Neurodevelopmental impacts of prenatal drinking water exposure to manganese and other metals on children
1. Manganese
Exposure
1
Neurodevelopmental
impacts
of
prenatal
drinking
water
exposure
to
manganese
and
other
metals
on
children
Jeronda
Scott
and
Melissa
Miller
Clark
University
2. Manganese
Exposure
2
Neurodevelopmental
impacts
of
prenatal
drinking
water
exposure
to
manganese
and
other
metals
on
children
Jeronda
Scott
and
Melissa
Miller
Abstract
The
aim
of
this
paper
was
to
review
the
scientific
research
published
to
date
on
the
potential
effects
on
neurodevelopment
and
behavioral
disorders
in
children
exposed
to
manganese
and
other
metals
via
drinking
water
and
optimum
biomarkers
to
measure
exposure.
This
was
done
by
using
online
research
databases
such
as
Google
Scholar
and
PubMed,
etc.
It
was
found
that
there
is
an
association
between
exposure
to
manganese
and
neurodevelopmental
deficits
in
young
children,
and
that
there
are
large
gaps
in
the
body
of
research
that
must
be
done
to
better
understand
these
issues.
Improvements
to
exposure
limits
must
be
made.
We
hope
that
further
research
on
optimal
biomarkers,
such
as
dentine,
will
help
to
contribute
to
the
knowledge
of
negative
neurological
impacts
from
manganese
exposure.
1.
Introduction
Manganese
(Mn)
is
an
essential
nutrient
found
in
all
living
organisms
and
is
naturally
present
in
rocks,
soil,
water,
and
food
making
it
abundant
in
the
environment.
It
is
important
to
understand
its
potential
impacts
not
only
because
of
its
natural
abundance
but
also
because
it
is
a
recent
gasoline
additive
and
may
be
even
more
widespread
in
the
environment
in
the
future
(Schettler,
Solomon,
&
3. Manganese
Exposure
3
Valenti,
2000).
Mn
is
required
for
normal
amino
acid,
lipid,
protein,
and
carbohydrate
metabolism
(Erikson,Thompson,
&
Aschner,
2007)).
However,
overexposure
to
Mn
can
have
significant
neurotoxic
effects,
and
it
is
likely
that
there
is
a
greater
effect
on
fetuses,
newborns,
and
young
children.
Due
to
lack
of
research,
Mn
concentrations
in
drinking
water
are
not
currently
regulated
in
the
United
States.
Health
based
guidelines
for
the
maximum
level
of
Mn
in
drinking
water
have
been
established
by
the
EPA,
and
are
currently
set
at
300
µg/L
(U.S.
EPA
2004).
While
there
is
a
healthy
amount
of
research
analyzing
the
effects
of
postnatal
and
occupational
exposure
to
Mn,
there
is
a
lack
of
research
and
evidence
of
the
effects
of
Mn
exposure
on
a
more
vulnerable
group,
babies
in
utero
and
young
children.
The
Holliston
Health
Project
is
a
collaborative
initiative
to
examine
if
children
in
the
town
of
Holliston,
Massachusetts
are
being
exposed
to
detrimental
levels
of
chemicals,
and
if
this
exposure
is
leading
to
any
adverse
health
effects.
In
this
literature
review
we
closely
examine
Mn
and
other
heavy
metals
and
their
effects
on
children
from
in
utero
to
age
10.
The
purpose
of
this
literature
review
is
to
support
the
Holliston
Health
Project
by
providing
an
in-‐depth
look
at
the
state
of
research
for
a
variety
of
chemicals
and
their
potential
impact
on
neurodevelopmental-‐cognitive-‐behavioral
outcomes
from
exposure
during
pregnancy,
and
biomarkers
that
can
be
used
to
measure
those
exposures.
2.
Background
2.1
Manganese
Metabolism
in
Children
4. Manganese
Exposure
4
Mn
is
crucial
to
bone
and
tissue
development
as
well
as
the
immune
system.
However,
there
are
many
correlations
between
excessive
postnatal
exposure
to
Mn
and
interference
with
normal
brain
development
(Wasserman
et
al.
2006,
Bouchart
et
al.
2010,
Khan
et
al.
2011).
Too
much
exposure
can
cause
Mn
to
accumulate
in
the
brain,
particularly
the
central
nervous
system,
leading
to
neurological
damage.
Since
Mn
is
an
essential
element,
it
stands
that
there
should
be
a
level
above
which
negative
impacts
will
occur.
Infants
and
young
children
face
higher
risks
from
exposure
to
metals
than
adults
because
adults
have
fully
developed
homeostatic
mechanisms
which
limit
absorption
of
ingested
metals.
Because
infants
and
young
children
have
not
completely
developed
these
mechanisms,
their
bodies
are
unable
to
correctly
process
these
metals,
and
retention
of
metals
is
higher
in
infants
than
in
adults.
According
to
Lönnerdal
(1994)
bile
flow
is
low
in
infants,
which
may
result
in
a
lower
excretion
of
Mn
via
bile,
causing
higher
retention
of
Mn
in
tissue.
Moreover,
certain
tissue
sites
have
a
high
affinity
for
Mn,
and
although
these
sites
are
saturated
in
adults,
they
strongly
retain
Mn
in
infants
(Ljung
&
Vahter,
2007).
There
is
an
increasing
body
of
evidence
that
internal
and
external
exposures
to
chemicals
and
metals
cause
a
variety
of
physiological
impacts
at
different
developmental
stages.
As
a
consequence,
windows
of
vulnerability
open
when
susceptibility
to
environmental
chemicals
is
heightened.
Therefore
it
is
crucial
to
look
at
the
timing
of
exposures
in
addition
to
levels
of
exposure.
The
prenatal
period
is
specifically
important
when
examining
critical
windows
of
exposure.
During
in
utero
development
and
early
childhood,
the
tissues
and
organs
of
the
body
undergo
5. Manganese
Exposure
5
stages
of
rapid
development,
during
which
toxic
exposure
or
nutrient
deficiency
can
lead
to
long-‐term
effects.
(Andra,
Austin,
Wright,
&
Arora,
2015).
There
are
two
instances
of
rapid
brain
development
for
infants.
The
first
is
during
pregnancy,
and
the
second
occurs
several
months
after
birth.
The
fetus
is
especially
vulnerable
to
Mn
during
the
development
period
in
utero;
Mn
easily
crosses
the
placenta
through
active
transport
mechanisms,
where
it
results
in
increased
levels
in
fetal
circulation
(Andra
et
al.
2015).
Thus,
fetal
life
can
be
regarded
as
a
period
of
great
vulnerability
to
Mn,
even
at
low
environmental
levels.
Mn
specifically
targets
the
nervous
system,
and
for
a
developing
child,
this
can
mean
interruption
of
crucial
development
of
the
nervous
system
(Yu,
Zhang,
Yan,
&
Shen,
2014).
Since
the
central
nervous
system
develops
sequentially
and
are
interdependent,
any
interruption
in
the
fetal
development
may
lead
to
deficiencies
in
later
stages
of
development
(Rodríguez-‐Barranco,
et
al.
2013).
Beginning
as
soon
as
the
second
week
of
gestation,
the
outer
layer
of
the
embryo
begins
to
fold
to
develop
the
neural
tube,
the
early
beginnings
of
the
brain.
After,
the
central
nervous
system
begins
to
develop,
creating
100
billion
nerve
cells
and
1
trillion
glial
cells,
which
must
undergo
a
slew
of
changes
and
formations
during
the
process
of
development
(Sanders
et
al.
