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High-throughput sequencing reveals the spatial distribution variability of microbial community in coastal waters in Shenzhen

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Abstract

Seashore habitats are located between terrestrial and marine ecosystems, which are a hotspot for anthropogenic impacts. Shenzhen is one of the most developed cities in south China, but the microbial functions of its coastal ecosystems remain poorly understood. The study applied 16S rRNA gene sequencing methods to identify the bacterial community from twenty sites of Shenzhen inshore waters. The microbial structure of the samples between eastern Shenzhen and western Shenzhen seashores is notably different, suggesting the spatial variability. Proteobacteria, Cyanobacteria, Actinobacteria, and Bacteroidetes were dominant phyla in the community, and the relative abundance of Bacteroidetes was significantly higher in eastern seashores. Specifically, samples from western Shenzhen contained much more Prochlorococcus, while Synechococcus was more abundant in eastern samples. Moreover, the metabolism of terpenoids and polyketides, and transport and catabolism were significantly more abundant in eastern samples, while antibiotic-resistant pathways were enriched in western samples. The results have important significance to understand bacterial ecosystem of coastal water and promote water quality management and protection activity in Shenzhen. This study can also help developing an optimal strategy for the green economy development and the policy planning of Guangdong-Hong Kong-Macao Greater Bay Area.

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Data availability

The original 16S rRNA sequencing reads were analyzed in Table S6. The total of 2,948,256 sequences were got from 20 sampling sites. They are belonged to 962 OTUs, corresponding to different bacteria species.

References

  • Calderoli PA, Espinola FJ, Dionisi HM, Gil MN, Jansson JK, Lozada M (2018) Predominance and high diversity of genes associated to denitrification in metagenomes of subantarctic coastal sediments exposed to urban pollution. PLoS ONE 13:e0207606

    Article  Google Scholar 

  • Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Pena AG, Goodrich JK, Gordon JI (2010) QIIME allows analysis of high-throughput community sequencing data. Nat Methods 7:335–336

    Article  CAS  Google Scholar 

  • Chiang E, Schmidt ML, Berry MA, Biddanda BA, Burtner A, Johengen TH, Palladino D, Denef VJ (2018) Verrucomicrobia are prevalent in north-temperate freshwater lakes and display class-level preferences between lake habitats. PLoS ONE 13:e0195112

    Article  Google Scholar 

  • Coutinho FH, Gregoracci GB, Walter JM, Thompson CC, Thompson FL (2018) Metagenomics Sheds light on the ecology of marine microbes and their viruses. Trends Microbiol 26:955–965

    Article  CAS  Google Scholar 

  • Cruz BN, Neuer S (2019) Heterotrophic bacteria enhance the aggregation of the marine picocyanobacteria prochlorococcus and synechococcus. Front Microbiol 10:1864

    Article  Google Scholar 

  • Diogo T, Livia V, Mariana C, Vinicus WS, Jean S, Fabiano T, Cristiane T (2020) Unlocking the genomic taxonomy of the Prochlorococcus, collective. Microb Ecol. https://doi.org/10.1101/2020.03.09.980698

  • Faust K, Raes J (2012) Microbial interactions: from networks to models. Nat Rev Microb 10:538–550

    Article  CAS  Google Scholar 

  • Fresia P, Antelo V, Salazar C, Gimenez M, D’Alessandro B, Afshinnekoo E, Mason C, Gonnet GH, Iraola G (2019) Urban metagenomics uncover antibiotic resistance reservoirs in coastal beach and sewage waters. Microbiome 7:35

    Article  Google Scholar 

  • Huang F, Xu Y, Tan Z, Wu Z, Xu H, Shen L, Xu X, Han Q, Guo H, Hu Z (2018) Assessment of pollutions and identification of sources of heavy metals in sediments from west coast of Shenzhen, China. Environ Sci Pollut Res Int 25:3647–3656

    Article  CAS  Google Scholar 

  • Ivanova AA, Wegner CE, Kim Y, Liesack W, Dedysh SN (2018) Metatranscriptomics reveals the hydrolytic potential of peat-inhabiting Planctomycetes. Antonie Van Leeuwenhoek 111:801–809

    Article  CAS  Google Scholar 

  • Kang M, Peng S, Tian Y, Zhang H (2018) Effects of dissolved oxygen and nutrient loading on phosphorus fluxes at the sediment-water interface in the Hai River Estuary, China. Mar Pollut Bull 130:132–139

    Article  CAS  Google Scholar 

  • Kohli GS, John U, Van Dolah FM, Murray SA (2016) Evolutionary distinctiveness of fatty acid and polyketide synthesis in eukaryotes. ISME J 10:1877–1890

    Article  Google Scholar 

  • Li A, Chen L, Zhang Y, Tao Y, Xie H, Li S, Sun W, Pan J, He Z, Mai C (2018a) Occurrence and distribution of antibiotic resistance genes in the sediments of drinking water sources, urban rivers, and coastal areas in Zhuhai, China. Environ Sci Pollut Res Int 25:26209–26217

    Article  CAS  Google Scholar 

  • Li M, Zhao L, Ma J, Zhao N, Luo J, Wang C, Chen L, Ma G, Wang Y, He H (2018b) Vibrio vulnificus in aquariums is a novel threat to marine mammals and public health. Transbound Emerg Dis 65:1863–1871

