Abstract
Background
Infectious disease surveillance and outbreak investigations have significantly benefited from
sewage monitoring as an indicator for pathogen circulation in human populations. The use of
sewage surveillance accelerated during the COVID-19 pandemic with the quantification of
severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in sewage providing
predictions of SARS-CoV-2 infections and hospital admissions. A comprehensive overview
how sewage monitoring can further inform local and regional public health actions proactively
is needed to optimize its future use. By conducting a scoping review, we aim to provide an
overview of reported public health actions as a response to sewage monitoring for
pathogens.
Methods
This scoping review will include peer-reviewed published literature from the databases
MEDLINE, EMBASE and Web of Science. Literature describing public health actions as a
response to sewage monitoring in the field of human infectious diseases will be considered
for inclusion. Literature not written in English, published prior to 1 January 2014, systematic
reviews, editorials and letters to the editor will be excluded. Screening of literature against
the inclusion criteria and the subsequent data extraction will be performed by two reviewers.
The described public health actions, and corresponding sewage sampling methods and
microbiological analytic tools and techniques that can be applied on sewage samples for
detecting pathogens will also be extracted. The extracted data from included literature will be
combined into a narrative synthesis.
Keywords
Infectious agent detection; public health response; sewage analysis methods; sewage
sampling methods; wastewater monitoring
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Protocol Scoping Review Sewage v1.0
Background
In the field of infectious disease surveillance, monitoring and control, innovative approaches
are continuously sought to enhance our ability to detect and respond to potential outbreaks
that jeopardize public health (1-4). Conventional surveillance and monitoring methods
predominantly rely on clinical data, such as syndromes and laboratory test results. These are
often characterized by delays in reporting, underdiagnosis, and limitations in coverage.
Sewage, as a collective indication of a community's health, provides a dynamic and real-time
reservoir of biological information, offering a more timely and potentially broad view on the
population's health status. Therefore, sewage monitoring can complement other surveillance
tools by tracking, analyzing and responding to the presence of various pathogen substances
such as genomic material of pathogens in sewage (5-7).
Sewage monitoring has been used for decades to track the spread of polio, norovirus,
hepatitis E, and various other pathogens in communities (8-10). The use and acceptance of
sewage monitoring has led to contributions to public health actions such as targeted
monitoring of infectious diseases on neighborhood, institutional and community level, and the
guidance of vaccination efforts (11-13). In recent years, the COVID-19 pandemic accelerated
developments in the field of sewage monitoring globally as it proved to be a cost-effective,
rapid and reliable source of information on the spread of severe acute respiratory syndrome
coronavirus 2 (SARS-CoV-2) and its variants in the population (14-17). As a result,
numerous high-income countries developed sewage monitoring infrastructure for proactive
surveillance and response to future infectious disease outbreaks. The opportunity to apply
sewage monitoring in low- and middle-income countries is also being explored and first steps
have been taken (18-20).
Scoping reviews are a useful tool to map out the existing literature on a specific topic by
identifying key concepts and research gaps. Various recent reviews in the fields of sewage
monitoring of pathogens have provided comprehensive insights into the practical and
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Protocol Scoping Review Sewage v1.0
technical use of sewage monitoring for outbreak management and surveillance (16, 17, 21).
One review described the potential of sewage surveillance to guide public health response or
policy prior to the SARS-CoV-2 pandemic (22). However, an extensive and detailed overview
of public health actions as a response to pathogen detection in sewage with corresponding
sewage monitoring strategies has to our knowledge not yet been created.
Objective
of the review
This scoping review aims to assess the potential of sewage monitoring in infectious disease
control by providing an overview of public health actions taken in response to pathogen
detection in sewage and their corresponding sewage sampling strategies and sewage
analysis methods (Figure 1). The review intends to offer guidance to public health
professionals on how public health actions can be effectively informed by sewage monitoring.
Specific sub-objectives:
1. To identify public health actions as a response to pathogen detection in sewage;
2. To identify sewage sampling strategies for pathogen detection resulting in public
health actions;
3. To identify analysis methods for pathogens in sewage samples resulting in public
health actions.