2015).
Because
these
developments
are
successive,
a
reliable
and
effective
biomarker
provides
the
possibility
of
determining
when
exposure
occurred,
and
what
interruptions
took
place,
which
can
then
determine
how
these
interruptions
affect
neurological
development.
The
timing
of
environmental
exposures
is
incredibly
important;
the
time
at
which
the
child
is
6. Manganese
Exposure
6
exposed
to
the
metal
is
equally
important
as
the
level
of
exposure.
(Andra
et
al.
2015)
2.2
Manganese
Guidelines
for
Drinking
Water
Quality
The
current
United
States
health-‐based
guideline
for
Mn
in
drinking
water
is
partly
based
on
debatable
assumptions,
without
deeper
research.
The
previous
guideline
value
of
500
µg/L
was
set
originally
in
1958
and
was
based
on
the
distinct
impairment
of
water
potability
by
excessive
Mn
concentrations
(WHO
2004).
Due
to
the
staining
properties
of
Mn,
the
guideline
value
was
lowered
to
100
µg/
in
the
World
Health
Organization’s
(WHO)
first
edition
guidelines
for
drinking
water
quality
(Ljung
et
al.
2007).
Various
countries
have
set
standards
for
Mn
of
0.05
mg/liter,
to
prevent
problems
with
discoloration
(WHO
2011).
At
concentrations
above
0.1mg/liter,Mn
gives
water
an
undesirable
taste
and
stains
plumbing
fixtures
and
laundry,
and
at
concentrations
as
low
as
0.02
mg/litre,
Mn
can
form
coatings
on
water
pipes
that
may
later
slough
off
as
a
black
precipitate
(U.S.
EPA.
2004).
Based
on
health
motives,
the
guideline
value
was
raised
to
500
µg/L
in
the
1993
second
edition
(WHO
2004).
Currently,
the
health-‐based
guideline
value
for
Mn
in
water
is
in
the
United
States
400
µg/L.
It
is
based
on
an
estimated
no
observed
adverse
effect
level
(NOAEL)
for
Mn
in
food.
The
NOAEL
of
11
mg
of
Mn
a
day,
is
partly
based
on
a
review
by
Greger
(1998),
who
studied
adults
with
Western
diets.
The
current
guideline
value
for
drinking
water
is
likely
low
enough
to
protect
adolescents
and
adults
but
not
younger
children.
Mn
is
often
considered
one
of
the
least
toxic
metals
7. Manganese
Exposure
7
via
the
oral
route
due
to
homeostasis
mechanisms
in
the
body
that
limit
gastrointestinal
absorption.
However,
with
the
growing
evidence
of
neurotoxicity
through
oral
routes,
especially
in
infants
and
young
children,
the
guideline
needs
to
be
reevaluated.
Infant
formula
already
contains
high
levels
of
Mn
(300
µg/L
on
average,
but
ranging
between
66
and
856
µg/L,
depending
on
the
brand).
If
formula
is
prepared
with
water
containing
acceptable
levels
of
Mn
based
on
WHO
guidelines,
it
is
highly
possible
that
infants
will
receive
an
unacceptable
dose
of
Mn.(Ljung
et
al.
2007).
3.
Methods
To
understand
the
state
of
the
research,
papers
were
found
from
a
wide
variety
of
subjects
and
compared.
Research
was
compiled
from
PubMed
and
Google
Scholar
using
combinations
of
search
terms
such
as
“manganese”,
“in
utero
exposure”,
“prenatal
exposure”,
“drinking
water”,
“neurodevelopment”,
“neurotoxin”,
“co-‐exposure”
and
so
on.
Additional
papers
were
also
found
through
citations
from
particularly
relevant
papers.
When
using
PubMed,
MeSH
terms
were
used
to
find
similar
papers
listed
under
the
same
topic.
MeSH
terms
that
were
particularly
useful
included
“pregnancy”
“manganese”
“drinking
water”
“neurodevelopment”
and
“women’s/children’s
health”.
Papers
that
were
selected
contained
material
that
demonstrated
relevance
to
our
research
question,
or
that
demonstrated
holes
in
the
current
state
of
research.
4.
Results
4.1
Biomarkers
8. Manganese
Exposure
8
A
biomarker
is
any
substance
or
metabolite
that
may
be
measured
in
the
body
to
estimate
external
exposure
levels
or
to
predict
the
potential
for
adverse
health
effects
or
disease.
There
is
a
great
need
for
an
effective
biomarker
to
analyze
health
impacts
from
prenatal
exposures,
but
they
are
often
difficult
to
find,
and
are
not
always
accurate;
no
specific
accurate
biomarker
for
Mn
has
been
determined.
Research
has
so
far
relied
on
urine,
umbilical
cord
blood
and
serum,
and
hair.
There
is
new
research
analyzing
the
usefulness
of
tooth
dentine,
which
shows
promise.
(Santamaria
2008,
Arora
et
al.
2015),
4.1.1Hair
Hair
is
a
common
biomarker
used
to
study
the
neurological
effects
of
Mn
contamination
on
young
children.
Using
hair,
Rodríguez-‐Barranco
et
al.
(2013),
found
that,in
relation
to
Mn,
results
of
a
meta-‐analysis
suggest
that
a
50%
increase
in
hair
levels
would
be
associated
with
a
0.7
IQ
decrease
of
children
aged
6-‐13.
There
are
other
studies
that
have
found
an
association
with
adverse
health
effects
on
children
using
hair.
However,
hair
reflects
past
exposure
and
exposure
over
the
past
few
months,
and
with
age,
Mn
concentrations
decrease
in
hair.
Researchers
(Sanders,
Henn,
&
Wright
2015)
suggested
that
hair
is
not
a
reliable
biomarker
due
to
the
potential
for
external
Mn
exposures
that
may
affect
Mn
levels
in
hair,
limiting
its
use
as
an
indicator
of
internal
dose,
and
that
it
also
may
be
affected
by
the
degree
of
pigmentation.
4.1.2
Urine
and
Blood
A
large
portion
of
the
research
on
Mn
exposure
and
its
neurological
and
behavioral
effects
have
measured
Mn
in
blood
or
urine.
There
are
several
tests
9. Manganese
Exposure
9
available
that
can
measure
Mn
levels
in
whole
blood,
serum,
or
urine.
However,
Mn
is
naturally
present
in
the
body,
thus
some
Mn
is
always
found
in
these
fluids
(Santamaria
2008).
Both
blood
and
urine
have
relatively
short
half-‐lives,
which
makes
them
more
indicative
of
recent
exposure,
rather
than
serving
as
a
marker
or
long-‐term
or
chronic
exposure.
Due
to
high
variability
of
the
results,
they
cannot
be
considered
as
suitable
biomarkers
of
exposure
(Apostoli
2000).
This
is
in
agreement
with
Droz
(1993)
who,
on
the
basis
of
pharmacokinetic
modeling,
stated
that
for
half-‐lives
below
10
h,
there
is
no
statistical
advantage
in
using
biological
monitoring.
According
to
Santamaria
(2008)
urinary
Mn
is
not
a
less
suitable
biomarker
because
it
is
primarily
excreted
in
the
bile,
and
only
approximately
1%
is
excreted
in
the
urine.
Blood
Mn
has
been
the
most
commonly
used
biomarker
of
exposure,
but
the
short
half-‐life
of
Mn
in
blood
may
miss
periods
of
peak
exposure
and
Mn
is
also
not
reliable
in
blood
due
to
well-‐regulated
by
homeostatic
mechanisms
in
adults
(Gunier
2013).
