

FOLLOWUS
1.College of Marine Life Science, Ocean University of China, Qingdao 266003, China
2.Laboratory for Marine Ecology and Environmental Science, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao 266237, China
3.Key Laboratory of Marine Environment and Ecology, Ministry of Education, Ocean University of China, Qingdao 266100, China
4.Key Laboratory of Gas Hydrate, Ministry of Natural Resources, Qingdao Institute of Marine Geology, Qingdao 266071, China
5.Liaoning Ocean and Fisheries Science Research Institute, Dalian 116023, China
6.College of Environmental Science and Engineering, Ocean University of China, Qingdao 266100, China
7.Key Laboratory of Marine Chemistry Theory and Technology, Ministry of Education/Institute for Advanced Ocean Study, Ocean University of China, Qingdao 266100, China
zhenyu@ouc.edu.cn
Received:24 January 2022,
Accepted:30 March 2022,
Online First:09 June 2022,
Published:01 September 2023
Scan QR Code
LI Siqi,CHEN Ye,SONG Lun,et al.Distinct taxonomic and ecological functions of microbiome in sediments of different depth in Bohai Sea and Yellow Sea[J].Journal of Oceanology and Limnology,2023,41(05):1765-1780.
Microorganisms in sediments are critical to marine ecosystems. The microbial communities in marine sediments of the Bohai Sea (BS) and Yellow Sea (YS)
the eastern Chinese marginal seas
were uncovered in employing the metagenomic approach. In addition
the taxonomic and functional compositions of microbes were compared among various sediment core depths. Results showing the compositions
diversities
and functions of the microbial communities showed no significant variations with sea areas
and significant seasonal variations was observed in station 3500-7 only on functions of the microbial communities. Moreover
the compositions
diversities
and functions of the microbial communities changed noticeably in different sediment depths in close correlation with physical and chemical properties of sediments. However
the large fraction of the variation in functional communities remained unexplained. From bioinformatic analysis of the metagenomic data
the carbon-metabolism-related genes such as glycosyl transferase (GT)
glycoside hydrolase (GH)
and carbohydrate esterase (CE) genes were rich in the microbial community
especially in the top sediment depth. Additionally
in this N-polluted habitat
nitrification and anaerobic ammonia oxidation (anammox) were dominant in the top sediment depth
whereas dissimilatory nitrate reduction to ammonium (DNRA) and denitrification were dominant in the middle and bottom depth
respectively. Further identification of possible biogeochemical links suggested that Gammaproteobacteria
Alphaproteobacteria
Nitrospirae
Nitrospinae
Chloroflexi
and Methanomicrobia might promote effective circulation of carbon and nitrogen cycling. This study expanded our knowledge about the structure and functional potential of microbial communities associated with different sediment depth
and provided further comprehensive information on element cycles in marine environments.
Allison S D , Martiny J B H . 2008 . Resistance, resilience, and redundancy in microbial communities . Proceedings of the National Academy of Sciences of the United States of America , 1051 ( S1 ): 11512 - 11519 , https://doi.org/10.1073/pnas.0801925105 https://doi.org/10.1073/pnas.0801925105 . https://do 10.1073/pnas.0801925105 http://dx.doi.org/10.1073/pnas.0801925105
Baker B J , Appler K E , Gong X Z . 2021 . New microbial biodiversity in marine sediments . Annual Review of Marine Science , 13 : 161 - 175 , https://doi.org/10.1146/annurev-marine-032020-014552 https://doi.org/10.1146/annurev-marine-032020-014552 .
Bange H W , Bartell U H , Rapsomanikis S et al . 1994 . Methane in the Baltic and North Seas and a reassessment of the marine emissions of methane . Global Biogeochemical Cycles , 8 ( 4 ): 465 - 480 , https://doi.org/10.1029/94GB02181 https://doi.org/10.1029/94GB02181 .
Biddle J F , Fitz-Gibbon S , Schuster S C et al . 2008 . Metagenomic signatures of the Peru Margin subseafloor biosphere show a genetically distinct environment . Proceedings of the National Academy of Sciences of the United States of America , 105 ( 30 ): 10583 - 10588 , https://doi.org/10.1073/pnas.0709942105 https://doi.org/10.1073/pnas.0709942105 .
