Nitrogen-cycling gene pool shrunk by species interactions among denser bacterial and archaeal community stimulated by excess organic matter and total nitrogen in a eutrophic bay

https://doi.org/10.1016/j.marenvres.2021.105397Get rights and content

Highlights

  • In a eutrophic bay, microbial density, amount of organic matter (OM) and total nitrogen (TN) strongly positively correlate.

  • Eutrophication increases the bacterial and archaeal density and enhances the negative microbial interactions.

  • These interactions suppress the relative abundances of density suppressed genes (e.g. amoA, Arch amoA, nirK, and nrfA).

  • nirS as a density stable gene independent with microbial densities, OM and TN; while nosZ and hzo were density irrelevant genes.

Abstract

Microbial densities, functional genes, and their responses to environment factors have been studied for years, but still a lot remains unknown about their interactions with each other. In this study, the abundances of 7 nitrogen cycling genes in the sediments from Hangzhou Bay were analyzed along with bacterial and archaeal 16S rRNA abundances as the biomarkers of their densities. The amount of organic matter (OM) and total nitrogen (TN) strongly positively correlated with each other and microbial densities, while total phosphate (TP) and ammonia-nitrogen (NH3–N) did not. Most studied genes were density suppressed, while nirS was density stable, and nosZ and hzo were density irrelevant. This suggests eutrophication could limit inorganic nitrogen cycle pathways and the removal of nitrogen in the sediment and emit more greenhouse gases. This study provides a new insight of microbial community structures, functions and their interactions in the sediments of eutrophic bays.

Introduction

Estuaries, the linkage of continents and the sea, are special aquatic ecosystems where matter and energy are exchanged along the strong environmental and ecological gradients (Pérez-Ruzafa et al., 2013). Estuaries are more likely to be located by big cities, so not only natural hydrodynamic flows (Pérez-Ruzafa et al., 2013; Yeh et al., 2015), but also anthropogenic disturbances (Nogales et al., 2011) make these areas “melting pots” of environmental stress and foster variable habitats for estuarine life and biodiversity.

Coastal sediments provide ideal habitats for numerous microbes, including bacteria and archaea, since nutrients are accumulated here. Environmental stress may influence these microbes in species abundance, community structure, and function (Awasthi et al., 2014; Reed and Martiny, 2013; Staley et al., 2015). The relationships between species with particular functions and their substrates or products were well studied, for example, our group have learned how ammonia-nitrogen (NH3–N) influences the ammonia-oxidizing archaea (AOA) and bacteria (AOB) (Zhang et al., 2015b), some other groups focused on how antibiotics increase the abundances of antibiotic resistance genes (Binh et al., 2007; Schmitt et al., 2006). Anthropogenic activities cause a lot of environmental stress like these and change the environmental capacities for all kinds of microbes. An interesting question would be which factors in human's discharge into the estuary has a bigger impact on bacterial and archaeal environmental capacities, nutrients or toxicants. Furthermore, do they alter the microbial community functions and structures directly or through altering the interactions among microbes, which have been overlooked for a long time? How do the functional species and genes respond to the population density in a eutrophic environment? The answers to these questions would be valuable for the control of land-based discharge.

Hangzhou Bay is an ideal area to explore these questions. It is located between Zhejiang Province and Shanghai, China. It is a typical large funnel-shape estuary, which covers an area about 4800 m2. It is characterized by a flat bay floor, strong tidal current, and high turbidity (He et al., 2016b). With the booming economy and heavy population of the Yangtze River Delta, Hangzhou Bay became a eutrophic bay. Studies have monitored the high nutrient level (Gao et al., 2011; Qin et al., 2009), heavy metals (Fang and Wang, 2006; Zhang et al., 2008), and polycyclic aromatic hydrocarbons (Chen et al., 2006) in the bay. Eutrophication is a serious problem here, inorganic nitrogen and phosphate were reported to be the main pollutants (Zhejiang Province Ocean and Fisheries Bureau, 2016). Therefore, these pollutants might fuel the extremely diverse nitrogen cycling microbial communities in the sediments and intensify their competition and cooperation.

