2 The Source-Pathway-Receptor framework
Elements of the framework
In the context of AMR in water and the environment, the components of the source pathway receptor (SPR) framework are:
● SOURCE: the source of the driving agents, namely antimicrobials and their residues, metals, biocides and antibiotic resistant genes, entering the environment
● PATHWAY: the mechanism/route by which the driving agents from the source reaches soil, groundwater and surface water receptors, and its transportation within it to further receptors.
● RECEPTOR: the micro organism reservoirs in water and the environment which develop or increase drug resistance before disseminating to humans It is important to note that micro organisms can also be a “source” if they already carry resistance genes which can be transmitted to other organisms.
The SPR framework is useful because a break in the source pathway receptor chain is a break in environmental spread which may mitigate adverse consequences (the impact on human health, animal health and ecosystems). The framework enables us to think systematically about possible interventions.
The SPRs are detailed below and are illustrated in Figure 1. A simplified SPR model for AMR is given in Table 1.
Sources
Human waste. Unless appropriately treated, human waste carries bacteria which may include resistant pathogens. Human waste may also contain antimicrobial compounds: up to 80% of consumed antibiotics are excreted through urine and faeces (UNEP, 2017). If this waste enters waste water treatment systems, it will either biodegrade, be absorbed to sewage sludge, or exit in sewage sludge or treated wastewater unchanged (Singer, et al., 2016). In many countries a high percentage of waste is discharged untreated directly into the environment. In Dhaka, Bangladesh, for example, 70% of waste water is untreated (UK Science and Innovation Network, 2018)
Animal waste. Again, animal waste can carry resistant organisms and antimicrobials. About two thirds of all antibiotics produced each year are used in animal husbandry (Gelband, et al., 2015), and, as for humans, a significant percentage of antibiotics (30 to 90%) within animals is excreted through faeces and urine (Berensden, et al., 2015). The transmission of antibiotic resistant genes from animal to human pathogens is not well understood, but it has been demonstrated as probable (Smith, et al., 2013) The transmission of resistant organisms from animals to humans for zoonotic illnesses such as Salmonella (Michael & Schwartz, 2016) and to humans in close animal contact has been well described (e.g. livestock associated MRSA (Monaco, et al., 2013)).
Clinical waste (from the care of humans or animals) is likely to contain bacteria and antibiotic residues. If not treated properly it is a high risk environmental contaminant.
Aquaculture. Antimicrobials are used worldwide within aquaculture. It is estimated that up to 75% may be lost to the environment (UNEP, 2017)
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Crop pesticides. Antimicrobials are widely used as pesticides for crop disease management. The presence of these compounds in the environment has the potential to select for resistant micro organisms (UK Science and Innovation Network, 2018)
Manufacturing waste. Manufacturers of antimicrobials may release antimicrobials and their residues into the environment if there are no effective controls in place. There are no international standards for wastewater limits for antimicrobials (UK Science and Innovation Network, 2018). Similarly, high concentrations of metals can enter the environment as a result of industrial effluent (and also from agriculture and aquaculture). Metals, which may be a driving agent for AMR1, do not biodegrade, resulting in high concentrations accumulating in aquatic sediments etc. There is little research on this area but these have the potential to drive AMR on extremely long timescales.
Pathways
Municipal waste water can act as a pathway for AMR driving agents, discharging to surface watercourses, coastal waters and potentially groundwater.
Manure and sewage sludge applied to land can contain bacteria and antibiotic residues that facilitate development and transmission of AMR. This can contaminate soils, groundwater, and surface waters through runoff.
Aquaculture and contaminated waters. The extent and persistence of antimicrobial residues in aquaculture is currently unknown (FAO, 2016). The transport of aquaculture products within ice is also a potential pathway.
Spraying of antimicrobials onto crops could potentially cause AMR, as contamination can select for resistant microorganisms The extent of this pathway and how it interacts within the environment is not well studied.
