION; BIOSYNTHESIS; ANTIBIOTICS; SEQUENCES;
D O I
10.1128/mSystems.00782-20
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Novel natural products have traditionally been sourced from culturable soil microorganisms, whereas marine sources have been less explored. The purpose of this study was to profile the microbial biosynthetic potential in coastal surface seawater and sandy sediment samples and to evaluate the feasibility of capturing this potential using traditional culturing methods. Amplicon sequencing of conserved ketosynthase (KS) and adenylation (AD) domains within polyketide synthase (PKS) and nonribosomal peptide synthetase (NRPS) genes showed that seawater and, in particular, sandy sediment had a high biosynthetic potential with 6,065 and 11,072 KS operational biosynthetic units (OBUs) and 3,292 and 5,691 AD OBUs, respectively, compared to that of four soil samples collected by Charlop-Powers et al. (Z. Charlop-Powers, C. C. Pregitzer, C. Lemetre, M. A. Ternei, et al., Proc Natl Acad Sci U S A 113:14811-14816, 2016, https://doi.org/10.1073/pnas.1615581113) with 7,067 KS and 1,629 AD OBUs. All three niches harbored unique OBUs (P = 0.001 for KS and P = 0.002 for AD by permutational multivariate analysis of variance [PERMANOVA]). The total colonial growth captured 1.9% of KS and 13.6% of AD OBUs from seawater and 2.2% KS and 12.5% AD OBUs from sediment. In a subset of bioactive isolates, only four KS OBUs and one AD OBU were recovered from whole-genome sequencing (WGS) of seven seawater-derived strains and one AD OBU from a sediment-derived strain, adding up to 0.028% of the original OBU diversity. Using a pairwise regression model of classified amplicon sequence variants (ASVs) to the species level, and OBUs, we suggest a method to estimate possible links between taxonomy and biosynthetic potential, which indicated that low abundance organisms may hold a disproportional share of the biosynthetic potential. Thus, marine microorganisms are a rich source of novel bioactive potential, which is difficult to access with traditional culturing methods. IMPORTANCE Since bacterial resistance to antibiotics is developing worldwide, new antibiotics are needed. Most antibiotics discovered so far have been found in soildwelling bacteria, so we instead targeted marine environments as a novel source of bioactive potential. We used amplicon sequencing of bioactive gene clusters in the microbiome of coastal seawater and sandy sediments and found the bioactive potential to be comparable to, but distinct from, the bioactive potential of selected soil microbiomes. Moreover, most of this potential is not captured by culturing. Comparing the biosynthetic potential to the corresponding microbiome composition suggested that minor constituents of the microbiome likely hold a disproportionally large fraction of the biosynthesis potential.
引用
收藏
页数:17
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  • [1] New PCR primers for the screening of NRPS and PKS-I systems in actinomycetes: Detection and distribution of these biosynthetic gene sequences in major taxonomic groups
    Ayuso-Sacido, A
    Genilloud, O
    [J]. MICROBIAL ECOLOGY, 2005, 49 (01) : 10 - 24
  • [2] SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing
    Bankevich, Anton
    Nurk, Sergey
    Antipov, Dmitry
    Gurevich, Alexey A.
    Dvorkin, Mikhail
    Kulikov, Alexander S.
    Lesin, Valery M.
    Nikolenko, Sergey I.
    Son Pham
    Prjibelski, Andrey D.
    Pyshkin, Alexey V.
    Sirotkin, Alexander V.
    Vyahhi, Nikolay
    Tesler, Glenn
    Alekseyev, Max A.
    Pevzner, Pavel A.
    [J]. JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (05) : 455 - 477
  • [3] Harnessing long-read amplicon sequencing to uncover NRPS and Type I PKS gene sequence diversity in polar desert soils
    Benaud, Nicole
    Zhang, Eden
    van Dorst, Josie
    Brown, Mark V.
    Kalaitzis, John A.
    Neilan, Brett A.
    Ferrari, Belinda C.
    [J]. FEMS MICROBIOLOGY ECOLOGY, 2019, 95 (04)
  • [4] Bentzon-Tilia M, 2017, TOP BIODIV CON, V16, P137, DOI 10.1007/978-3-319-47935-4_7
  • [5] In situ cultivation of previously uncultivable microorganisms using the ichip
    Berdy, Brittany
    Spoering, Amy L.
    Ling, Losee L.
    Epstein, Slava S.
    [J]. NATURE PROTOCOLS, 2017, 12 (10) : 2232 - 2242
  • [6] antiSMASH 5.0: updates to the secondary metabolite genome mining pipeline
    Blin, Kai
    Shaw, Simon
    Steinke, Katharina
    Villebro, Rasmus
    Ziemert, Nadine
    Lee, Sang Yup
    Medema, Marnix H.
    Weber, Tilmann
    [J]. NUCLEIC ACIDS RESEARCH, 2019, 47 (W1) : W81 - W87
  • [7] The antiSMASH database version 2: a comprehensive resource on secondary metabolite biosynthetic gene clusters
    Blin, Kai
    Andreu, Victoria Pascal
    de los Santos, Emmanuel L. C.
    Del Carratore, Francesco
    Lee, Sang Yup
    Medema, Marnix H.
    Weber, Tilmann
    [J]. NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) : D625 - D630
  • [8] Microbial community drivers of PK/NRP gene diversity in selected global soils
    Borsetto, Chiara
    Amos, Gregory C. A.
    da Rocha, Ulisses Nunes
    Mitchell, Alex L.
    Finn, Robert D.
    Laidi, Rabah Forar
    Vallin, Carlos
    Pearce, David A.
    Newsham, Kevin K.
    Wellington, Elizabeth M. H.
    [J]. MICROBIOME, 2019, 7
  • [9] Optimization of DNA extraction for quantitative marine bacterioplankton community analysis
    Boström, KH
    Simu, K
    Hagström, Å
    Riemann, L
    [J]. LIMNOLOGY AND OCEANOGRAPHY-METHODS, 2004, 2 : 365 - 373
  • [10] New natural product families from an environmental DNA (eDNA) gene cluster
    Brady, SF
    Chao, CJ
    Clardy, J
    [J]. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2002, 124 (34) : 9968 - 9969