Bray J R , Curtis J T . 1957 . An ordination of the upland forest communities of southern Wisconsin . Ecological Monographs , 27 ( 4 ): 325 - 349 , https://doi.org/10.2307/1942268 https://doi.org/10.2307/1942268 .
Buchfink B , Xie C , Huson D H . 2015 . Fast and sensitive protein alignment using DIAMOND . Nature Methods , 12 ( 1 ): 59 - 60 , https://doi.org/10.1038/nmeth.3176 https://doi.org/10.1038/nmeth.3176 .
Cardinale B J , Nelson K , Palmer M A . 2000 . Linking species diversity to the functioning of ecosystems: on the importance of environmental context . Oikos , 91 ( 1 ): 175 - 183 , https://doi.org/10.1034/j.1600-0706.2000.910117.x https://doi.org/10.1034/j.1600-0706.2000.910117.x .
Chen Y , Li S Q , Xu X Q et al . 2021 . Characterization of microbial communities in sediments of the South Yellow Sea . Journal of Oceanology and Limnology , 39 ( 3 ): 846 - 864 , https://doi.org/10.1007/s00343-020-0106-6 https://doi.org/10.1007/s00343-020-0106-6 .
Delgado-Baquerizo M , Oliverio A M , Brewer T E et al . 2018 . A global atlas of the dominant bacteria found in soil . Science , 359 ( 6373 ): 320 - 325 , https://doi.org/10.1126/science.aap9516 https://doi.org/10.1126/science.aap9516 .
Fernández-Gómez B , Richter M , Schüler M et al . 2013 . Ecology of marine Bacteroidetes: a comparative genomics approach . The ISME Journal , 7 ( 5 ): 1026 - 1037 , https://doi.org/10.1038/ismej.2012.169 https://doi.org/10.1038/ismej.2012.169 .
Fuhrman J A . 2009 . Microbial community structure and its functional implications . Nature , 459 ( 7244 ): 193 - 199 , https://doi.org/10.1038/nature08058 https://doi.org/10.1038/nature08058 .
Gardner W S , McCarthy M J , An S et al . 2006 . Nitrogen fixation and dissimilatory nitrate reduction to ammonium (DNRA) support nitrogen dynamics in Texas estuaries. Limnology and Oceanography , 51 (1part 2 ): 558 - 568 , https://doi.org/10.4319/lo.2006.51.1_part_2.0558 https://doi.org/10.4319/lo.2006.51.1_part_2.0558 .
Ghiglione J F , Galand P E , Pommier T et al . 2012 . Pole-to-pole biogeography of surface and deep marine bacterial communities . Proceedings of the National Academy of Sciences of the United States of America , 109 ( 43 ): 17633 - 17638 , https://doi.org/10.1073/pnas.1208160109 https://doi.org/10.1073/pnas.1208160109 .
Graham D E , Wallenstein M D , Vishnivetskaya T A et al . 2012 . Microbes in thawing permafrost: the unknown variable in the climate change equation . The ISME Journal , 6 ( 4 ): 709 - 712 , https://doi.org/10.1038/ismej.2011.163 https://doi.org/10.1038/ismej.2011.163 .
Handy R D , Poxton M G . 1993 . Nitrogen pollution in mariculture: toxicity and excretion of nitrogenous compounds by marine fish . Reviews in Fish Biology and Fisheries , 3 ( 3 ): 205 - 241 , https://doi.org/10.1007/BF00043929 https://doi.org/10.1007/BF00043929 .
He Q C , Zhang D Q , Main K et al . 2018 . Biological denitrification in marine aquaculture systems: a multiple electron donor microcosm study . Bioresource Technology , 263 : 340 - 349 , https://doi.org/10.1016/j.biortech.2018.05.018 https://doi.org/10.1016/j.biortech.2018.05.018 .
Hedges J I , Keil R G . 1995 . Sedimentary organic matter preservation: an assessment and speculative synthesis: authors' closing comments . Marine Chemistry , 49 ( 2-3 ): 137 - 139 , https://doi.org/10.1016/0304-4203(95)00013-H https://doi.org/10.1016/0304-4203(95)00013-H .