Figure 1. Literature on public health actions as a response to sewage sampling strategies
and sewage analysis methods used for pathogen detection in sewage included in this review
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Protocol Scoping Review Sewage v1.0
We define ‘pathogen detection in sewage’ as the process of identifying genomic material of
pathogens (bacteria, viruses, fungi and parasites) in sewage. We define ‘public health
actions’ as the efforts aimed at infectious disease management and control, including
response and surveillance, tailored interventions, targeted testing, contact tracing,
transmission analyses, etc. As a guideline, we used the Essential Public Health Functions
composed by the World Health Organization (WHO) to contextualize public health actions for
the focus of this scoping review (23). We define ‘sewage’ as untreated wastewater containing
a mixture of human waste, domestic and industrial wastewater, and other debris. ‘Sewage
sampling’ is defined as the process of collecting sewage samples from one or more locations
for analysis and testing purposes. We define ‘sewage analysis’ as the examination and
assessment of the composition and characteristics of sewage to identify genomic material of
pathogens, such as bacteria, viruses, fungi and parasites.
Methods
Searching for articles
The search strategy aims to identify peer-reviewed published literature with a focus on public
health, sewage sampling methods and related analytic tools and techniques in the field of
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Protocol Scoping Review Sewage v1.0
infectious diseases that can be applied on sewage samples. The databases MEDLINE,
Embase, and Web of Science will be searched for literature using searches developed in
collaboration with an information specialist (JD) from the Amsterdam UMC library. Searches
will be conducted on title, abstract and keywords and search language will be restricted to
English. Once consensus is reached regarding relevance of the articles full searches will be
run in all databases. See Appendix 1 for the detailed search string.
Screening process
All peer-reviewed literature results will be imported to and managed with Rayyan software, a
web-based systematic review tool that assists in expediting the screening phase (24).
Duplicates will be removed. Before commencing screening, consistency checking on in- and
exclusion will be performed on a subset of records at both title and abstract levels. Initially,
titles and abstracts of a random sample of 300 articles are assessed independently by two
reviewers (MJ and JK) according to the inclusion criteria. The results will then be compared
and all discrepancies will be discussed. Subsequently, the remaining literature will be
screened by the two reviewers and the results will be compared and discussed after 25%,
50%, 75% and 100% of the literature has been screened. In the next stage, a full-text review
is conducted of the included literature to determine eligibility. In both stages, the reviewers
work independently and subsequently will compare the results. Any discrepancies will be
resolved through consensus, and if that is not reached, by a third senior reviewer (JH). The
review team will ensure that reviewers who have authored articles to be considered within
the review have no role in decisions regarding the inclusion or data coding of their own work.
Literature not meeting the inclusion criteria will be excluded. The final search results will be
reported in a PRISMA flow diagram (25).
Eligibility criteria
Literature with no explicit or direct link to public health actions will be excluded, as will be
literature dealing with sewage sampling and sewage analysis outside the field of human
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Protocol Scoping Review Sewage v1.0
infectious diseases. All literature not written in English, non-peer reviewed literature, and all
literature published before 1 January 2014 will be excluded since the field of sewage
monitoring has developed significantly in the recent decade. Also systematic reviews,
commentaries, editorials and letters to the editor will be excluded.
Study validity assessment
Formal quality assessment of the included literature will not be undertaken, as the aim of this
scoping review is to summarize and interpret public health actions reported in the literature,
rather than to assess or compare the methodological quality or calculated measurements of
the included literature (26).