Change
in
dietary
intake
may
also
influence
blood
Mn
levels
which
may
invalidate
study
results
(Santamaria
2008).
Despite
urine
and
blood
not
being
ideal
biomarkers,
they
have
still
been
useful
in
contributing
to
the
increase
of
knowledge
of
Mn
exposure.
Many
studies
have
found
associations
using
urine
and
blood
as
biomarkers.
Yu
et
al.
(2014)
compared
levels
of
Mn
in
serum
from
umbilical
cord
blood
with
results
from
neonatal
behavioral
neurological
assessment
(NBNA).
They
found
that
high
Mn
levels
in
umbilical
cord
serum
were
correlated
with
poor
NBNA
performance.
Based
on
their
results,
they
determined
that
any
Mn
concentration
in
blood
over
50
ug/L
is
10. Manganese
Exposure
10
unsafe.
This
study
showed
that
prenatal
exposure
to
Mn
at
environmentally
relevant
level
was
significantly
and
negatively
associated
with
fetal
neurodevelopment.
4.1.3.
Dentine
It
is
widely
regarded
(Arora
et
al.,
Andra
et
al.,
Gunier
et
al.,
Hare
et
al.)
that,
despite
the
usefulness
of
urine,
umbilical
cord
blood,
and
hair,
there
is
a
need
to
find
a
more
effective
biomarker
for
Mn
exposure,
particularly
one
that
can
be
used
retrospectively.
In
determining
the
effects
of
Mn
exposure
in
utero,
it
is
important
to
find
a
reliable,
retrospective
biomarker
in
order
to
demonstrate
the
levels
of
Mn
exposure
during
development.
The
biomarkers
that
have
been
extensively
used
thus
far
(hair,
blood,
and
urine)
tend
to
be
unreliable
and
variable,
and
their
accuracy
is
limited
(kasperson).
They
fail
to
provide
exposure
timing,
levels
of
cumulative
exposure,
and
lack
the
potential
to
provide
information
on
the
specific
source
(Andra
et
al.
2015).
Blood
has
been
used
quite
frequently,
but
may
not
be
the
most
reliable
measurement
tool
because
fully
matured
bodies
regulate
Mn
concentrations
effectively
and
the
half-‐
life
of
Mn
is
brief.
Hair
has
also
been
useful,
but
can
easily
be
contaminated
by
external
environmental
factors.
For
these
reasons,
commonly
used
biomarkers
are
not
the
most
effective
measure
of
exposure.
(Gunier
et
al.
2013).
Dentine
in
baby
teeth
may
be
an
ideal
way
to
measure
in
utero
exposure
to
metals.
Unlike
other
the
biomarkers,
dentine
provides
exposure
data
that
is
comparable
to
data
from
a
longitudinal
study,
but
can
be
obtained
retroactively.
Dentine,
a
tissue
in
the
teeth,
begins
to
develop
as
early
as
the
second
trimester
(between
the
13th
and
19th
weeks
of
gestation),
and
then
enamel
and
dentine
begin
to
form
outward,
11. Manganese
Exposure
11
similarly
to
the
formation
of
growth
rings
on
trees
(Gunier
et
al.
2013).
Mn
is
absorbed
by
the
tissue
as
the
teeth
form.
Due
to
disturbances
caused
by
protein
matrix
deposition
during
birth,
the
teeth
form
a
neonatal
line,
and
that
line
can
be
used
to
distinguish
between
prenatal
and
postnatal
exposures.
Afterwards,
the
teeth
develop
daily
growth
lines,
which
create
an
image
of
daily
exposures
after
birth.
Measurements
of
Mn
exposures
from
this
point
until
almost
a
year
after
birth
can
be
taken,
which
can
be
used
to
characterize
both
prenatal
and
postnatal
exposures.
Analytical
technology
can
pinpoint
when
the
exposure
occurred,
and
how
much
of
the
exposure
was
incorporated
into
the
teeth
(Gunier
et
al.
2013,
Andra
et
al.
2015).
Both
Gunier
et
al.
and
Arora
et
al.
analyzed
the
usefulness
of
dentine
as
a
biomarker.
In
a
study
analyzing
the
distribution
of
Mn
in
primary
teeth,
Arora
et
al.
found
not
only
that
Mn
is
distributed
in
a
distinct
and
consistent
pattern,
but
also
that
Mn
leaves
a
distinct
high
concentration
area
in
the
prenatally
formed
dentine.
This
finding
suggests
that
deciduous
teeth
have
great
potential
as
a
useful
biomarker
for
prenatal
Mn
exposures
(Arora
et
al
2011).
Both
groups
used
laser-‐ablation-‐
inductively
coupled
plasma-‐mass
spectrometry
(LA-‐ICP-‐MS)
to
analyze
Mn
exposures
through
deciduous
teeth.
Gunier
et
al.
found
that
their
findings
using
LA-‐
ICP-‐MS
were
correlated
with
their
estimates
of
prenatal
environmental
exposures
to
Mn.
LA-‐ICP-‐MS
allowed
them
to
retroactively
gain
a
characterization
of
exposure
as
it
occurred
In
the
study
conducted
by
Gunier
et
al.,
it
was
found
that
Mn
levels
in
teeth
were
higher
during
the
second
trimester
than
the
third,
which
conflicts
with
findings
from
previous
studies
using
cord
blood
as
a
biomarker
that
found
highest
12. Manganese
Exposure
12
levels
near
the
end
of
pregnancy.
Dentine
reflects
direct
exposure
to
Mn,
and
while
there
are
fluctuations
in
Mn
concentrations
in
blood
during
pregnancy,
there
is
no
known
instability
in
tooth
mineralization.
This
pattern
found
by
Gunier
et
al.
suggests
that
fetal
uptake
of
Mn
in
the
second
trimester
is
higher
than
in
later
stages
of
pregnancy,
and
that
dentine
is
a
more
effective
measure
of
this
uptake.
Arora
et
al.
found
similar
results;
they
found
that
the
cord
blood
levels
of
Mn
were
significantly
positively
correlated
with
the
Mn
concentrations
in
dentine
adjacent
to
the
neonatal
line,
suggesting
that
dentine
is
an
effective
biomarker.
At
other
points
in
the
neonatal
line,
however,
there
is
not
an
association.
This
is
not
surprising;
deposits
of
Mn
in
dentine
are
a
direct
reflection
of
the
exposure,
while
cord
blood
is
only
a
direct
reflection
of
Mn
levels
in
the
fetus
at
the
time
of
birth.
Blood
Mn
can
vary
during
pregnancy,
and
has
a
half-‐life
of
approximately
four
days.
(Arora
et
al.
2013).
Gunier
et
al.
also
argues
that
previous
studies
measuring
Mn
exposures
with
enamel
instead
of
dentine
(Ericson
et
al.
2007)
are
less
effective
at
determining
the
timing
of
exposure
than
dentine
because
of
differences
in
formation;
dentine
is
mineralized
immediately
to
its
almost
final
stage,
while
enamel
is
mineralized
slowly
throughout
development
(Arora
et
al.
2013).
Arora
et
al.
agrees,
because
most
metals
being
incorporated
into
the
tooth
are
absorbed
after
all
of
the
enamel
matrix
is
formed
in
the
tooth,
and
therefore,
enamel
cannot
be
used
to
determine
the
timing
of
exposure.