Herlemann D P R , Labrenz M , Jürgens K et al . 2011 . Transitions in bacterial communities along the 2000 km salinity gradient of the Baltic Sea . The ISME Journal , 5 ( 10 ): 1571 - 1579 , https://doi.org/10.1038/ismej.2011.41 https://doi.org/10.1038/ismej.2011.41 .
Hyatt D , Chen G L , Locascio P L et al . 2010 . Prodigal: prokaryotic gene recognition and translation initiation site identification . BMC Bioinformatics , 11 : 119 . https://do 10.1186/1471-2105-11-119 http://dx.doi.org/10.1186/1471-2105-11-119
Kanehisa M , Goto S . 2000 . KEGG: Kyoto encyclopedia of genes and genomes . Nucleic Acids Research , 28 ( 1 ): 27 - 30 , https://doi.org/10.1093/nar/28.1.27 https://doi.org/10.1093/nar/28.1.27 .
Kim B S , Kim B K , Lee J H et al . 2008 . Rapid phylogenetic dissection of prokaryotic community structure in tidal flat using pyrosequencing . The Journal of Microbiology , 46 ( 4 ): 357 - 363 , https://doi.org/10.1007/s12275-008-0071-9 https://doi.org/10.1007/s12275-008-0071-9 .
Li W Z , Godzik A . 2006 . Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences . Bioinformatics , 22 ( 13 ): 1658 - 1659 , https://doi.org/10.1093/bioinformatics/btl158 https://doi.org/10.1093/bioinformatics/btl158 .
Lin X L , Hetharua B , Lin L et al . 2019 . Mangrove sediment microbiome: adaptive microbial assemblages and their routed biogeochemical processes in Yunxiao Mangrove National Nature Reserve, China . Microbial Ecology , 78 ( 1 ): 57 - 69 , https://doi.org/10.1007/s00248-018-1261-6 https://doi.org/10.1007/s00248-018-1261-6 .
Liu J W , Liu X S , Wang M et al . 2015 . Bacterial and archaeal communities in sediments of the North Chinese marginal seas . Microbial Ecology , 70 ( 1 ): 105 - 117 , https://doi.org/10.1007/s00248-014-0553-8 https://doi.org/10.1007/s00248-014-0553-8 .
Liu J W , Zhu S Q , Liu X Y et al . 2020 . Spatiotemporal dynamics of the archaeal community in coastal sediments: assembly process and co-occurrence relationship . The ISME Journal , 14 ( 6 ): 1463 - 1478 , https://doi.org/10.1038/s41396-020-0621-7 https://doi.org/10.1038/s41396-020-0621-7 .
Lloyd K G , Schreiber L , Petersen D G et al . 2013 . Predominant archaea in marine sediments degrade detrital proteins . Nature , 496 ( 7444 ): 215 - 218 , https://doi.org/10.1038/nature12033 https://doi.org/10.1038/nature12033 .
Louca S , Jacques S M S , Pires A P F et al . 2017 . High taxonomic variability despite stable functional structure across microbial communities . Nature Ecology & Evolution , 1 ( 1 ): 0015 , https://doi.org/10.1038/s41559-016-0015 https://doi.org/10.1038/s41559-016-0015 .
Lücker S , Wagner M , Maixner F et al . 2010 . A Nitrospira metagenome illuminates the physiology and evolution of globally important nitrite-oxidizing bacteria . Proceedings of the National Academy of Sciences of the United States of America , 107 ( 30 ): 13479 - 13484 , https://doi.org/10.1073/pnas.1003860107 https://doi.org/10.1073/pnas.1003860107 . https://do 10.1073/pnas.1003860107 http://dx.doi.org/10.1073/pnas.1003860107
Luo R B , Liu B H , Xie Y L et al . 2012 . SOAPdenovo2: an empirically improved memory-efficient short-read de novo assembler . GigaScience , 1 ( 1 ): 18 , https://doi.org/10.1186/2047-217X-1-18 https://doi.org/10.1186/2047-217X-1-18 .