Data coding and extraction strategy
A form for data extraction and characterization will be used and will include: study title, first
author(s), other author(s), publication year, journal, calendar year(s) of data collection,
geographical context, aim(s) description, targeted pathogen(s), target population, clinical
data, commissioner, end user, sampling naming, sampling method(s), sampling location(s),
sampling technique, analysis naming, type of analysis, analysis technique(s), analysis target,
sample processing methodology, data normalization, analysis protocol(s), outcome
measure(s), description public health action(s), public health action(s) as a response to the
conducted sewage monitoring and recommendations (Table 1). The form will be pre-tested
and adapted as needed. Two reviewers will extract data independently. Extracted data will
be compared and reviewers (MJ and JK) will discuss discrepancies in the data extraction
until consensus is reached. Unresolved discrepancies will be arbitrated by two additional
reviewers (JH and AMRH). Authors of articles will be consulted for additional information and
clarification where necessary during the extraction process. The data extraction form will be
refined during the review process and based on the emerging themes from the literature.
Extracted data records will be made available as additional files in the final report.
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Protocol Scoping Review Sewage v1.0
Potential effect modifiers/reasons for heterogeneity
Not applicable.
Data synthesis and presentation
The data will be aggregated in an Excel sheet for validation and coding. Each row will
represent a study, each column a data item to be extracted and the cells will contain
information gathered from the selected literature. The review will employ narrative synthesis
Methods
and show descriptive statistics, tables, and figures that summarize the evidence
base. The descriptive table will include data extracted (as mentioned above) of included
studies. The textual description will be thematically categorized to answer specific objective 1
by identifying public health actions as a response to pathogen detection in sewage. To
answer specific objective 2, we will categorically summarize sewage sampling strategies for
pathogen detection for specific public health actions. To answer specific objective 3, we will
categorically summarize analysis methods for pathogens in sewage samples for specific
public health actions. Finally, we will provide a summary of the diverse public health actions
as a response to pathogen detection in sewage and describe suitable sewage sampling and
analysis methods.
Declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Availability of data and materials
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Protocol Scoping Review Sewage v1.0
The datasets generated and/or analyzed during the current study will become available in the
Dataverse repository (27).
Competing interests
The authors declare that they have no competing interests.
Funding
The time dedicated to this review by MJ, JH, MS and MP are funded by the Ministry of
Health, Welfare and Sport of the Dutch Government within the program ‘Strengthening
infectious disease control and pandemic preparedness of the regional Public Health
Services’ in 2023-2024. JK is funded by the Swiss National Science Foundation (Sinergia
grant 205933). The funders had no role in study design, data collection and analysis,
decision to publish or preparation of the manuscript.
Authors’ contribution
MJ, AMRH, JH, MS and JK designed the study. JD advised about the design of the scoping
review. JD and MJ developed the search strategy. EF and MP delivered expert opinion on
the study design. MJ drafted the manuscript of this protocol. All authors contributed to the
protocol and all approved the final version.
Acknowledgements
The authors acknowledge the research infrastructure provided by the Dutch Collaborative
Academic practice for Public health Infectious diseases (CAPI).
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Appendix 1
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Table 1. Data extraction sheet
Study specifics
1. Study title Title of the study
2. First author(s) Name of first author(s)
3. Other author(s) Name of co-author(s)
4. Publication year Year of publication
5. Journal Journal of publication
6. Calendar year(s) of
data collection Year(s) in which the described data were collected
7. Geographical
context
a. Country in which the study data were collected
b. Region or province or city
c. Setting in which the study data were collected
Study context
8. Aim(s) description Copy or briefly describe the aim(s) of the conducted study
9. Motive
Specify the motive for the conducted sewage monitoring:
(a) Detect pathogen(s) in sewage
(b) Track pathogen(s) in sewage (e.g. to monitor trends)
(c) Monitor variants and mutations
(d) Identify outbreak(s)
(e) Surveillance purposes (e.g. early warning)
(f) Evaluate interventions (e.g. vaccination campaign)
(g) Resource allocation
(h) Complementing clinical data
(i) Otherwise: …
(j) N/A
10. Targeted
pathogen(s) a. Number of pathogens the study focused on
b. Pathogen(s) the study focused on
11. Target population
Briefly describe the study population (e.g. people living in a
specific region, attending a school, residing in a hospital,
etc.)
