During
the
COVID-19
pandemic,
measurement
of
SARS-CoV-2
RNA
levels
in
wastewater
quickly
emerged
as
an
additional
tool
for
monitoring
and
to
provide
early
warning
system.
This
led
development
several
regional,
national
international
projects
aimed
at
applying
this
approach.
The
main
principle
is
based
on
detection
viral
signature
untreated
indication
infection
within
connected
populations.
However,
concentration
can
be
impacted
by
dilution
factors
or
population
changes
sewer
shed,
leading
misinterpretation
results.
Therefore,
there
need
normalization
ensure
accurate
representation
numbers.
aim
study
was
evaluate
different
bacterial
markers
their
efficiency
normalizing
WBE
data,
which
will
enhance
accuracy
when
interpreting
concentrations
wastewater.
Weekly
sampling
conducted
from
two
treatment
plants
(WWTP
A
WWTP
B)
eThekwini
district
over
a
period
three
months
(July-October
2022).
Three
biomarkers
(crAssphage,
Bacteroides
(HF
183),
Pepper
Mild
Motile
Virus)
where
chosen
ascertain
most
suitable
data
normalization.
Biomarker
SARS
CoV-2
samples
were
determined
using
droplet
digital
PCR
(ddPCR).
Physicochemical
characteristics
also
identify
potential
impact
these
biomarkers.
To
determine
biomarker,
correlation
analysis
Adaptive
neuro
fuzzy
inference
system
(ANFIS)
model
used.
Average
sampled
WWTPs
ranged
0.28
copies/µL
9.57
copies/µL.
Among
studied,
crAssphage
recorded
highest
compared
PMMoV
HF183
both
WWTPs.
CrAssphage
7943
(±7.07)
8006
(±4.24)
B.
10116
(±120.91)
2474
(±117.37)
had
46
84,1
(±5.48)
observed
Week
1.
showed
greater
association
during
trend
with
(0.499)
than
other
A,
183
(-0.191)
SARS-CoV
2
(-0.562)).
physicochemical
electrical
conductivity
temperature
significant
biomarker
Using
ANFIS
model,
it
shown
that
measured
chemical
oxygen
demand
(COD),
dissolved
(DO),
volatile
solids
(VS).
These
results
indicate
possible
parameters
Furthermore,
quantities
demonstrated
influenced
such
conductivity,
pH
temperature.
indicates
difference
influence
SARS-CoV-2.
all
parameters,
combined,
best
crAssphage,
COD
VS.
highlight
significance
including
characteristic
studies
reliable
As
study,
serve
ix
efficient
surveillance.
In
addition,
has
been
quantification
targets
concern,
2,
may
enhanced
combined
characteristics,
infections.
International Journal of Molecular Sciences,
Journal Year:
2023,
Volume and Issue:
24(10), P. 9072 - 9072
Published: May 22, 2023
Mutation
research
is
crucial
for
detecting
and
treating
SARS-CoV-2
developing
vaccines.
Using
over
5,300,000
sequences
from
genomes
custom
Python
programs,
we
analyzed
the
mutational
landscape
of
SARS-CoV-2.
Although
almost
every
nucleotide
in
genome
has
mutated
at
some
time,
substantial
differences
frequency
regularity
mutations
warrant
further
examination.
C>U
are
most
common.
They
found
largest
number
variants,
pangolin
lineages,
countries,
which
indicates
that
they
a
driving
force
behind
evolution
Not
all
genes
have
same
way.
Fewer
non-synonymous
single
variations
encode
proteins
with
critical
role
virus
replication
than
ancillary
roles.
Some
genes,
such
as
spike
(S)
nucleocapsid
(N),
show
more
others.
prevalence
target
regions
COVID-19
diagnostic
RT-qPCR
tests
generally
low,
cases,
primers
bind
to
N
gene,
it
significant.
Therefore,
ongoing
monitoring
crucial.
The
Portal
provides
access
database
mutations.