More
research
should
be
conducted
to
analyze
the
differences
and
advantages
in
these
two
tissues
as
biomarkers
13. Manganese
Exposure
13
4.2
Effects
from
Exposure
through
Drinking
Water
Approximately
20%
of
drinking
water,
both
public
and
individual,
is
sourced
from
groundwater,
and
50%
of
United
States
citizens
receive
their
drinking
water
from
a
groundwater
source.
It
has
recently
been
recognized
that
groundwater
is
susceptible
to
contamination,
particularly
from
organic
chemicals
that
result
from
agricultural
activities
(Safe
Drinking
Water).
Mn
is
also
commonly
found
in
groundwater
because
of
the
weathering
and
leaching
of
rocks
or
minerals,
which
release
Mn
into
aquifers.
Although
there
is
currently
no
public
policy
regulating
drinking
water
concentrations
of
Mn,
the
EPA
has
released
a
health
advisory
for
its
adverse
neurological
effects
associated
with
oral
ingestion
and
has
set
a
health-‐
based
guideline
of
300
µg/L
(EPA
2004).
The
World
Health
Organization
has
set
its
own
guideline
as
400
µg/L,
slightly
higher
than
the
EPA
(WHO
2008).
Approximately
45%
of
wells
for
public
use
in
New
England
have
drinking
water
concentrations
of
Mn
greater
than
30
µg/L,
and
nationally,
and
close
to
5%
of
household
wells
in
the
United
States
have
concentrations
of
Mn
greater
than
300
µg/L
(Groschen
et
al.
2009,
U.S.
Geological
Survey
2009).
The
neurodevelopmental
and
behavioral
effects
of
children’s
exposure
to
Mn
in
drinking
water
are
varied,
but
well
established.
Water
Mn
has
been
significantly
negatively
associated
with
academic
performance
in
several
studies;
Zhang
et
al.
(1995)
found
children
with
elevated
hair
concentrations
of
Mn
had
poorer
school
records
than
their
peers,
and
performed
more
poorly
on
mathematics
and
language
tests,
while
Khan
et
al.
(2011)
found
that
concentrations
of
Mn
over
400
µg/L
were
14. Manganese
Exposure
14
significantly
negatively
associated
with
poor
performance
on
math
exams,
but
not
on
language
exams.
In
another
study,
it
was
found
that
children
exposed
to
water
with
high
Mn
concentrations
had
a
6.2
full
scale
IQ
point
difference
than
other
children
who
had
not
been
exposed
(Bouchard
et
al.
2010)3.
Wasserman
et
al.
(2006)
studied
an
area
in
which
80%
of
the
wells
in
the
study
area
had
Mn
levels
over
400
µg/L,
with
the
average
concentration
being
795
µg/L.
Children
exposed
to
the
contaminated
drinking
water
in
this
area
had
significantly
lower
Full-‐Scale,
Performance,
and
Verbal
raw
scores
on
the
Wechsler
Intelligence
Scale
for
Children.
A
separate
study
analyzing
the
effects
on
IQ
found
that,
with
a
median
water
concentration
of
Mn
of
34
µg/L,
there
was
a
significant
negative
association
between
IQ
and
exposure
to
Mn
(Bouchard
et
al.
2011).
He
et
al.
(1994)
tested
neurobehavioral
behaviors
of
92
children
aged
11-‐13
who
lived
in
an
area
with
high
levels
of
Mn
in
sewage
irrigation
and
a
control
area.
The
area
with
sewage
irrigation
had
significantly
higher
levels
of
Mn
in
the
drinking
water
during
the
study
period,
and
the
children
in
that
area
had
significantly
higher
concentrations
of
Mn
in
their
hair.
Mn
levels
in
hair
correlated
negatively
with
performance
on
a
number
of
neurobehavioral
tests.
The
concentrations
of
Mn
in
the
drinking
water
in
the
control
group
were
30-‐40
ug/L,
while
the
sewage
irrigation
group
had
levels
between
240-‐350
ug/L.
It
is
also
suggested
that
Mn
exposure
has
an
inverted
U-‐shaped
association
with
Mn
levels
and
blood
and
neurodevelopment,
suggesting
that
both
low
and
high
levels
can
be
detrimental
to
development
(Claus
Henn
et
al.
2010).
15. Manganese
Exposure
15
There
is
a
small
but
notable
body
of
literature
studying
the
effects
of
prenatal
exposure
to
Mn
in
drinking
water,
and
the
consequential
effects
on
the
neurodevelopment
of
the
child
through
early
childhood.
Gunier
et
al.
(2015)
and
Chung
et
al.
(2011)
enlisted
a
cohort
of
pregnant
women,
and
followed
their
children
as
they
grew
older
to
study
neurodevelopmental
effects.
Both
Gunier
et
al.
and
Chung
et
al.
found
that
there
were
significant
deficiencies
in
motor
development
related
to
exposure
to
water
Mn,,
and
while
Gunier
et
al.
found
additional
deficiencies
in
mental
development,
Chung
et
al.
did
not.
Also,
Gunier
et
al.
found
that
there
was
a
significant
relationship
between
prenatal
Mn
levels
and
6-‐month
mental
and
motor
development
for
children
born
to
mothers
with
low
concentrations
of
hemoglobin,
and
therefore
lower
iron
levels,
during
pregnancy.
Children
in
a
study
in
Bangladesh
were
found
to
be
significantly
more
likely
to
display
aggressive
behaviors
at
age
10
after
prenatal
Mn
exposure
from
drinking
water.
As
with
Gunier
et
al.’s
findings,
results
from
this
study
also
showed
that
there
was
a
tendency
for
lower
IQ
in
girls
who
were
born
to
mothers
with
low
iron
levels.
The
finding
that
prenatal
Mn
exposure
can
lead
to
behavioral
effects
in
childhood
is
supported
by
Ericson
et
al.
(2007)
who,
although
the
source
of
Mn
is
unknown,
found
that
there
is
an
association
between
Mn
deposits
in
tooth
enamel
and
behavioral
outcomes
in
childhood.
Levels
of
Mn
from
the
20th
week
of
pregnancy
were
significantly
and
positively
associated
with
measures
of
behavioral
disinhibition.
4.3
Risks
from
Metals
16. Manganese
Exposure
16
4.3.1
Lead
Lead
can
be
present
in
drinking
water
delivered
through
lead
pipes
or
pipes
joined
with
lead
solder
may
contain
lead.
Unlike
other
heavy
metals,
there
is
extensive
research
that
address
leads
adverse
health
effects
in
humans
and
early
life.
In
utero
exposure
to
lead
was
adversely
associated
with
cognitive
and
social
development
(Kim
2009,
Claus
Henn
2011,
WHO
2014).
There
is
no
known
level
of
lead
exposure
that
is
considered
safe
Young
children
in
particular
are
vulnerable
to
the
toxic
effects
of
lead
and
can
suffer
profound,
permanent
adverse
health
effects,
mainly
affecting
the
development
of
the
brain
and
nervous
system.
Pregnant
women
exposed
to
high
levels
of
lead
can
be
subject
to
miscarriage,
stillbirth,
premature
birth
and
low
birth
weight,
as
well
as
minor
malformations.
Young
children
are
specifically
vulnerable
because
they
absorb
4
-‐
5
times
as
much
ingested
lead
as
adults
from
a
given
source
(WHO,
2004).
Strong
evidence
suggests
that
lead
exposure
also
leads
to
subtle
neurological
effects,
developmental
delays,
and
behavioral
abnormalities
in
otherwise
normal-‐appearing
children.
(Schettler
et
al.
2000).