Airborne particles/bioaerosols. Airborne particles containing antimicrobial residues can potentially result from land spreading of contaminated manure or sewage sludge. Several studies have recorded antibiotics downwind of feedlots at concentrations similar to that found in rivers downstream of sewage outlets (Singer, et al., 2016)
Receptors
Groundwater. Antibiotics in manure or sludge enriched agricultural soils will enter groundwater as a result of migration due to rainfall, irrigation and other human activities. If contaminated groundwater is then used for irrigation, or makes up baseflow of rivers, streams and springs, it can also act as a pathway to surface waters.2
Surface waters include rivers, lakes, and coastal waters. Studies have found detectable levels of resistant bacteria in surface waters (UK Science and Innovation Network, 2018). Furthermore, it has been suggested that sediments within surface and coastal waters could act as reservoirs
1 Resistance mechanisms for heavy metals often double up as a resistance mechanism for pharmaceuticals by either cross resistance (e.g. multi drug efflux pumps) or co resistance. Cross resistance is when a single resistance mechanism confers resistance to an entire class of antimicrobial agents. Co resistance occurs due to the genes providing metal resistance and pharmaceutical resistance being frequently located next to one another on the same plasmid, resulting in non intentional Horizontal Gene Transfer of clinical AMR genes in response to increased heavy metal toxicity.
2 Irrigation as a pathway for AMR. There are concerns that irrigation water used for crops could transfer AMR to humans via plants. Irrigation water comes from several different sources including groundwater, rivers, lakes, reservoirs, and reclaimed water, all of which are themselves potential pathways. A direct link has been found between the presence of resistant organisms on food and the quality of water used for irrigation (FAO/WHO, 2018). Irrigation water is considered to be one of the major contamination sources on fresh produce (Gekenidis, et al., 2018). The main transmission routes from irrigation water to plants is via the soil and direct contact. However, there is not extensive evidence about the transfer of AMR from crops to humans.
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of resistance genes and bacteria (FAO, 2016). As above, if surface water is then used for irrigation, it can also act as a pathway to groundwater and coastal waters.
Food products. Evidence for AMR transmission to humans from the environment via food is limited although some links have been postulated (Day, et al., 2019). There is evidence of AMR occurrence not only in animal derived foodstuffs but also in vegetables (Day, et al., 2019)
Ecosystems (marine and terrestrial) and the flora and fauna within them are receptors, many of which are protected by environmental law. Literature reviews have documented ecologically relevant effects on a range of target organisms, such as pollution induced autoimmunity from exposure to sub lethal concentrations of pollutants, including antibiotics.
For plants, there is evidence to suggest that seed germination, root elongation, and overall health can be sensitive to sub inhibitory concentrations of antibiotics and metals in the soil (Pan & Chu, 2016). Exposure to sub lethal concentrations of pollutants such as antibiotics, biocides, and metals can induce pollution induced parasitisation, which in turn has been shown to increase susceptibility to the toxic effects of the pollutant (Khan & Thulin, 1991)
Consequences
The relative importance of these sources, pathways and receptors depends on the extent to which they can lead to impact on human health, animal health and/or ecosystems. As noted in several places above, evidence about this impact is limited. Improving this evidence is a priority, but in the meantime, it is worth taking a conservative approach by exploring all means possible to break the source pathway receptor chain, and the costs of these various interventions.
Figure 1 illustrates Sources, Pathways and Receptors and Table 1 summarises the main types of AMR sources, pathways and receptors. The impact of each route on human and animal health will vary in significance. Empirical evidence is not available for all the pathways, but we do know, for example, that water from aquaculture may contain bacteria which are already resistant and antibiotic residues, meaning there is a high theoretical risk of the surrounding water bodies containing resistant bacteria.
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Figure1: Source-Pathway-Receptor Model
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Mott MacDonald | A framework for thinking about Antimicrobial Resistance in the Environment: Source Pathway Receptor Framework
Table 1: Simplified SPR conceptual model
Source Pathway Receptor
Waste Water
• Human waste
• Manufacturing waste
● Waste water effluent into surface water bodies
● Micro organism populations within:
● Receiving surface water bodies
● Aquatic sediments
● Wetlands and flood plains: discharged watercourses flow through these environments and driving agents accumulate
● Biosolid sludge used in aquaculture and agriculture See aquaculture and agriculture receptors below
Aquaculture
• Fish feed
• Anti fouling biocides
• Administration of clinical antimicrobials
● Waste water effluent into surface water bodies Micro organism populations within:
● Aquatic sediments
● Sediments surrounding water bodies and aquaculture farms
● Wetlands and flood plains: discharged watercourses flow through these environments and driving agents accumulate
● Bio sludge/solids recycled and used as fertiliser for agriculture See agricultural route below
Agriculture Crops
• Fertiliser consisting of aquaculture biosolids and manure
• Pesticides and biocides
• Animal waste
● Leaching from agricultural soils during rain/storm events
● Surface water runoff following irrigation activities
Micro organism populations within:
● Surface water bodies particularly ponds etc.
