Insights into effects of algae on decay and distribution of bacterial pathogens in recreational water: Implications for microbial risk management

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Abstract

The decay and distribution of bacterial pathogens in water is an important information for the health risk assessment to guide water safety management, and suspended algae might affect bacterial pathogens in water. This study established microcosms to investigate the effects of algae-related factors on the representative indicators and opportunistic pathogen species in water. We found that suspended algae increased the persistence of targeted species by 1-2 orders of magnitude of concentrations compared to microcosms without algae; and the effect of algae on microbial survival was affected by water nutrient levels (i.e., carbon, nitrogen and phosphorus), as the increased microbial persistence were correlated to the increased algae concentrations with more nutrient supplies. Moreover, decay and distribution profiles of representative species were determined. The three opportunistic pathogen species (Pseudomonas aeruginosa, Aeromonas hydrophila and Staphylococcus aureus) showed lower decay rates (0.82–0.98/day, 0.76–0.98/day, 0.63–0.87/day) largely affected by algae-related factors, while the enteric species (Escherichia coli and Enterococcus faecalis) had higher decay rates (0.94–1.31/day, 0.89–1.21/day) with little association with algae, indicating the propensity for attachment to algae is an important parameter in microbial fate. Together results suggest suspended algae played an evident role in the decay and distribution of bacterial pathogens, providing important implications regarding microbial safety in recreational water.

Introduction

Human pathogens in aquatic systems pose a severe threat to public health worldwide (Sherchand, 2012). Recreational waters play vital roles in flood control and receiving treated sewage, and also serve landscaping and recreational functions in a wide range of urban areas. These waterbodies usually harbor various bacterial pathogens, which can pose health risks to nearby communities and people who come into contact with contaminated water. Several studies have reported the persistence and variety of fecal pathogen species or fecal indicator bacteria (e.g., Salmonella spp., Campylobacter spp., Shigella spp., Escherichia coli and Enterococcus spp.) in recreational waters, and some species were presenssted with high concentrations exceeding the local recommended values of infection risks (Fewtrell and Kay, 2015; Sales-Ortells et al., 2015; Chhipi-Shrestha et al., 2017; Murphy, 2017; Fang et al., 2018a). Diverse populations of opportunistic pathogen species (e.g., Pseudomonas aeruginosa, Staphylococcus aureus), which have attracted emerging attention as concerns mount over the increased incidence of opportunistic infections (Falkinham III et al., 2015), also have been reported in recreational waters (Alexander et al., 2015; Fang et al., 2018a). While many studies have investigated the occurrence of pathogenic organisms in water, increasing studies have explored the decay and distribution of bacterial pathogens after entering a waterbody (Mattioli et al., 2017; Murphy, 2017). The decay-related studies that have been performed focus mainly on fecal indicator bacteria or fecal pathogen species, such as E. coli, enterococci and Salmonella spp. (Shapiro et al., 2013; Davidson et al., 2015; Perkins et al., 2016; Gutiérrez-Cacciabue et al., 2016; Wang et al., 2018). To make accurate predictions about the fate of bacterial pathogens and assessments of the corresponding risks to human populations, it is essential to target a greater diversity of bacterial species and investigate how they decay and spread in water.

After entering a waterbody, bacterial pathogens may experience growth, lysis, UV inactivation, sedimentation, etc. (Qian et al., 2016), with their ultimate fate being governed by complex environmental factors (Zimmer-Faust et al., 2017). Among the relevant environmental parameters, suspended particles, which affect the settling-suspension process (Qian et al., 2016), may have a significant impact on the fate of bacterial pathogens in water (Maki and Hicks, 2002). Suspended particles can also provide considerable advantages to pathogen survival by facilitating nutrient assimilation and increasing resistance to adverse conditions (Fang et al., 2018b). In addition, the survival or regrowth of bacterial pathogens caused by particle attachment is particularly problematic because it may lead to falsely positive indications of exogenous pathogen pollution during source monitoring studies (Perkins et al., 2016; Zimmer-Faust et al., 2017). Consequently, the association between bacterial pathogens and suspended particles has drawn much attention, and is a challenging factor in predictions of the fate of bacterial pathogens in water.

Studies evaluating the effects of suspended particles on bacterial pathogens have mainly focused on sediment and resuspended sediment particles in rivers, consistently demonstrating that pathogen survival within particles was greater than in the water (Malham et al., 2014; Perkins et al., 2014; Abia et al., 2016; Zimmer-Faust et al., 2017). While in recreational lakes, suspended particles are primarily biotic, mainly comprising algae (Fang et al., 2018a), and are likely to affect pathogen survival differently than abiotic particles, such as sediment. On one hand, a certain amount of algae could lead to increased oxygenation, which can increase the efficiency of solar inactivation of bacterial pathogens (Ansa et al., 2015), algal toxins can exert a destructive effect on bacterial pathogens (Yang et al., 2017), and competition for nutrients between algae and bacteria could limit pathogen survival. On the other hand, suspended algae could serve as advantageous ecotypes, similar to abiotic particles, for pathogen survival; sporadic field studies have reported that some algae (e.g., Cladophora) are suitable habitats for certain bacterial pathogens (e.g., E. coli, enterococci, Shigella) (Ishii et al., 2006; Oster et al., 2014). Considering the magnitude of the known effects of abiotic particles and the potential range of effects that may be exerted by algae on bacterial pathogens, knowledge about how suspended algae affect pathogen survival in recreational waters needs to be expanded.