Männistö M K , Kurhela E , Tiirola M et al . 2013 . Acidobacteria dominate the active bacterial communities of Arctic tundra with widely divergent winter-time snow accumulation and soil temperatures . FEMS Microbiology Ecology , 84 ( 1 ): 47 - 59 , https://doi.org/10.1111/1574-6941.12035 https://doi.org/10.1111/1574-6941.12035 . https://do 10.1111/1574-6941.12035 http://dx.doi.org/10.1111/1574-6941.12035
McKee B A , Aller R C , Allison M A et al . 2004 . Transport and transformation of dissolved and particulate materials on continental margins influenced by major rivers: benthic boundary layer and seabed processes . Continental Shelf Research , 24 ( 7-8 ): 899 - 926 , https://doi.org/10.1016/j.csr.2004.02.009 https://doi.org/10.1016/j.csr.2004.02.009 . https://do 10.1016/j.csr.2004.02.009 http://dx.doi.org/10.1016/j.csr.2004.02.009
Mondav R , Woodcroft B J , Kim E H et al . 2014 . Discovery of a novel methanogen prevalent in thawing permafrost . Nature Communications , 5 : 3212 , https://doi.org/10.1038/ncomms4212 https://doi.org/10.1038/ncomms4212 . https://do 10.1038/ncomms4212 http://dx.doi.org/10.1038/ncomms4212
Oni O E , Schmidt F , Miyatake T et al . 2015 . Microbial communities and organic matter composition in surface and subsurface sediments of the Helgoland mud area, North Sea . Frontiers in Microbiology , 6 : 1290 , https://doi.org/10.3389/fmicb.2015.01290 https://doi.org/10.3389/fmicb.2015.01290 .
Oren A . 2014 . The Family Methanobacteriaceae . In: Rosenberg E, DeLong E F, Lory S et al eds. The Prokaryotes . Springer, Berlin, Heidelberg , https://doi.org/10.1007/978-3-642-38954-2_411 https://doi.org/10.1007/978-3-642-38954-2_411 .
Orphan V J , House C H , Hinrichs K U et al . 2002 . Multiple archaeal groups mediate methane oxidation in anoxic cold seep sediments . Proceedings of the National Academy of Sciences of the United States of America , 99 ( 11 ): 7663 - 7668 , https://doi.org/10.1073/pnas.072210299 https://doi.org/10.1073/pnas.072210299 .
Petro C , Zäncker B , Starnawski P et al . 2019 . Marine deep biosphere microbial communities assemble in near-surface sediments in Aarhus Bay . Frontiers in Microbiology , 10 : 758 , https://doi.org/10.3389/fmicb.2019.00758 https://doi.org/10.3389/fmicb.2019.00758 .
Qiao S Q , Shi X F , Wang G Q et al . 2017 . Sediment accumulation and budget in the Bohai Sea, Yellow Sea and East China Sea . Marine Geology , 390 : 270 - 281 , https://doi.org/10.1016/j.margeo.2017.06.004 https://doi.org/10.1016/j.margeo.2017.06.004 .
Qiao Y L , Liu J W , Zhao M X et al . 2018 . Sediment depth-dependent spatial variations of bacterial communities in mud deposits of the Eastern China marginal seas . Frontiers in Microbiology , 9 : 1128 , https://doi.org/10.3389/fmicb.2018.01128 https://doi.org/10.3389/fmicb.2018.01128 .
Rosenfeld J S . 2002 . Functional redundancy in ecology and conservation . Oikos , 98 ( 1 ): 156 - 162 , https://doi.org/10.1034/j.1600-0706.2002.980116.x https://doi.org/10.1034/j.1600-0706.2002.980116.x .
Satinsky B M , Smith C B , Sharma S et al . 2017 . Expression patterns of elemental cycling genes in the Amazon River plume . The ISME Journal , 11 ( 8 ): 1852 - 1864 , https://doi.org/10.1038/ismej.2017.46 https://doi.org/10.1038/ismej.2017.46 .
Sekiguchi Y , Yamada T , Hanada S et al . 2003 . Anaerolinea thermophila gen. nov., sp. nov. and Caldilinea aerophila gen. nov., sp. nov., novel filamentous thermophiles that represent a previously uncultured lineage of the domain Bacteria at the subphylum level . International Journal of Systematic and Evolutionary Microbiology , 53 ( 6 ): 1843 - 1851 , https://doi.org/10.1099/ijs.0.02699-0 https://doi.org/10.1099/ijs.0.02699-0 .