In
addition,
Wright
&
Baccarelli
(2009)
establish
that
co-‐exposure
to
Mn
and
lead
may
decrease
spontaneous
motor
activity
and
learning
ability
in
rats
as
compared
with
exposure
to
only
one
of
these
metals,
which
may
cause
damage
to
brain
development
during
pre-‐
and
post-‐natal
life.
4.3.2.
Arsenic
Arsenic
is
naturally
present
at
high
levels
in
groundwater
of
numerous
countries.
There
has
been
a
number
of
research
done
on
Arsenic
showing
that,
17. Manganese
Exposure
17
water
contaminated
with
high
levels
of
Arsenic
and
used
for
drinking,
food
preparation
and
irrigation
of
food
crops
poses
a
great
threat
to
public
health.
Arsenic
exposure
affects
almost
every
organ
system
in
the
body
including
the
brain.
Still,
there
is
limited
studies
on
the
effect
of
exposure
in
early
life.
In
lab
animals,
it
has
been
found
that
high
exposure
of
Arsenic
causes
malformations.
In
addition,
some
studies
suggest
that
arsenic
exposure
may
lead
to
spontaneous
abortion
and
stillbirth
and
may
affect
neurological
development,
particularly
the
development
of
hearing
(Schettler
et
al.
2000).
Drinking
water
is
one
of
the
main
pathways
of
arsenic
ingestion.
It
has
been
well
established
that
arsenic
exposure
negatively
correlates
with
neurodevelopment.
Studies
have
found
that
lowered
IQ
is
one
of
the
most
commonly
reported
significant
effect
(Tyler
&
Allan,
2014).
Results
of
meta-‐analysis
show
that
for
every
50%
increase
in
arsenic
levels,
there
could
be
a
0.5
decrease
in
the
IQ
of
children
aged
5-‐15
years
(Rodríguez-‐Barranco
et
al.
2013).
4.3.3.Trichloroethylene
(TCE)
There
is
a
wide
body
of
evidence
suggesting
connections
between
exposure
to
TCE
contamination
of
drinking
water
during
pregnancy
and
the
development
of
congenital
heart
defects
(Forand
et
al.
2011,
Watson
et
al.
2005).
In
a
study
in
Endicott,
New
York,
which
experienced
a
massive
chemical
spill
in
1979,
that
contaminated
the
drinking
water
supply
with
TCE,
44
children
that
lived
in
the
area
of
analysis
were
born
with
at
least
one
birth
defect
between
1983
and
2000,
including
cardiac
birth
defects.
The
increase
in
cardiac
defects
in
children
was
significant.
(Forand
et
al.
2011).
18. Manganese
Exposure
18
Additionally,
there
is
a
building
body
of
evidence
that
prenatal
exposure
to
TCE
impairs
neurodevelopment,
and
it
has
been
studied
well
in
rodents.
Noland-‐
Gerbec
et
al.
described
altered
brain
chemistry
in
the
offspring
of
rats
exposed
to
TCE
during
pregnancy,
and
another
study
found
that
prenatal
exposure
to
TCE
caused
increased
exploratory
and
locomotive
behaviors
in
rats
(Taylor,
et
al.
1985).
A
similar
study
found
that
maternal
ingestion
of
TCE
through
drinking
water
during
pregnancy
resulted
in
altered
social
behaviors,
particularly
autism-‐like
social
behaviors
and
increased
aggression
in
male
mice
(Blossom
2008).
In
humans,
exposures
to
TCE
in
water
during
pregnancy
have
been
linked
to
developmental
impacts
in
children.
In
1979,
4,100
gallons
of
1,1,1,-‐TCE
spilled
at
a
manufacturing
facility
in
Endicott,
New
York.
The
next
year,
groundwater
samples
revealed
a
large
amount
of
contamination
of
both
TCE
and
tetrachloroethylene,
along
with
a
number
of
other
volatile
organic
contaminants
in
addition
to
contaminants
from
previous
spills
and
incidents.
Populations
were
exposed
to
the
contamination
through
soil
vapor
intrusion
(SVI),
where
volatized
contaminants
rose
through
air
pockets
in
soil
into
nearby
building
structures.
It
was
found
that
women
living
in
areas
with
risk
of
exposure
to
TCE
from
SVI
experienced
low
birth
weight
(LBW)
or
were
small
for
gestational
age
(SGA),
possibly
as
a
result
of
growth
restriction
in
utero.
Similar
results
of
LBW
were
found
in
northern
New
Jersey
and
Tuscon,
Arizona,
both
of
which
also
had
groundwater
contaminated
with
TCE
(Bove
et
al.
1995,
Rodenbeck
et
al.
2000).
In
addition,
SGA
was
significantly
more
prevalent
in
a
retrospective
study
of
Woburn,
Massachusetts,
when
mothers
had
been
exposed
to
TCE
contaminated
drinking
water
(MDPH,
CDC,
and
MHRI
1996).
19. Manganese
Exposure
19
Analysis
of
the
public
drinking
water
contamination
in
New
Jersey
also
correlated
prenatal
trichloroethylene
exposure
with
a
number
of
adverse
effects
including
defects
in
the
central
nervous
system
and
neural
tube
development,
and
oral
clefts
(Bove
et
al.
1995).
There
is
still
limited
information
on
the
effects
of
TCE
exposure
during
pregnancy
on
neurological
development.
4.3.4Cadmium
Cadmium
is
a
scarce
element,
but
is
seventh
in
the
Agency
for
Toxic
Substances
and
Disease
Registry’s
list
of
elements
that
create
the
most
significant
risks
for
human
health
and
the
environment.
In
addition
to
its
neurological
impairment,
cadmium
is
toxic
to
the
digestive
system,
kidneys,
lungs
and
liver.
Only
four
studies
have
been
undertaken
to
study
the
neurodevelopmental
effects
of
cadmium
exposure
in
utero
(Cao
et
al.
2009,
Tian
et
al.
2009,
Wright
et
al.
2006,
Torrente
et
al.
2005).
Only
one
of
the
studies
(Tian
et
al.
2009)
found
significant
results;
they
found
that
children
with
higher
blood
levels
of
cadmium
at
birth
scored
lower
on
Full-‐Score
and
Performance
IQ
tests
at
four
years
of
age.
Both
Bao
et
al.
(2009)
and
Yousef
et
al.
(2011)
studied
the
behavioral
effects
of
prenatal
exposure,
but
only
Bao
et
al.
found
that
children
with
higher
levels
of
cadmium
in
their
hair
experienced
more
social
and
attention
problems.
Yousef
et
al.
found
that
there
was
no
significant
relationship
between
cadmium
exposure
and
ADHD.
The
information
on
cadmium
exposure
and
its
neurological
effects
is
conflicting
and
extremely
limited,
leaving
a
wide
gap
in
the
knowledge
of
understanding
the
effects
of
metals
on
neurological
development.
20. Manganese
Exposure
20
4.3.5.
Co
exposure
Co-‐exposure
to
multiple
neurotoxins
may
increase
their
toxicity,
but
few
studies
have
investigated
the
interactions
between
multiple
metals.
There
have
been
a
handful
of
studies
analyzing
the
interactions
between
lead
and
Mn,
all
of
which
conclude
that
the
combined
neurological
effects
are
greater
than
the
effects
a
single
exposure
would
cause.
It
is
important
to
acknowledge
the
potential
for
adverse
outcomes
from
co-‐exposure
during
early
childhood
because
of
the
particularly
vulnerable
developmental
periods.