There are four major microbial inorganic nitrogen cycle processes: nitrification, denitrification, anaerobic ammonia oxidation (ANAMMOX), and dissimilatory nitrate reduction to ammonium (DNRA):

Nitrification is the only known aerobic pathway for oxidizing ammonia to nitrite and nitrate, so it links the reduced N produced by remineralization to the oxidized substrates, nitrite and nitrate required for the N-loss process (Damashek and Francis, 2017). Bacterial amoA and archaeal amoA are responsible for the first and rate-limiting step of nitrification, oxidization of ammonia to hydroxzlamine. Bacteria with amoA gene, i.e. AOB, were long believed to be the only ammonium oxidizer, until a group of archaea with different amoA gene, i.e. AOA, were identified about a decade ago (Konneke et al., 2005). Both populations can dominate in estuaries (Abell et al., 2010; Li et al., 2015; Smith et al., 2015; Wankel et al., 2011). In 2015, some Nitrospira were shown to completely oxidize ammonia to nitrate in one step, a COMAMMOX (complete ammonia oxidation) metabolism (Daims et al., 2015; van Kessel et al., 2015). Their amoA are phylogenetically distinct from the canonical ones (Liu et al., 2020). However, to date, the presence of COMAMMOX bacteria has been rarely demonstrated in coastal areas (Jiang et al., 2019; Liu et al., 2020; Sun et al., 2020), and no studies showed they can outcompete the canonical ammonia oxidizers in estuaries. According to studies from multiple estuaries, nitrification rates can be stimulated by additional relatively small organic matter (OM), but only to a point; past this threshold, further eutrophication causes nitrification to plummet due to oxygen depletion (Caffrey et al., 1993, 2003; Magalhaes et al., 2005; Wankel et al., 2011).

Denitrification and ANAMMOX are two principal microbial processes that remove nitrogen from water ecosystems. Denitrification includes 4 steps to reduce nitrate to nitrogen gas. The rate-limiting one is the reduction of nitrite to nitric oxide, catalyzed by either one from two different nitrite reductases (Nir), the cytochrome cd1 enzyme encoded by nirS or the Cu-containing enzyme encoded by nirK. These two genes don't coexist in most species (Graf et al., 2014; Jung et al., 2012). In general, nirS genes are higher both in diversity which is also somewhat more reflective of 16S diversity and in abundance in estuaries, compared to nirK genes (Abell et al., 2010; Graf et al., 2014; Heylen et al., 2006; Mosier and Francis, 2010; Smith et al., 2015). The last step of denitrification, the reduction of nitrous oxide to dinitrogen, is catalyzed by nitrous oxide reductase encoded by nosZ gene. Denitrifiers with nirS are more likely to have this gene and enzyme, hence, a complete denitrification pathways (Graf et al., 2014), while denitrifiers without this enzyme may release greenhouse gas, nitrous oxide, directly into the atmosphere which may accelerate global warming. Therefore, denitrification in the estuaries has gained much attention not only as a sole N loss process, but also as a process with a substantial impact on the global N2O budget and global warming (Damashek and Francis, 2017; Kroeze and Seitzinger, 1998; Seitzinger and Kroeze, 1998). In the last few decades, our understanding of N loss from aquatic ecosystems has been complicated by the discovery of ANAMMOX in which ammonia and nitrite are combined into N2. hzo gene is a common biomarker for it. This gene encodes hydrazine oxidoreductase, which is in charge of the last step of ANAMMOX. Though in some estuarine studies, ANAMMOX did account for the bulk of N loss from estuaries (Engstrom et al., 2005; Teixeira et al., 2012), denitrification still is the main contributor in most studies estuaries (Lisa et al., 2015; Teixeira et al., 2012). Because eutrophication in these areas typically stimulates it and suppresses ANAMMOX (due to competition for nitrite) or simply lowers the percent ANAMMOX due to constant ANAMMOX but massive denitrification rates (Damashek and Francis, 2017).

DNRA is a process competing with denitrification and ANAMMOX for nitrite and nitrate, which turn them into ammonia, so it can also cooperate with ANAMMOX by providing ammonia. Numerous recent studies have measured high benthic DNRA rates compared to denitrification or ANAMMOX (An and Gardner, 2002; Gardner et al., 2006; Song et al., 2014), which brought it to prominence in estuaries. nrfA is its common biomarker, which encodes a nitrite reductase to turn nitrite to ammonia directly. Studying DNRA is critical for understanding the fate of nitrogen in estuaries, since different from denitrification and ANAMMOX, it retain ammonium within in the system.