Scientific Reports,
Journal Year:
2024,
Volume and Issue:
14(1)
Published: Feb. 14, 2024
Abstract
Wastewater
surveillance
of
coronavirus
disease
2019
(COVID-19)
commonly
applies
reverse
transcription-quantitative
polymerase
chain
reaction
(RT-qPCR)
to
quantify
severe
acute
respiratory
syndrome
2
(SARS-CoV-2)
RNA
concentrations
in
wastewater
over
time.
In
most
applications
worldwide,
maximal
sensitivity
and
specificity
RT-qPCR
has
been
achieved,
part,
by
monitoring
two
or
more
genomic
loci
SARS-CoV-2.
Ontario,
Canada,
the
provincial
Surveillance
Initiative
reports
average
copies
CDC
N1
N2
normalized
fecal
biomarker
pepper
mild
mottle
virus.
November
2021,
emergence
Omicron
variant
concern,
harboring
a
C28311T
mutation
within
probe
region,
challenged
accuracy
consensus
between
measurements
this
study,
we
developed
applied
novel
real-time
dual
quality
assurance
control
framework
based
on
relative
difference
City
Ottawa
dataset
identify
loss
assay
period
from
July
10,
2022
January
31,
2023.
Further
analysis
via
sequencing
allele-specific
revealed
high
proportion
mutations
C28312T
A28330G
during
study
period,
both
across
province.
It
is
hypothesized
that
nucleotide
especially
A28330G,
led
inefficient
annealing,
resulting
reduction
assay.
This
highlights
importance
implementing
criteria
continually
evaluate,
near
real-time,
signal
produced
rely
detection
pathogens
whose
genomes
undergo
rates
mutation.
Scientific Reports,
Journal Year:
2024,
Volume and Issue:
14(1)
Published: May 30, 2024
Abstract
Wastewater
surveillance
is
an
effective
tool
for
monitoring
community
spread
of
COVID-19
and
other
diseases.
Quantitative
PCR
(qPCR)
analysis
wastewater
more
susceptible
to
mutations
in
target
genome
regions
than
binary
clinical
surveillance.
The
SARS-CoV-2
concentrations
estimated
by
N1
N2
qPCR
assays
started
diverge
around
July
2022
data
from
different
sampling
sites,
analytical
methods,
laboratories
Japan.
On
the
basis
genomic
experimental
data,
we
demonstrate
that
divergence
due
two
probe
region,
which
can
cause
underestimation
viral
concentrations.
We
further
show
this
inaccuracy
be
alleviated
if
are
analyzed
with
second
derivative
method
or
Cy0
instead
crossing
point
method.
Journal of Virological Methods,
Journal Year:
2025,
Volume and Issue:
unknown, P. 115116 - 115116
Published: Feb. 1, 2025
During
the
COVID-19
pandemic,
reagents
for
SARS-CoV-2
detection
were
scarce
or
sold
at
high
prices,
particularly
in
Latin
America.
In
this
study,
a
significant
step
towards
self-sufficiency
was
achieved
through
development
of
an
in-house
extraction
kit
detecting
from
nasopharyngeal
swab
samples.
The
purity
and
concentration
RNA
extracted
using
compared
to
those
obtained
GeneJET
Purification
Kit
(Thermo-Scientific®)
as
reference.
applicability
evaluated
four
samples
positive
by
NGS
sequencing
with
Illumina®.
There
no
differences
between
results
commercial
kit.
These
findings
confirm
that
protocol
demonstrated
satisfactory
diagnostic
accuracy
virus
patients
COVID-19.
works
effectively,
providing
optimal
genomic
characterization
lineage
assignment
within
analyzed.
This
phenol-free
represents
local
design
production
achievement,
offering
effective
solution
swabs.
data
highlight
essential
contribution
study
health
biotechnological
sovereignty
Colombia.
BMC Infectious Diseases,
Journal Year:
2025,
Volume and Issue:
25(1)
Published: Feb. 24, 2025
The
genomic
surveillance
of
SARS-CoV-2
is
challenging
in
high-volume,
resource-limited
settings.
Faster
and
less
expensive
methods
are
required
for
the
prompt
detection
variants
interest.
This
study
aimed
to
validate
implement
TaqMAMA
RT-PCR
method
variants.