● Habitats surrounding fields particularly if groundwater dependent
● Aquifers below, or in close proximity to, agricultural land
Animal husbandry
• Clinical antimicrobials
• Bioaerosols (specifically pig and poultry)
● Land spreading of manure, sewage sludge, and anaerobic digestate as fertiliser or soil conditioner
● Farmyard runoff into streams, rivers, and surrounding environment
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References
Anderson, D. & Hughes, D., 2014. Microbiological effects of sub lethal levels of antibiotics. Nature Reviews Microbiology, Volume 12, pp. 465 478.
Ben, Y. et al., 2019. Human health risk assessment of antibiotic resistance associated with antibiotic residues in the environment: a review. Environmental Research, pp. 483 493.
Berensden, B. et al., 2015. the analysis of animal faeces as a tool to monitor antibiotic usage. Talanta, pp. 258 268.
Day, M., Hopkins, K. & Wareham, D., 2019. Extended spectrum beta lactamase producing Escherichia coli in human derived and food chain derived samples from England, Wales and Scotland: and epidemiological surveillance and typing study. Lancet Infectious Disease, Volume 32, pp. 1162 1171.
FAO/WHO, 2018. FAO/WHO expert meeting on foodborne antimicrobial resistance: Role of environment, crops and biocides Summary Report, s.l.: FAO/WHO.
FAO, 2016. Drivers, dynamics and epidemiology of antimicrobial resistance in animal production., s.l.: Food and Agriculture Organization of the United Nations.
Gekenidis, M. T.et al., 2018. Antibiotic resistant indicator bacteria in irrigation water: High prevalence of extended spectrum beta lactamase (ESBL) producing Escherichia coli. PLOS|ONE.
Gelband, H. et al., 2015. The State of the World's Antibiotics, Washington, DC: Centre for Disease Dynamics, Economics and Policy.
Khan, R. & Thulin, J., 1991. Influence of pollution on parasites of aquatic animals. Advances in parasitology, pp. 201 238.
Laxminarayan, R. et al., 2013. Antibiotic resistance the need for global solutions. Lancet Infect Dis, p. 13(12).
MacFadden, D. et al., 2018. Antibiotic resistance increases with Local temperature. Nature Climate Change, p. 510.
Michael, G. & Schwartz, S., 2016. Antimicrobial resistance in zoonotic nontyphoidal Salmonella: an alarming trend?. Clin Microbiol Infect., Volume 22, pp. 968 974.
Monaco, M., Pedroni, P. & Sanchini, A., 2013. Live stock associated methicillin resistant Staphylococcus aureus responsible for human colonisation and infection and an area of Italy with high density of pig farming. BMC Infectious Disease, Volume 13, p. 258.
Pan, M. & Chu, L., 2016. Adsorption and degradation of five selected antibiotics in agricultural soil.. Science of the Total Environment, pp. 48 56.
Singer, A. C., Shaw, H., Rhodes, V. & Alwyn, H., 2016. Review of Antimicrobial Resistance in the Environment and its Relevance to Environmental Regulators. Frontiers in Microbiology, p. 7:1728.
Smith, T. C. et al., 2013. Methicillin resistant Staphylococcus aureus in pigs and farm workers on conventional and antibiotic free swine farms in the USA. PLoS ONE, p. 8:e63704.
Taso, R. P. & Cho, J. Y., 2016. Veterinary antibiotics in animal waste, its distribution in soil and uptake by plants: a review.. Sci. Total Environ. , pp. 366 376.
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UK Science and Innovation Network, 2018. Initiatives for Addressing Antimicrobial Resistance in the Environment: Current Situation and Challenges. [Online] Available at: https://wellcome.ac.uk/sites/default/files/antimicrobial resistance environment report.pdf
UNEP, 2017. Frontiers 2017 Emerging Issues of Envrionmental Concern, Nairobi : United Nations Environment Programme.
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