Due to these processes and genes may exist in all kinds of combinations, in this study, the water and sediment quality, and the abundances of 7 nitrogen cycling genes in the sediments from Hangzhou Bay were analyzed along with bacterial and archaeal 16S rRNA abundances as the biomarkers of their densities. Therefore, we can get a better understanding of the N cycling microbial community's structures and behavior in a eutrophic condition, and fit a piece of puzzle into the whole mysterious map of aquatic microbiome.

Section snippets

Sample collection, water and sediment quality

12 sampling sites in Hangzhou Bay were chosen. They radiate from the nearshore coast to the bay mouth with about 220 km across (Fig. 1). For the two nearshore sites, HC2 is an upstream site, an influx of a small local river and the Qiantang River; and HC4 is in the effluent receiving area of a wastewater treatment plant in an industrial park. The other 10 sites are all national sites for annual routine monitoring.

The water and the sediments at most of the 12 sites were also sampled in April

Water and sediment quality

Among all the parameters of water quality, only TP was significantly different among years (P = 0.0074), pH was almost significantly different (P = 0.0611). There were significant differences between 2012 and 2015 for them both (P < 0.05) (Table S1). Only NO2N was not significantly different among sites(P = 0.408 > 0.05), TP was almost significant(P = 0.0555), while others all have significant differences (Table S1). NO3-N ranged from 2.00 to 582.72 μmol/L, and was the overwhelming component

The macronutrients and the environmental capacities for microbes in Hangzhou Bay

Hangzhou Bay has been in a serious eutrophication condition for more than 30 years. Previous study showed COD and DIN were the dominant compositions of eutrophication index, while phosphate was the potential medium restriction factor for eutrophication in this area (Li et al., 2013c; Qin et al., 2009). However, clearly phosphate was not a limiting nutrient in the surface sediment in Hangzhou Bay. Even though in 2015 there was an increase of TP likely caused by the explosion construction of

Conclusions

In conclusion, OM and TN were the limiting factors for bacterial and archaeal environmental capacities in the eutrophic Hangzhou Bay. Intense anthropogenic activities may slow down the accumulation of OM and TN in the coastal sediments. Eutrophication would increase microbial density, enhance stronger negative interaction among them, which might affect functional genes. The affected functional genes can be sorted into two groups: density relevant functional genes (such as nirS, amoA, Arch amoA,

Author statement

Y.T, T.D, Z. S performed the sampling. B.H instructed the sampling and provided some of the water and sediment quality results from Zhejiang Provincial Zhoushan Marine Ecological Environmental Monitoring Station. Y.T, L.Z and Z.S performed qPCR and statistical analyses. D.W supervised the study. Y.T, and D.W wrote the manuscript. The authors read and approve the final manuscript.

Declaration of competing interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Acknowledgements

We appreciate the great help in collection of samples provided by Zhejiang Provincial Zhoushan Marine Ecological Environmental Monitoring Station and Zhoushan Environmental Protection Bureau.

References (114)

  • A. Pérez-Ruzafa et al.

    Are coastal lagoons physically or biologically controlled ecosystems? Revisiting r vs. K strategies in coastal lagoons and estuaries

    Estuar. Coast Shelf Sci.

    (2013)
  • C. Staley et al.

    Species sorting and seasonal dynamics primarily shape bacterial communities in the Upper Mississippi River

    Sci. Total Environ.

    (2015)
  • Z. Su et al.

    Sediment bacterial community structures and their predicted functions implied the impacts from natural processes and anthropogenic activities in coastal area

    Mar. Pollut. Bull.

    (2018)
  • Y. Tao et al.

    The impact of wastewater treatment effluent on microbial biomasses and diversities in coastal sediment microcosms of Hangzhou Bay

    Mar. Pollut. Bull.

    (2017)
  • L. Wang et al.

    Diversity of bacterial community and detection of nirS- and nirK-encoding denitrifying bacteria in sandy intertidal sediments along Laizhou Bay of Bohai Sea, China

    Mar. Pollut. Bull.

    (2014)
  • G.C.J. Abell et al.

    Archaeal ammonia oxidizers and nirS-type denitrifiers dominate sediment nitrifying and denitrifying populations in a subtropical macrotidal estuary

    ISME J.

    (2010)
  • S.M. An et al.

    Dissimilatory nitrate reduction to ammonium (DNRA) as a nitrogen link, versus denitrification as a sink in a shallow estuary (Laguna Madre/Baffin Bay, Texas)

    Mar. Ecol. Prog. Ser.