Lead
and
Mn
co-‐exposure
may
cause
a
significant
risk
as
increased
levels
of
Mn
in
the
brain
may
cause
the
brain
to
produce
lead-‐binding
proteins,
increasing
the
exposure
to
lead.
Animal
studies
have
shown
that
co-‐exposure
to
Mn
and
lead
may
decrease
spontaneous
motor
activity
and
learning
ability
more
compared
with
exposure
to
only
one
of
these
metals,
which
may
impair
both
pre-‐
and
post-‐natal
neurodevelopment.
(Wright
2009)
Kim
et
al.
(2009)
found
an
association
between
co-‐exposure
to
lead
and
Mn
and
intelligence
in
school-‐aged
children.
Findings
indicated
that
in
utero
co-‐
exposure
to
environmental
Mn
and
lead
were
adversely
related
to
neurodevelopment
in
2
year-‐old
children,
and
reported
significant
negative
associations
between
lead
and
Mn
levels
and
full-‐scale
and
verbal
IQ.
These
results
are
similar
to
those
found
by
Henn
et
al.
(2008),
who
observed
that
joint
exposure
to
both
lead
and
Mn
were
correlated
with
mental
and
psychomotor
deficits.
These
were
higher
than
the
estimated
deficits
for
individual
lead
or
Mn
exposure.
5.
Discussion
21. Manganese
Exposure
21
The
body
of
literature
on
Mn
exposure
through
drinking
water
reveals
many
things
about
what
we
do
and
do
not
know.
We
know
that
there
are
associated
neurological
deficiencies
and
behavioral
changes
that
can
arise
from
possibly
even
low
level
exposures.
While
these
findings
are
important,
and
can
be
applied
to
public
policy
to
better
protect
pregnant
women
and
young
children,
they
also
shine
a
light
on
the
gaping
holes
in
the
research
that
need
to
be
addressed
for
us
to
better
understand
the
true
neurodevelopmental
impacts
associated
with
Mn
exposure.
The
results
from
these
studies
found
negative
impacts
associated
with
the
exposure
of
children
to
Mn,
but
they
all
had
different
methods
of
doing
so.
Different
neurological
tests
were
administered,
different
levels
of
exposures
were
measured,
and
different
biomarkers
were
used.
Consequently,
these
studies
have
found
a
slew
of
different
impacts,
ranging
in
type
and
severity.
The
lack
of
a
consistent
biomarker
is
another
factor
that
needs
to
be
addressed
to
better
understand
the
complex
issue
of
Mn
exposure.
Many
studies
that
have
been
conducted,
and
that
are
discussed
here,
use
hair
or
blood
to
measure
exposures.
These
biomarkers
are
highly
variable
and,
ultimately,
may
not
be
an
accurate
reflection
of
Mn
exposures.
Tooth
dentine
shows
a
great
amount
of
promise
to
overcome
the
shortcomings
of
biomarkers,
but
the
evidence
of
its
use
and
effectiveness
is
extremely
limited.
The
lack
of
a
consistent
and
accurate
biomarker
is
a
possible
contributor
to
why
there
are
still
no
concrete
answers
to
the
effects
of
prenatal
Mn
exposure.
There
is
an
incredibly
limited
amount
of
research
done
on
the
effects
of
drinking
water
Mn
concentrations
on
prenatal
and
early
childhood
22. Manganese
Exposure
22
neurodevelopment.
The
scientific
community
has,
in
multiple
papers,
acknowledged
that
this
is
an
extremely
vulnerable
population
and
an
area
of
research
that
needs
to
be
addressed.
Based
on
the
conclusions
that
children
are
incredibly
vulnerable
during
rapid
stages
of
prenatal
development,
and
that
Mn
is
a
commonly
known
toxicant
that
is
known
to
have
significant
negative
effects
in
school-‐age
children,
it
leads
one
to
believe
that
there
is
a
notable
risk
for
prenatal
Mn
exposure,
particularly
through
drinking
water.
Despite
this,
there
is
not
a
significant
body
of
research
to
support
this
line
of
thinking.
It
was
also
found
that
there
are
significant
negative
effects
associated
with
prenatal
exposures
to
other
metals.
Lead
is
well
established
in
this
sense,
and
there
is
a
lot
of
evidence
finding
that
there
are
significant
and
extremely
harmful
effects
from
prenatal
exposures
to
lead.
Arsenic,
Cadmium,
and
Trichloroethylene
are
all
also
acknowledged
as
being
extremely
toxic,
but
their
effects
on
prenatal
development
are
less
established.
Cadmium
is
best
associated
with
attention
disorders,
and
Arsenic
has
been
found
to
produce
lower
IQ,
and
TCE
is
linked
to
congenital
heart
defects
and
low
birth
weight.
Coexposures
can
cause
an
even
more
significant
effect
than
individual
exposures,
and
draws
attention
to
the
fact
that
there
are
a
large
amount
of
metals
and
chemicals
that
likely
have
negative
impacts
on
prenatal
or
early
childhood
development,
but
are
not
yet
understood.
Based
on
these
findings,
and
on
the
fact
that
neurodevelopmental
deficits
can
occur
from
such
low
exposures
to
metals,
particularly
Mn,
it
is
clear
that
the
measures
set
out
by
the
United
States
government
are
not
enough
to
adequately
protect
the
public.
Although
there
is
a
health
advisory
for
Mn,
it
is
not
considered
to
23. Manganese
Exposure
23
be
enough
of
a
risk
for
the
EPA
to
make
an
enforceable
limit
on
it.
The
WHO
has
a
tighter
guideline
for
an
acceptable
level
of
exposure
to
Mn
from
drinking
water
than
the
EPA
does,
and
the
exposures
in
a
number
of
the
studies
that
caused
significant
negative
cognitive
defects
in
children
occurred
from
exposures
that
were
even
lower
than
either
of
these
guidelines.
The
guidelines
for
Mn
have
not
been
updated
since
2004,
and
need
to
be
re-‐evaluated,
taking
into
account
this
new
research,
and
initiating
further
research
to
more
fully
understand
the
health
risks
that
are
faced
by
children
through
such
high
exposures
to
Mn.
6.
Conclusions
In
the
United
States,
approximately
6%
of
domestic
household
wells
have
Mn
concentrations
exceeding
300
µg
Mn/L,
which
is
the
current
EPA
lifetime
health
advisory
level
(Wasserman
et
al.
2006).
In
New
England,
45%
of
wells
for
public
use
have
Mn
concentrations
greater
than
30
µg/L.
According
to
a
2009
report
by
the
U.S.
Geological
Survey,
approximately
5%
of
domestic
household
wells
in
the
United
States
have
Mn
concentrations
greater
than
300
µg/L.
(U.S.
Geological
Survey
2009).
This
indicates
that
some
children
in
the
U.S.
are
at
risk
for
Mn-‐induced
neurotoxicity
due
to
drinking
water
exposure.
Too
much
exposure
can
cause
Mn
to
accumulate
in
the
brain,
in
particular
the
central
nervous
system,
leading
to
neurological
damage
and
long-‐term
effects.
Mn
retention
is
higher
in
infants
than
in
adults
meaning
Infants
and
young
children
face
higher
risks
from
exposure
to
heavy
metals
than
adults
due
to
underdeveloped
homeostasis
system
that
limit
the
absorption
of
Mn
ingested.
The
time
at
which
the
24. Manganese
Exposure
24
child
is
exposed
to
the
metal
has
been
shown
to
be
equally
important
as
the
level
of
exposure
(Andra
et
al.
2015).