We
developed
From
viral
genomes
obtained
from
GISAID
database,
fluorescent
amplification
probes
oligonucleotides
were
designed
detect
two
specific
mutations
each
variant.
consisted
an
assay
validation
phase
comparing
newly
WGS
COVID-19-positive
samples,
followed
by
a
large-scale
implementation
calculate
its
performance.
During
phase,
we
included
232
samples
analysis
using
WGS.
identified
82.3%
as
positive,
had
sensitivities
82%,
100%,
50%,
specificities
91%,
99%,
with
PPVs
75%,
NPVs
20%,
100%
Delta,
Alpha,
Gamma
variants,
respectively.
For
1315
68%
positive
97.5%
delta.
predicted
performance
Bayesian
statistics
was
95%,
55%,
0%
29%,
0%,
<
1%
negative
delta,
alpha,
gamma
diagnostic
acceptable
most
prevalent
offers
cost
time-saving
alternative
high-volume
Microorganisms,
Journal Year:
2025,
Volume and Issue:
13(3), P. 526 - 526
Published: Feb. 27, 2025
Wastewater-based
environmental
surveillance
enables
the
monitoring
of
SARS-CoV-2
dynamics
within
populations,
offering
critical
epidemiological
insights.
Numerous
workflows
for
tracking
have
been
developed
globally,
underscoring
need
interlaboratory
comparisons
to
ensure
data
consistency
and
comparability.
An
inter-calibration
test
was
conducted
among
laboratories
network
in
wastewater
samples
across
Lombardy
region
(Italy).
The
aimed
evaluate
reliability
identify
potential
sources
variability
using
robust
statistical
approaches.
Three
were
analyzed
parallel
by
four
identical
pre-analytical
(PEG-8000-based
centrifugation)
analytical
processes
(qPCR
targeting
N1/N3
Orf-1ab).
A
two-way
ANOVA
framework
Generalized
Linear
Models
applied,
multiple
pairwise
performed
Bonferroni
post
hoc
test.
analysis
revealed
that
primary
source
results
associated
with
phase.
This
likely
influenced
differences
standard
curves
used
quantify
concentrations,
as
well
size
treatment
plants.
findings
this
study
highlight
importance
testing
verifying
determinations
identifying
key
variation.
Materials Chemistry Frontiers,
Journal Year:
2023,
Volume and Issue:
7(18), P. 4063 - 4072
Published: Jan. 1, 2023
At
present,
the
prevalent
Omicron
mutant
of
severe
acute
respiratory
syndrome
coronavirus
2
(SARS-CoV-2)
has
characteristics
high
infectivity
and
strong
concealment,
leading
to
more
asymptomatic
infections.
Human Genomics,
Journal Year:
2024,
Volume and Issue:
18(1)
Published: June 27, 2024
Abstract
Background
Wastewater
surveillance
(WWS)
acts
as
a
vigilant
sentinel
system
for
communities,
analysing
sewage
to
protect
public
health
by
detecting
outbreaks
and
monitoring
trends
in
pathogens
contaminants.
To
achieve
thorough
comprehension
of
present
upcoming
practices
identify
challenges
opportunities
standardisation
improvement
WWS
methodologies,
two
EU
surveys
were
conducted
targeting
over
750
laboratories
across
Europe
other
regions.
The
first
survey
explored
diverse
range
activities
currently
undertaken
or
planned
laboratories.
second
specifically
targeted
methods
quality
controls
utilised
SARS-CoV-2
surveillance.
Results
findings
the
provide
comprehensive
insight
into
procedures
methodologies
applied
WWS.
In
Europe,
primarily
focuses
on
with
99%
participants
dedicated
this
virus.
However,
responses
highlighted
lack
employed
SARS-CoV-2.
pathogens,
including
antimicrobial
resistance,
is
fragmented
only
limited
number
Notably,
these
are
anticipated
expand
future.
Survey
replies
emphasise
collective
recognition
need
enhance
accuracy
results
practices,
reflecting
shared
commitment
advancing
precision
effectiveness
methodologies.
Conclusions
These
identified
standardised
common
standards
reference
materials
reliability
addition,
it
important
broaden
efforts
beyond
include
emerging
resistance
ensure
approach
protecting
health.