In the current study, we provide novel insights into the role of algae-related factors on the decay and distribution of representative pathogen species in recreational water. The aims of this study were to: (1) determine the role of suspended algae on the fate of targeted pathogen species in surface water; (2) further compare the effects of algae on microbial decay in different water nutrient conditions and with abiotic particles of different compositions; and (3) determine decay rates of targeted species and identify the impact of particle-attached/free-floating distribution on survival. Accordingly, three sets of microcosms were established to simulate the effects of algae concentration (set I), water nutrient level (set II) and particle type (set III) on pathogen decay. The effect of bacterial lifestyle on the rate of decay, specifically as either free-floating (FL, 0.22 – 5 μm) or particle-attached (PA, > 5 μm), was also determined. Decay of each species was monitored by qPCR over time. Overall, this study provides insight into the decay and distribution of bacterial pathogens in water that contains algae, which is crucial information for more accurate assessments of microbial risks and can be used to inform management decisions regarding recreational water safety.

Section snippets

Microcosm setup

Design of microcosm containers. Laboratory microcosms, which allow isolation and control of specific variables from a set of complex environmental variables, were used to simulate environmental processes (Green et al., 2011). Microcosm containers (Appendix A Fig. S1) were constructed to simulate recreational lakes for monitoring the distribution and decay of pathogenic bacteria. Specific designs of the container are described in Appendix A SM1.

Addition of water and sediment. Artificial

Effect of algae concentration on pathogen decay

Changes of the physicochemical parameters along with experiment set I are presented in Appendix A SR1 to show the fluctuations relevant to suspended algae. Notably, the SS data (Appendix A Fig. S3) was mostly stable (4 – 6 mg/L) when no algae were introduced (0 mg/L condition), but increased up to 39 and 38 mg/L when 15 and 30 mg/L algae were seeded into microcosms, respectively. SS data in the microcosm inoculated with an initial 30 mg/L algae reached a plateau by D6 and subsequently declined

The algae effect on pathogen decay

Unlike other types of suspended solids which mainly settled into sediments (Zimmer-Faust et al., 2017), most of algae cells remain suspended in water (Ansa et al., 2015), and algae itself experience growth and decay, complicating the relationship between association with bacterial pathogens and pathogen decay. Thus, the distinct properties of algae particle might result in different effects on pathogen decay in water.

In the current study, the increased survival of bacterial pathogens in

Conclusions

This study provided novel insights into the role of algae-related factors on the decay and distribution of representative indicator and bacterial pathogens in recreational water. Results suggested that suspended algae could represent a favorable factor for pathogen survival, and the effect of algae on pathogen decay was affected by the algae concentration and water nutrient level, as the increased microbial persistence were correlated to the increased algae concentrations with more nutrient

Acknowledgment

This work was supported by the Major Science and Technology Program for Water Pollution Control and Treatment of China (No. 2017ZX07202002).

References (42)

  • G. Piorkowski et al.

    Evaluation of statistical models for predicting Escherichia coli particle attachment in fluvial systems

    Water Res.

    (2013)
  • R. Ramanan et al.

    Algae-bacteria interactions: evolution, ecology and emerging applications

    Biotechnol. Adv.

    (2016)
  • C. Schultz-Fademrecht et al.

    The impact of sunlight on inactivation of indicator microorganisms both in river water and benthic biofilms

    Water Res.

    (2008)
  • Y. Wang et al.

    Particle-attached and free-floating pathogens survival kinetics under typical stream and thermal spring temperature conditions

    AMB Express.

    (2018)
  • J. Wingender et al.

    Biofilms in drinking water and their role as reservoir for pathogens

    Int. J. Hyg. Environ. Health

    (2011)
  • A.G. Zimmer-Faust et al.

    Effect of freshwater sediment characteristics on the persistence of fecal indicator bacteria and genetic markers within a Southern California watershed

    Water Res.

    (2017)
  • A.L.K. Abia et al.

    Competitive survival of Escherichia coli, Vibrio cholerae, Salmonella typhimurium and Shigella dysenteriae in riverbed sediments

    Microb. Ecol.

    (2016)
  • E.W. Alm et al.

    Patterns and persistence of antibiotic resistance in faecal indicator bacteria from freshwater recreational beaches

    J. Appl. Microb.

    (2014)
  • E.D.O. Ansa et al.

    A review of the mechanisms of faecal coliform removal from algal and duckweed waste stabilization pond systems

    Am. J. Environ. Sci.

    (2015)
  • I.L. Bagatini et al.

    Host-specificity and dynamics in bacterial communities associated with bloom-forming freshwater phytoplankton

    PLoS ONE

    (2014)
  • H.J. Choi et al.

    Improved PCR for identification of pseudomonas aeruginosa

    Appl. Microbiol. Biotechnol.

    (2013)
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