Our
current
health-‐based
guideline
value
for
Mn
of
400
µg/L
in
drinking
water
is
based
partly
on
debatable
assumptions.
This
value
for
drinking
water
may
be
low
enough
to
protect
adolescents
and
adults,
but
not
younger
children.
Biomarkers
are
used
to
measure
to
estimate
external
exposure
levels
in
the
body,
to
date,
blood,
hair,
urine,
and
dentine
from
primary
teeth
have
been
used.
They’ve
contributed
to
our
increasing
body
of
knowledge
about
Mn
neurotoxicity.
However,
blood,
urine,
and
hair
have
been
found
to
be
unreliable
or
not
ideal
biomarkers.
They
fail
to
provide
exposure
timing,
levels
of
cumulative
exposure,
and
lack
the
potential
to
provide
information
on
the
specific
source
(Andra
et
al.
2015).
New
research
is
emerging
using
dentine
as
an
ideal
biomarker
to
measure
Mn
exposure,
and
it
is
showing
great
promise.
Dentine
reflects
direct
exposure
to
Mn
and
there
is
no
known
instability
in
tooth
mineralization.
There
is
a
growing
body
of
research
showing
an
association
between
Mn
exposure
and
its
neurological
effects
on
children.
Further
research
needs
to
be
done
on
optimum
biomarker
such
as
dentine,
measuring
exposure
limits
to
set
new
guidelines
to
protect
the
public
and
children
from
the
long
terms
effects
of
Mn
exposure.
25. Manganese
Exposure
25
References
Andra,
S.
S.,
Austin,
C.,
Wright,
R.
O.,
&
Arora,
M.
(2015).
Reconstructing
pre-‐natal
and
early
childhood
exposure
to
multi-‐class
organic
chemicals
using
teeth:
Towards
a
retrospective
temporal
exposome.
Environment
international,
83,
137-‐145.
Apostoli,
P.,
Lucchini,
R.,
&
Alessio,
L.
(2000).
Are
current
biomarkers
suitable
for
the
assessment
of
manganese
exposure
in
individual
workers?.
American
journal
of
industrial
medicine,
37(3),
283-‐290.
Arora,
M.,
Hare,
D.,
Austin,
C.,
Smith,
D.
R.,
&
Doble,
P.
(2011).
Spatial
distribution
of
manganese
in
enamel
and
coronal
dentine
of
human
primary
teeth.
Science
of
the
Total
Environment,
409(7),
1315-‐1319.
Bao,
Q.
S.,
Lu,
C.
Y.,
Song,
H.,
Wang,
M.,
Ling,
W.,
Chen,
W.
Q.,
...
&
Rao,
S.
(2009).
Behavioural
development
of
school-‐aged
children
who
live
around
a
multi-‐metal
sulphide
mine
in
Guangdong
province,
China:
a
cross-‐sectional
study.
BMC
Public
Health,
9(1),
217.
Bouchard,
M.
F.,
Sauvé,
S.,
Barbeau,
B.,
Legrand,
M.,
Brodeur,
M.
È.,
Bouffard,
T.,
...
&
Mergler,
D.
(2010).
Intellectual
impairment
in
school-‐age
children
exposed
to
manganese
from
drinking
water.
Environmental
health
perspectives,
119(1),
138-‐143.
Blossom,
S.
J.,
Doss,
J.
C.,
Hennings,
L.
J.,
Jernigan,
S.,
Melnyk,
S.,
&
James,
S.
J.
(2008).
Developmental
exposure
to
trichloroethylene
promotes
CD4+
T
cell
differentiation
and
hyperactivity
in
association
with
oxidative
stress
and
neurobehavioral
deficits
in
MRL+/+
mice.
Toxicology
and
applied
pharmacology,
231(3),
344-‐353.
Bove,
F.
J.,
Fulcomer,
M.
C.,
Klotz,
J.
B.,
Esmart,
J.,
Dufficy,
E.
M.,
&
Savrin,
J.
E.
(1995).
Public
drinking
water
contamination
and
birth
outcomes.American
Journal
of
Epidemiology,
141(9),
850-‐862.
Cao,
Y.,
Chen,
A.,
Radcliffe,
J.,
Dietrich,
K.
N.,
Jones,
R.
L.,
Caldwell,
K.,
&
Rogan,
W.
J.
(2009).
Postnatal
cadmium
exposure,
neurodevelopment,
and
blood
pressure
in
children
at
2,
5,
and
7
years
of
age.
Environ
Health
Perspect,
117(10),
1580-‐1586.
Chung,
S.
E.,
Park,
H.,
Chang,
N.
S.,
Oh,
S.
Y.,
Cheong,
H.
K.,
Ha,
E.
H.,
...
&
Hong,
Y.
C.
(2011).
Effect
of
in
utero
exposure
to
manganese
on
the
neurodevelopment
of
the
infant.
Epidemiology,
22(1),
S70.
Droz
P.
1993.
Pharmacokinetic
modeling
as
a
tool
for
biological
monitoring.
Int
Arch
Occup
Environ
Health
65:S53±S59.
Ericson,
J.
E.,
Crinella,
F.
M.,
Clarke-‐Stewart,
K.
A.,
Allhusen,
V.
D.,
Chan,
T.,
&
Robertson,
R.
T.
(2007).
Prenatal
manganese
levels
linked
to
childhood
behavioral
disinhibition.
Neurotoxicology
and
teratology,
29(2),
181-‐187.
26. Manganese
Exposure
26
Erikson, K. M., Thompson, K., Aschner, J., & Aschner, M. (2007). Manganese
neurotoxicity: a focus on the neonate. Pharmacology & therapeutics, 113(2), 369-
377.
Forand,
S.
P.,
Lewis-‐Michl,
E.
L.,
&
Gomez,
M.
I.
(2011).
Adverse
birth
outcomes
and
maternal
exposure
to
trichloroethylene
and
tetrachloroethylene
through
soil
vapor
intrusion
in
New
York
State.
Environmental
health
perspectives,
120(4),
616-‐621.
Gunier,
R.
B.,
Bradman,
A.,
Jerrett,
M.,
Smith,
D.
R.,
Harley,
K.
G.,
Austin,
C.,
...
&
Eskenazi,
B.
(2013).
Determinants
of
manganese
in
prenatal
dentin
of
shed
teeth
from
CHAMACOS
children
living
in
an
agricultural
community.
Environmental
science
&
technology,
47(19),
11249-‐11257
Greger,
J.
L.
(1998).
Nutrition
versus
toxicology
of
manganese
in
humans:
evaluation
of
potential
biomarkers.
Neurotoxicology,
20(2-‐3),
205-‐212.
He,
P.,
Liu,
D.
H.,
&
Zhang,
G.
Q.
(1994).
[Effects
of
high-‐level-‐manganese
sewage
irrigation
on
children's
neurobehavior].
Zhonghua
yu
fang
yi
xue
za
zhi
[Chinese
journal
of
preventive
medicine],
28(4),
216-‐218.
Henn,
B.
C.,
Ettinger,
A.
S.,
Schwartz,
J.,
Téllez-‐Rojo,
M.
M.,
Lamadrid-‐Figueroa,
H.,
Hernández-‐Avila,
M.,
...
&
Wright,
R.
O.
(2010).
Early
postnatal
blood
manganese
levels
and
children’s
neurodevelopment.
Epidemiology
(Cambridge,
Mass.),
21(4),
433.
Henn,
B.
C.,
Schnaas,
L.,
Lamadrid-‐Figueroa,
H.,
Hernández-‐Avila,
M.,
Hu,
H.,
Téllez-‐Rojo,
M.