    (2002)
  • A. Awasthi et al.

    Biodiversity acts as insurance of productivity of bacterial communities under abiotic perturbations

    ISME J.

    (2014)
  • Y.H. Bai et al.

    Comparison of denitrifier communities in the biofilms of bioaugmented and non-augmented zeolite-biological aerated filters

    Environ. Technol.

    (2012)
  • N.J. Bale et al.

    Occurrence and activity of anammox bacteria in surface sediments of the southern North Sea

    FEMS Microbiol. Ecol.

    (2014)
  • M.W. Beck

    ggord: ordination Plots with ggplot2. R package version 1.0.0

  • Beijing Agricultural University

    Method for the Determination of Soil Total Nitrogen (Semi-micro Kjeldahl Method), Agriculture Industry Standard

    (1987)
  • J.M. Beman

    Activity, Abundance, and Diversity of Nitrifying Archaea and Denitrifying Bacteria in Sediments of a Subtropical Estuary: bahía del Tóbari, Mexico

    Estuar. Coast

    (2013)
  • C.T.T. Binh et al.

    Short-term effects of amoxicillin on bacterial communities in manured soil

    FEMS Microbiol. Ecol.

    (2007)
  • G. Braker et al.

    Development of PCR primer systems for amplification of nitrite reductase genes (nirK and nirS) to detect denitrifying bacteria in environmental samples

    Appl. Environ. Microbiol.

    (1998)
  • S.E. Bulow et al.

    Sediment denitrifier community composition and nirS gene expression investigated with functional gene microarrays

    Environ. Microbiol.

    (2008)
  • J.M. Caffrey et al.

    Biogeochemical processes in a small California estuary. 2. Nitrification activity, community structure and role in nitrogen budgets

    Mar. Ecol. Prog. Ser.

    (2003)
  • Z. Chen et al.

    Distribution and source identification of polycyclic aromatic hydrocarbons in the tide-beach surface sediments of Hangzhou Bay

    China Environ. Sci.

    (2006)
  • X.Q. Chi et al.

    Effects of bioaugmentation in para-nitrophenol-contaminated soil on the abundance and community structure of ammonia-oxidizing bacteria and archaea

    Appl. Microbiol. Biotechnol.

    (2015)
  • H. Daims et al.

    Complete nitrification by Nitrospira bacteria

    Nature

    (2015)
  • O.R. Dale et al.

    Biogeographical distribution of diverse anaerobic ammonium oxidizing (anammox) bacteria in Cape Fear River Estuary

    Environ. Microbiol.

    (2009)
  • J. Damashek et al.

    Microbial nitrogen cycling in estuaries: from genes to ecosystem processes

    Estuar. Coast

    (2017)
  • H. Dang et al.

    Molecular detection of Candidatus Scalindua pacifica and environmental responses of sediment anammox bacterial community in the Bohai Sea, China

    PloS One

    (2013)
  • H. Decleyre et al.

    A doubling of microphytobenthos biomass coincides with a tenfold increase in denitrifier and total bacterial abundances in intertidal sediments of a temperate estuary

    PloS One

    (2015)
  • L.F. Dong et al.

    Changes in benthic denitrification, nitrate ammonification, and anammox process rates and nitrate and nitrite reductase gene abundances along an estuarine nutrient gradient (the Colne estuary, United Kingdom)

    Appl. Environ. Microbiol.

    (2009)
  • J. Fang et al.

    Spatial distribution and partitioning of heavy metals in surface sediments from Yangtze Estuary and Hangzhou Bay, People's Republic of China

    Bull. Environ. Contam. Toxicol.

    (2006)
  • C.A. Francis et al.

    Ubiquity and diversity of ammonia-oxidizing archaea in water columns and sediments of the ocean

    Proc. Natl. Acad. Sci. U. S. A.

    (2005)
  • T.N. Gabor Csardi

    The igraph software package for complex network research

    Int. J. Complex Syst.

    (2006)
  • M. Gao et al.

    Diversity and abundance of the denitrifying microbiota in the sediment of eastern China marginal seas and the impact of environmental factors

    Microb. Ecol.

    (2017)
  • S. Gao et al.

    Characteristics of nutrients and eutrophication in the Hangzhou Bay and its adjacent waters

    J. Mar. Sci.

    (2011)
  • W.S. Gardner et al.