12. Clinical data
If the study compares clinical data with sewage data, briefly
describe clinical setting, sampling regime, type of samples,
etc.
13. Commissioner Briefly describe the entity (local, regional, national) that
instructed the sewage monitoring
14. End user Briefly describe the entity (local, regional, national) that
utilized the outcome(s) of the sewage monitoring
Sewage sampling methods
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Protocol Scoping Review Sewage v1.0
15. Sampling naming Copy or briefly describe the naming of the sewage sampling
method(s)
16. Sampling method(s)
Specify if the sampling method was
(a) grab sampling
(b) composite sampling
(c) automatic sampling
(d) passive sampling
(e) otherwise: …
(f) N/A
17. Sampling location(s)
Specify the sewage sampling site(s):
(a) Sewer manhole
(b) Sewer pipe
(c) Sewer pumping station
(d) Wastewater treatment plant
(e) Non-sewered setting: …
(f) Otherwise: …
(g) N/A
18. Sampling technique
Briefly describe the:
a. sample frequency
b. quantity of each collected sample (in mL)
c. period of time between first and last sample taken (in
days)
Sewage analysis methods
19. Analysis naming Copy or briefly describe the naming of the sewage analysis
method(s)
20. Type of analysis
a. Qualitative (detection yes/no)
b. Quantitative (concentrations, relative abundances, etc.)
c. Otherwise: …
21. Analysis
technique(s)
Specify if the analysis method was:
(a) culture-based (e.g. bacterial or viral or otherwise: …)
(b) molecular (e.g. qPCR, dPCR, LAMP or otherwise: …)
(c) sequencing-based (e.g. Sanger, Illumina short-read,
Nanopore long-read, amplicon-based or otherwise …)
(d) metagenomics-based (e.g. 16S, viral metagenomics or
otherwise: …)
(e) otherwise: …
(f) N/A
22. Analysis target Specify whether the target is alive bacteria/virus (in case of
culture), a specific gene (in case of molecular), the whole
genome, 16s, etc.
23. Sample processing
methodology
Specify if the method for sample concentration and nucleic
acid extraction was:
(a) ultrafiltration (size-based)
(b) electronegative membrane filtration
(c) absorption-precipitation (PEG precipitation)
(d) flocculation - centrifugation
(e) filter-based direct capture
(f) magnetic bead-based methods
(g) otherwise: …
(h) N/A
24. Data normalization Specify if the applied data normalization was:
(a) PMMoV
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Protocol Scoping Review Sewage v1.0
(b) CrAssphage
(c) flow normalization
(d) otherwise: …
(e) N/A
25. Analysis protocol(s) Briefly describe the applied analysis protocol(s) applied on
the sewage samples
26. Outcome
measure(s) Briefly describe the outcome measure(s) of the analysis
method(s) (e.g. concentrations in units)
Public health actions
27. Description public
health action(s) Copy or briefly describe the public health action(s) as a
response to the conducted sewage monitoring
28. Public health
action(s) as a
response to the
conducted sewage
monitoring
Specify if the conducted sewage monitoring led to:
(a) isolation or quarantine measures
(b) hygienic measures
(c) source tracing
(d) contact tracing
(e) testing notice
(f) vaccination campaign initiation, evaluation and/or
(re)design
(g) public health messaging, promotion and/or education
(h) (increased) community engagement
(i) behavioral interventions
(j) vector control measures
(k) incorporation of sewage monitoring in outbreak
protocol(s)
(l) incorporation of sewage monitoring in regular
surveillance
(m) (improved) surveillance of (emerging) pathogen(s)
(n) enrichment of epidemiological data
(o) implementation of sewage monitoring as early warning
system
(p) evaluation and/or adaptation of existing intervention(s)
(q) enhanced (pandemic) preparedness for future outbreaks
(r) new research (in the field of public health)
(s) public health policy development
(t) initiation or expanded collaboration with (public health)
partners
(u) otherwise: …
29. Recommendation(s) Copy or briefly describe the recommendation(s) for public
health action(s) of the sewage monitoring
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