Shi W , Wang M H . 2012 . Satellite views of the Bohai Sea, Yellow Sea, and East China Sea . Progress in Oceanography , 104 : 30 - 45 , https://doi.org/10.1016/j.pocean.2012.05.001 https://doi.org/10.1016/j.pocean.2012.05.001 .
Sienkiewicz N , Bier R L , Wang J et al . 2020 . Bacterial communities and nitrogen transformation genes in streambank legacy sediments and implications for biogeochemical processing . Biogeochemistry , 148 ( 3 ): 271 - 290 , https://doi.org/10.1007/s10533-020-00659-6 https://doi.org/10.1007/s10533-020-00659-6 .
Tringe S G , von Mering C , Kobayashi A et al . 2005 . Comparative metagenomics of microbial communities . Science , 308 ( 5721 ): 554 - 557 , https://doi.org/10.1126/science.1107851 https://doi.org/10.1126/science.1107851 .
Tripathi B M , Kim H M , Jung J Y et al . 2019 . Distinct taxonomic and functional profiles of the microbiome associated with different soil horizons of a moist tussock tundra in Alaska . Frontiers in Microbiology , 10 : 1442 , https://doi.org/10.3389/fmicb.2019.01442 https://doi.org/10.3389/fmicb.2019.01442 .
Wang Y , Sheng H F , He Y et al . 2012 . Comparison of the levels of bacterial diversity in freshwater, intertidal wetland, and marine sediments by using millions of Illumina tags . Applied and Environmental Microbiology , 78 ( 23 ): 8264 - 8271 , https://doi.org/10.1128/AEM.01821-12 https://doi.org/10.1128/AEM.01821-12 .
Wang Z , Juarez D L , Pan J F et al . 2019 . Microbial communities across nearshore to offshore coastal transects are primarily shaped by distance and temperature . Environmental Microbiology , 21 ( 10 ): 3862 - 3872 , https://doi.org/10.1111/1462-2920.14734 https://doi.org/10.1111/1462-2920.14734 .
Woodcroft B J , Singleton C M , Boyd J A et al . 2018 . Genome-centric view of carbon processing in thawing permafrost . Nature , 560 ( 7716 ): 49 - 54 , https://doi.org/10.1038/s41586-018-0338-1 https://doi.org/10.1038/s41586-018-0338-1 .
Wu Q , Lin D , Zhang Z H et al . 2018 . Metagenomics investigation of agarlytic genes and genomes in mangrove sediments in China: a potential repertory for carbohydrate-active enzymes . Frontiers in Microbiology , 9 : 1864 , https://doi.org/10.3389/fmicb.2018.01864 https://doi.org/10.3389/fmicb.2018.01864 .
Xiang X , Wang R C , Wang H M et al . 2017 . Distribution of Bathyarchaeota communities across different terrestrial settings and their potential ecological functions . Scientific Reports , 7 : 45028 , https://doi.org/10.1038/srep45028 https://doi.org/10.1038/srep45028 .
York A . 2018 . Marine biogeochemical cycles in a changing world . Nature Reviews Microbiology , 16 ( 5 ): 259 , https://doi.org/10.1038/nrmicro.2018.40 https://doi.org/10.1038/nrmicro.2018.40 .
Zhai W D , Zhao H D , Su J L et al . 2019 . Emergence of summertime hypoxia and concurrent carbonate mineral suppression in the central Bohai Sea, China . Journal of Geophysical Research: Biogeosciences , 124 : 2768 - 2785 , https://doi.org/10.1029/2019JG005120 https://doi.org/10.1029/2019JG005120 .
Zhou Z C , Zhang G X , Xu Y B et al . 2018 . Successive transitory distribution of Thaumarchaeota and partitioned distribution of Bathyarchaeota from the Pearl River estuary to the northern South China Sea . Applied Microbiology and Biotechnology , 102 ( 18 ): 8035 - 8048 , https://doi.org/10.1007/s00253-018-9147-6 https://doi.org/10.1007/s00253-018-9147-6 .
0
Views
0
Downloads
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621