210
R.P.
Smith
et
al.
/
Maturitas
74 (2013) 208–
212
Based
on
the
substantial
heterogeneity
within
these
studies,
the
evidence
for
seasonal
variation
of
androgens
can
only
be
character-
ized
as
inconsistent
at
this
time.
3.
Seasonal
variations
in
testosterone:
influence
of
light
exposure,
melatonin
and
sleep–wake
cycles
Seasonal
changes
in
the
duration
of
the
light–dark
cycle
are
known
to
cause
variations
in
the
activity
of
human
neuroendocrine
systems.
Light
exposure
and
its
potential
impact
on
reproductive
hormone
variability
was
recently
evaluted
in
a
series
of
men
from
the
Arctic
Circle.
Ruhayel
et
al.
[28]
examined
how
extremes
of
temperature
and
light–dark
cycles
might
influence
these
hormone
fluctuations.
The
authors
reported
on
two
cohorts
of
Norwegian
men
divided
by
those
living
north
(Tromsø)
and
south
(Oslo)
of
the
Arctic
circle
to
maximize
variations
in
photoperiod
and
tem-
perature.
These
205
men
underwent
serial
blood
measurements
over
a
12-month
period
including
during
the
study
period
daylight
maximum
and
minimum.
Serum
concentrations
of
FSH,
LH,
TT,
E2,
SHBG,
and
urinary
excretion
of
the
major
melatonin
metabolite,
6-sulfatoxymelatonin
(aMT6s)
were
assessed.
aMT6s
levels
were
evaluated
based
on
the
association
of
melatonin
with
sleep–wake
cycles
and
circadian
rhythm
[28]
.
Both
locations
demonstrated
declining
LH
levels
during
the
early
winter;
however,
seasonal
variation
of
LH
was
only
signi±-
cant
in
Tromsø.
The
seasonal
variation
of
TT
concentrations
was
signi±cant
in
Oslo,
but
not
in
Tromsø,
and
neither
location
showed
signi±cant
seasonal
variation
of
FT
levels
[28]
.
One
would
have
expected
that
seasonal
patterns
in
sex
hormones,
if
influenced
by
photoperiod
and
temperature,
would
have
been
most
apparent
in
this
population
where
climatic
influences
are
signi±cantly
diver-
gent.
However,
aside
from
LH,
patterns
of
change
in
other
sex
steroids
were
non-seasonal,
possibly
due
to
confounding
factors
such
as
lifestyle
and
variation
in
genetic
backgrounds
[28]
.
As
a
correlate
to
fluctuations
in
photoperiod,
Svartberg
et
al.
[7,24]
hypothesized
that
changes
in
sleep
patterns
could
also
have
influenced
the
discrepancy
between
the
presence
of
androgen
vari-
ation
in
their
original
Norwegian
study
in
comparison
to
their
San
Diego
study.
Phase
shifts
in
hormone
secretion
have
been
shown
to
be
causally
related
to
concomitant
shifts
in
the
onset
of
sleep;
how-
ever,
in
the
study
by
Ruhayel
et
al.,
which
did
not
show
signi±cant
variation
in
T,
the
recorded
sleep
duration
did
not
differ
between
summer
and
winter
amongst
the
groups
[28]
.
The
authors
could
not
exclude
its
influence,
however.
Given
the
central
regulation
of
melatonin
and
its
effect
on
light–dark
cycles
and
sleep,
Svartberg,
Ruhayel
and
oth-
ers
have
postulated
that
melatonin
may
likewise
influence
the
hypothalamic–pituitary–testicular
(HPT)
axis
[7,23,28,29]
.
Mela-
tonin
secretion
and
subsequent
urinary
excretion
of
aMT6s
has
been
shown
to
correspond
to
changes
in
the
light–dark
cycle
and
sleep
patterns
[28,30]
.
In
the
prior
study
by
Ruhayel
et
al.
[28]
,
sea-
sonal
changes
in
T
concentration
exhibited
signi±cant
correlation
with
the
changes
in
excretion
of
aMT6s,
a
melatonin
by-product;
however,
this
correlation
was
only
seen
in
the
Oslo
population.
Conversely,
seasonal
changes
in
LH
concentration
demonstrated
signi±cant
correlation
with
the
changes
in
aMT6s
in
Tromsø
alone.
Urinary
aMT6s
concentrations
were
lowest
during
early
summer
in
both
locations
indicating
possible
suppression
due
to
longer
day-
light
exposure.
The
correlations
between
changes
in
T
and
LH
and
excretion
of
aMT6s,
although
signi±cant,
differed
in
the
two
loca-
tions
indicating
this
relationship
was
likely
circumstantial
[28]
.
Martikainen
and
Huhtaniemi
[23,30]
similarly
examined
the
associations
between
melatonin
and
gonadotropins
in
a
popula-
tion
of
24
men.