    Article  Google Scholar 

  • Liu X, Sen B, Zhao Y, Bai M, He Y, Xie Y, Li J, Wang G (2019) Gradients of three coastal environments off the South China Sea and their impacts on the dynamics of heterotrophic microbial communities. Sci Total Environ 659:499–506

    Article  CAS  Google Scholar 

  • Liu Z, Yang H (2018) The impacts of spatiotemporal landscape changes on water quality in Shenzhen, China. Int J Environ Res Public Health 15:1038

  • Lopes FA, Catao EC, Santana RH, Cabral Ade S, Paranhos R, Rangel TP, de Rezende CE, Edwards RA, Thompson CC, Thompson FL (2016) Microbial community profile and water quality in a protected area of the caatinga biome. PLoS ONE 11:e0148296

    Article  Google Scholar 

  • Lozupone C, Hamady M, Knight R (2006) UniFrac–an online tool for comparing microbial community diversity in a phylogenetic context. BMC Bioinform 7:371

    Article  Google Scholar 

  • Lu XX, Wang ZH, Feng J (2017) Sedimentary records of recent anthropogenic eutrophication and metal contamination in Zhelin Bay, an important mariculture area in Southern China. Mar Pollut Bull 114:1118–1124

    Article  CAS  Google Scholar 

  • Orsi WD, Smith JM, Wilcox HM, Swalwell JE, Carini P, Worden AZ, Santoro AE (2015) Ecophysiology of uncultivated marine euryarchaea is linked to particulate organic matter. ISME J 9:1747–1763

    Article  Google Scholar 

  • Qiu D, Huang L, Lin S (2016) Cryptophyte farming by symbiotic ciliate host detected in situ. Proc Natl Acad Sci USA 113:12208–12213

    Article  CAS  Google Scholar 

  • Scanlan DJ, Ostrowski M, Mazard S, Dufresne A, Garczarek L, Hess WR, Post AF, Hagemann M, Paulsen I, Partensky F (2009) Ecological genomics of marine picocyanobacteria. Microbiol Mol Biol Rev 73:249–299

    Article  CAS  Google Scholar 

  • Schloss PD, Westcott SL, Ryabin T, Hall JR, Hartmann M, Hollister EB, Lesniewski RA, Oakley BB, Parks DH, Robinson CJ (2009) Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities. Appl Environ Microbiol 75:7537–7541

    Article  CAS  Google Scholar 

  • Segata N, Izard J, Waldron L, Gevers D, Miropolsky L, Garrett WS, Huttenhower C (2011) Metagenomic biomarker discovery and explanation. Genome Biol 12:R60

    Article  Google Scholar 

  • Vingiani GM, De Luca P, Ianora A, Dobson ADW, Lauritano C (2019) Microalgal enzymes with biotechnological applications. Mar Drugs 17:459.

  • Wang J, Wang J, Zhao Z, Chen J, Lu H, Liu G, Zhou J, Guan X (2017) PAHs accelerate the propagation of antibiotic resistance genes in coastal water microbial community. Environ Pollut 231:1145–1152

    Article  CAS  Google Scholar 

  • Wang JH, Lu J, Zhang YX, Wu J, Luo Y, Liu H (2018) Metagenomic analysis of antibiotic resistance genes in coastal industrial mariculture systems. Bioresour Technol 253:235–243

    Article  CAS  Google Scholar 

  • Wang MH, He Y, Sen B (2019a) Research and management of plastic pollution in coastal environments of China. Environ Pollut 248:898–905

    Article  CAS  Google Scholar 

  • Wang Y, Sen K, He Y, Xie Y, Wang G (2019b) Impact of environmental gradients on the abundance and diversity of planktonic fungi across coastal habitats of contrasting trophic status. Sci Total Environ 683:822–833

    Article  CAS  Google Scholar 

  • Xue Y, Chen H, Yang JR, Liu M, Huang B, Yang J (2018) Distinct patterns and processes of abundant and rare eukaryotic plankton communities following a reservoir cyanobacterial bloom. ISME J 12:2263–2277

    Article  CAS  Google Scholar 

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Acknowledgements

This research was supported by the Future Industrial Development Fund of Shenzhen (JCYJ20170413111950426), Innovative Strong School Engineering Key Platform Projects by Department of Education in Guangdong Province (2018302), Shenzhen Scientific Project Fund (Fund No. JCYJ20140722112616608).

Author contributions

RZ initiated and supervised the study and wrote the manuscript. YL designed the experiments, analyzed the data, and prepared the figures. XFZ collected and treated the samples. ZHZ, HLZ and XPH did the molecular biology experiments, 16S rRNA sequencing, and collected the data. WQX and YCS executed the experiments, reviewed the manuscript. WSL supervised the study and reviewed the manuscript. All authors have read and approved the final manuscript.

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Correspondence to Wensheng Lan.

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Zhang, R., Liu, Y., Zhao, X. et al. High-throughput sequencing reveals the spatial distribution variability of microbial community in coastal waters in Shenzhen. Ecotoxicology 30, 1429–1436 (2021). https://doi.org/10.1007/s10646-021-02391-9

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