M.,
...
&
Wright,
R.
O.
(2011).
Associations
of
early
childhood
manganese
and
lead
coexposure
with
neurodevelopment.
Kim,
Y.,
Kim,
B.
N.,
Hong,
Y.
C.,
Shin,
M.
S.,
Yoo,
H.
J.,
Kim,
J.
W.,
...
&
Cho,
S.
C.
(2009).
Co-‐
exposure
to
environmental
lead
and
manganese
affects
the
intelligence
of
school-‐
aged
children.
Neurotoxicology,
30(4),
564-‐571.
Ljung,
K.,
&
Vahter,
M.
(2007).
Time
to
re-‐evaluate
the
guideline
value
for
manganese
in
drinking
water?.
Environmental
health
perspectives,
1533-‐1538.
Lönnerdal B. (1994). Manganese nutrition of infants. In: Klimis-Tavantzis DJ, editor.
Manganese in Health and Disease. Boca Raton, FL: CRC Press. pp. 176–191.
MDPH
(Massachusetts
Department
of
Public
Health),
CDC
(Centers
for
Disease
Control
and
Prevention),
and
MHRI
(Massachusetts
Health
Research
Institute).
1996.
Final
Report
of
the
Woburn
Environmental
and
Birth
Study.
Cambridge,
MA:Massachusetts
Department
of
Public
Health.
Noland-‐Gerbec,
E.
A.,
Pfohl,
R.
J.,
Taylor,
D.
H.,
&
Bull,
R.
J.
(1985).
2-‐Deoxyglucose
uptake
in
the
developing
rat
brain
upon
pre-‐and
postnatal
exposure
to
trichloroethylene.
Neurotoxicology,
7(3),
157-‐164.
27. Manganese
Exposure
27
Rahman,
S.
M.
(2015).
Elevated
drinking
water
manganese
and
fetal
and
child
health
and
development.
Rodenbeck
SE,
Sanderson
LM,
Rene
A.
2000.
Maternal
expo-‐
sure
to
trichloroethylene
in
drinking
water
and
birth-‐
weight
outcomes.
Arch
Environ
Health
55(3):188–194.
Rodríguez-‐Barranco,
M.,
Lacasaña,
M.,
Aguilar-‐Garduño,
C.,
Alguacil,
J.,
Gil,
F.,
González-‐
Alzaga,
B.,
&
Rojas-‐García,
A.
(2013).
Association
of
arsenic,
cadmium
and
manganese
exposure
with
neurodevelopment
and
behavioural
disorders
in
children:
a
systematic
review
and
meta-‐analysis.Science
of
the
total
environment,
454,
562-‐577.
Sanders,
A.
P.,
Henn,
B.
C.,
&
Wright,
R.
O.
(2015).
Perinatal
and
Childhood
Exposure
to
Cadmium,
Manganese,
and
Metal
Mixtures
and
Effects
on
Cognition
and
Behavior:
A
Review
of
Recent
Literature.
Current
environmental
health
reports,
2(3),
284-‐294.
Santamaria,
A.
B.
(2008).
Manganese
exposure,
essentiality
&
toxicity.
Indian
Journal
of
Medical
Research,
128(4),
484.
Schettler,
T.,
Solomon,
G.,
&
Valenti,
M.
(2000).
Generations
at
risk:
reproductive
health
and
the
environment.
MIT
Press.
Pg.
51-‐52
Taylor,
D.
H.,
Lagory,
K.
E.,
Zaccaro,
D.
J.,
Pfohl,
R.
J.,
&
Laurie,
R.
D.
(1985).
Effect
of
trichloroethylene
on
the
exploratory
and
locomotor
activity
of
rats
exposed
during
development.
Science
of
the
Total
Environment,
47,
415-‐420.
Tian,
L.
L.,
Zhao,
Y.
C.,
Wang,
X.
C.,
Gu,
J.
L.,
Sun,
Z.
J.,
Zhang,
Y.
L.,
&
Wang,
J.
X.
(2009).
Effects
of
gestational
cadmium
exposure
on
pregnancy
outcome
and
development
in
the
offspring
at
age
4.5
years.
Biological
trace
element
research,
132(1-‐3),
51-‐59.
Torrente,
M.,
Colomina,
M.
T.,
&
Domingo,
J.
L.
(2005).
Metal
concentrations
in
hair
and
cognitive
assessment
in
an
adolescent
population.Biological
trace
element
research,
104(3),
215-‐221.
Tyler,
C.
R.,
&
Allan,
A.
M.
(2014).
The
effects
of
arsenic
exposure
on
neurological
and
cognitive
dysfunction
in
human
and
rodent
studies:
a
review.
Current
environmental
health
reports,
1(2),
132-‐147.
U.S.
EPA.
2004.
Drinking
Water
Health
Advisory
for
Manganese.
U.S.
Environmental
Protection
Agency,
Office
of
Water,
Washington,
DC.
January,
2004
(EPA-‐822-‐R-‐04-‐
003).
Wasserman,
G.
A.,
Liu,
X.,
Parvez,
F.,
Ahsan,
H.,
Levy,
D.,
Factor-‐Litvak,
P.,
...
&
Cheng,
Z.
(2006).
Water
manganese
exposure
and
children's
intellectual
function
in
Araihazar,
Bangladesh.
Environmental
health
perspectives,
124-‐129.
28. Manganese
Exposure
28
WHO.
2004.
Manganese
in
Drinking
Water
-‐
Background
Document
for
Development
of
WHO
Guidelines
for
Drinking
Water
Quality.
In
World
Health
Organization:
Geneva.
WHO.
2011.
Manganese
in
Drinking
Water
-‐
Background
Document
for
Development
of
WHO
Guidelines
for
Drinking
Water
Quality,
In
World
Health
Organization:
Geneva.
World
Health
Organization
(WHO),
Lead
poisoning
and
health,
Fact
sheet
N°379,
(October
2014),
available
at:
http://www.who.int/mediacentre/factsheets/fs379/en/
Wright,
R.
O.,
Amarasiriwardena,
C.,
Woolf,
A.
D.,
Jim,
R.,
&
Bellinger,
D.
C.
(2006).
Neuropsychological
correlates
of
hair
arsenic,
manganese,
and
cadmium
levels
in
school-‐age
children
residing
near
a
hazardous
waste
site.Neurotoxicology,
27(2),
210-‐216.
Wright,
R.
O.,
&
Baccarelli,
A.
(2007).
Metals
and
neurotoxicology.
The
Journal
of
nutrition,
137(12),
2809-‐2813.
Yousef,
S.,
Adem,
A.,
Zoubeidi,
T.,
Kosanovic,
M.,
Mabrouk,
A.
A.,
&
Eapen,
V.
(2011).
Attention
deficit
hyperactivity
disorder
and
environmental
toxic
metal
exposure
in
the
United
Arab
Emirates.
Journal
of
tropical
pediatrics,
57(6),
457-‐460.
Yu,
X.
D.,
Zhang,
J.,
Yan,
C.
H.,
&
Shen,
X.
M.
(2014).
Prenatal
exposure
to
manganese
at
environment
relevant
level
and
neonatal
neurobehavioral
development.
Environmental
research,
133,
232-‐238.
Zhang,
G.,
Liu,
D.,
&
He,
P.
(1995).
[Effects
of
manganese
on
learning
abilities
in
school
children].
Zhonghua
yu
fang
yi
xue
za
zhi
[Chinese
journal
of
preventive
medicine],
29(3),
156-‐158.