The
participants
were
followed
over
a
period
of
13
months
in
northern
Finland,
where
day
length
is
22
h
in
the
summer
and
3.5
h
in
the
winter.
Serum
melatonin
levels
showed
two
annual
peaks
in
December
and
May
with
a
nadir
in
August.
The
melatonin
peak
in
May
was
associated
with
signi±cant
increases
in
LH.
The
authors
found
no
signi±cant
differences
in
FSH,
LH,
or
T
levels
between
individual
months
leading
them
to
conclude
that
extreme
seasonal
changes
in
daylight
do
not
play
an
obvious
role
in
the
regulation
of
testicular
androgens
[23,31]
.
The
lack
of
consistent
variation
in
the
levels
of
T
and
LH
in
these
studies
weakens
the
argu-
ment
for
a
substantial
relationship
between
melatonin
secretion,
sleep,
and
variations
in
sex
hormones.
4.
Seasonal
variations
in
testosterone:
the
role
of
the
hypothalamic–pituitary–testicular
axis
and
vitamin
D
Several
investigators
have
sought
to
determine
the
interre-
lationship
between
hormones
of
the
HPT
axis,
vitamin
D,
and
seasonality.
A
recent,
randomized,
placebo-controlled
trial
by
Pilz
et
al.
suggested
that
vitamin
D
may
increase
the
production
of
T
in
men
[32]
.
Additional
studies
have
previously
given
scienti±c
support
to
the
relationship
between
vitamin
D
and
reproductive
hormones
[33,34]
.
In
the
European
Male
Aging
Study,
a
cross-
sectional
survey
of
3369
men
was
performed
with
T,
E2,
DHT,
LH,
FSH,
SHBG,
and
vitamin
D
levels
assayed
[35]
.
FT
levels
were
lower
and
LH
levels
were
higher
in
men
with
vitamin
D
de±ciency.
Vita-
min
D
was
positively
associated
with
TT
and
FT
and
negatively
with
E2
and
LH.
After
adjustments
were
made
for
potential
health
and
lifestyle
confounders,
no
statistically
signi±cant
associations
were
found
between
vitamin
D
and
individual
sex
hormones.
Notably,
seasonal
variation
was
seen
only
for
Vitamin
D
[35]
.
Despite
a
lack
of
a
correlation
in
seasonal
patterns,
reinforcement
of
a
relationship
between
vitamin
D
and
androgens
has
important
clinical
implica-
tions
as
both
vitamin
D
de±ciency
and
hypogonadism
have
been
associated
with
morbidity
and
mortality
[36,37]
.
A
cross-sectional
study
by
Wehr
et
al.
examined
vitamin
D,
T,
and
SHBG
levels
in
2299
men
referred
for
coronary
angiography
[38]
.
Men
with
suf±cient
vitamin
D
levels
had
statistically
signif-
icant
higher
levels
of
T
compared
with
vitamin
D
de±cient
men.
When
adjusting
for
confounders,
a
signi±cant
association
remained
between
vitamin
D
and
T.
In
contrast
to
the
study
by
Lee
[35]
,
T
showed
a
seasonal
pattern
with
a
nadir
in
March
and
a
peak
in
August.
Wehr
et
al.
concluded
that
androgen
levels
and
vitamin
D
levels
are
associated
in
men
and
reveal
concordant
seasonal
vari-
ation.
The
population
examined,
however,
was
restricted
to
older
men
with
atherosclerosis
and,
therefore,
the
data
could
not
be
gen-
eralized
[38]
.
A
population-based
study
was
therefore
needed
to
con±rm
the
seasonal
patterns
in
vitamin
D
and
T
seen
in
the
Wehr
study.
Nimptsch
and
colleagues
investigated
a
population
of
1362
men,
aged
40–75,
from
the
Health
Professionals
Follow-up
Study
[39]
.
This
included
assays
of
Vitamin
D,
T,
and
FT.
Vitamin
D
was
posi-
tively
associated
with
TT
and
FT
levels;
however,
unlike
for
vitamin
D,
the
authors
did
not
observe
any
seasonal
variation
of
T
con-
centrations
[39]
.
While
the
association
of
vitamin
D
with
T
levels
appears
founded,
these
studies
lend
further
uncertainty
as
to
the
evidence
for
seasonal
patterns
of
T.
5.
Seasonal
variations
in
testosterone:
lifestyle
influences?
The
potential
exists
that
seasonal
changes
in
androgens
may
be
due
to
other
factors
that
vary
during
the
year.
For
instance,
physical
activity
increases
signi±cantly
during
the
summer
months
[40,41]
,
and
exercise
has
been
shown
to
be
a
potent
stimulus
for
the
pro-
duction
of
T
[42]
.
A
study
examining
seasonal
variation
in
waist
circumference
and
BMI
found
both
to
be
greater
in
winter
than
in
summer
months
[43]
.
One
may
postulate
that
seasonal
changes
in