    Nitrogen fixation and dissimilatory nitrate reduction to ammonium (DNRA) support nitrogen dynamics in Texas estuaries

    Limnol. Oceanogr.

    (2006)
  • D.R. Graf et al.

    Intergenomic comparisons highlight modularity of the denitrification pathway and underpin the importance of community structure for N2O emissions

    PloS One

    (2014)
  • B. He et al.

    Sources and accumulation of organic carbon in the Pearl River Estuary surface sediment as indicated by elemental, stable carbon isotopic, and carbohydrate compositions

    Biogeosciences

    (2010)
  • J. He et al.

    Quantitative analyses of the abundance and composition of ammonia-oxidizing bacteria and ammonia-oxidizing archaea of a Chinese upland red soil under long-term fertilization practices

    Environ. Microbiol.

    (2007)
  • W. He et al.

    Advances in environmental behaviors and effects of dissolved organic matter in aquatic ecosystems

    Sci. China Earth Sci.

    (2016)
  • Z.G. He et al.

    Variations of temperature, salinity and current in the southern tidal passage of the Hangzhou Bay, China

    Acta Oceanol. Sin.

    (2016)
  • S. Henry et al.

    Quantitative detection of the nosZ gene, encoding nitrous oxide reductase, and comparison of the abundances of 16S rRNA, narG, nirK, and nosZ genes in soils

    Appl. Environ. Microbiol.

    (2006)
  • K. Heylen et al.

    The incidence of nirS and nirK and their genetic heterogeneity in cultivated denitrifiers

    Environ. Microbiol.

    (2006)
  • M.D. Hirsch et al.

    Anammox bacterial diversity in various aquatic ecosystems based on the detection of hydrazine oxidase genes (hzoA/hzoB)

    Microb. Ecol.

    (2011)
  • L. Hou et al.

    Anaerobic ammonium oxidation (anammox) bacterial diversity, abundance, and activity in marsh sediments of the Yangtze Estuary

    J. Geophys. Res.: Biogeosciences

    (2013)
  • Cited by (4)

    • Spatiotemporal patterns of different forms of nitrogen in a coastal mangrove wetland invaded by Spartina alterniflora

      2023, Estuarine, Coastal and Shelf Science
      Citation Excerpt :

      This suggests that the invasion of S. alterniflora may have disrupted the nitrogen balance of the wetland. High concentrations of nitrogen can be as a cause of phytoplankton blooms in wetlands, and eutrophication may promote or limit inorganic nitrogen cycling pathways and the removal of nitrogen from sediment (Tao et al., 2021). The total nitrogen uptake by plants is constant (Zhou et al., 2019b), and elevated TN levels at invading sites of S. alterniflora threaten the balance of wetland ecosystems as a trigger for wetland bloom outbreaks.

    • Assembly mechanism and co-occurrence patterns of DNRA microbial communities and imprint of nitrate reduction in the Songhua River sediments of China's largest old industrial base

      2022, Journal of Environmental Management
      Citation Excerpt :

      Furthermore, high nrfA abundance in lake and bay sediments has high TOC/NOx−-N ratios (Palacin-Lizarbe et al., 2019; Tao et al., 2021). This could be because the reduction of nitrate by DNRA utilizes more electrons compared to denitrification (Tao et al., 2021). The results of this study indicated that nitrogen input might greatly affect the metabolic potential of DNRA bacteria, which should be paid attention to in river management.

    • Slight flow volume rises increase nitrogen loading to nitrogen-rich river, while dramatic flow volume rises promote nitrogen consumption

      2022, Science of the Total Environment
      Citation Excerpt :

      Resuspended particles provide a unique habitat for water and sediment microorganisms, and their flux affects the composition and diversity of microbial communities within rivers and further interferes with the N transformation processes in rivers (Harrison et al., 2011; Lin et al., 2020) which directly influences the probability of microbial contact with organic particles and affects the rate of N mineralisation (Karthäuser et al., 2021). Microorganisms with denitrification genes (nirS) are more likely to attach to resuspended particles (Tao et al., 2021; Wang et al., 2021a, 2021b). The surface layer of the resuspended particles forms a specific micro-redox transition environment that facilitates the coupled processes of nitrification and denitrification, leading to increased denitrification efficiency at the water-sediment interface (Xia et al., 2017).

    View full text