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Effects of Environmental Stress and Gender on Associations among Symptoms of Depression and the Serotonin Transporter Gene Linked Polymorphic Region (5-HTTLPR)

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The short (s) variant of the serotonin transporter (5-HTT) gene linked functional polymorphic region (5-HTTLPR) is associated with depression. Stressful life events, gender, and race have been shown to moderate this association. We examined the relationship between 5-HTTLPR genotype and symptoms of depression in two samples. Study 1 = 288 participants from a study of caregiver stress; and Study 2 = 142 participants from a study examining psychosocial stressors, genetics, and health. Main effects of 5-HTTLPR on symptoms of depression were examined, along with moderation by stress (caregiving status or low childhood socioeconomic status (SES), gender, and race. The 5-HTTLPR x stress group x gender interaction was significant in both samples (P < 0.003, and P < 0.008, respectively). For females, the s allele, combined with caregiving stress (Study 1) or low childhood SES (Study 2), was associated with higher depression scores as compared to participants in the non-stressor group and those with the long (l) allele; whereas, in males, the l allele, combined with a stressor, was associated with higher depression scores as compared to those in the non-stressor group and those with the s allele. Findings from two independent samples suggest that the association of 5-HTTLPR with depression varies according to gender and stressful life events.
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Effects of Environmental Stress and Gender on Associations
among Symptoms of Depression and the Serotonin Transporter
Gene Linked Polymorphic Region (5-HTTLPR)
Beverly H. Brummett,
Department of Psychiatry and Behavioral Medicine, Duke University Medical Center, Box 2969,
Durham, NC 27710, USA, brummett@acpub.duke.edu
Stephen H. Boyle,
Department of Psychiatry and Behavioral Medicine, Duke University Medical Center, Box 2969,
Durham, NC 27710, USA
Ilene C. Siegler,
Department of Psychiatry and Behavioral Medicine, Duke University Medical Center, Box 2969,
Durham, NC 27710, USA
Cynthia M. Kuhn,
Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, NC,
USA
Allison Ashley-Koch,
Center for Human Genetics, Duke University Medical Center, Durham, NC, USA
Charles R. Jonassaint,
Department of Psychology, Duke University, Durham, USA
Stephan Züchner,
Miami Institute of Human Genomics, University of Miami Miller School of Medicine, Miami, Fl, USA
Ann Collins, and
Center for Human Genetics, Duke University Medical Center, Durham, NC, USA
Redford B. Williams
Department of Psychiatry and Behavioral Medicine, Duke University Medical Center, Box 2969,
Durham, NC 27710, USA
Abstract
The short (s) variant of the serotonin transporter (5-HTT) gene linked functional polymorphic region
(5-HTTLPR) is associated with depression. Stressful life events, gender, and race have been shown
to moderate this association. We examined the relationship between 5-HTTLPR genotype and
symptoms of depression in two samples. Study 1 = 288 participants from a study of caregiver stress;
and Study 2 = 142 participants from a study examining psychosocial stressors, genetics, and health.
Main effects of 5-HTTLPR on symptoms of depression were examined, along with moderation by
stress (care-giving status or low childhood socioeconomic status (SES), gender, and race. The 5-
HTTLPR × stress group × gender interaction was significant in both samples (P < 0.003, and P <
0.008, respectively). For females, the s allele, combined with caregiving stress (Study 1) or low
© Springer Science+Business Media, LLC 2007
Correspondence to: Beverly H. Brummett.
NIH Public Access
Author Manuscript
Behav Genet. Author manuscript; available in PMC 2009 November 16.
Published in final edited form as:
Behav Genet. 2008 January ; 38(1): 34–43. doi:10.1007/s10519-007-9172-1.
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childhood SES (Study 2), was associated with higher depression scores as compared to participants
in the non-stressor group and those with the long (l) allele; whereas, in males, the l allele, combined
with a stressor, was associated with higher depression scores as compared to those in the non-stressor
group and those with the s allele. Findings from two independent samples suggest that the association
of 5-HTTLPR with depression varies according to gender and stressful life events.
Keywords
5-HTTLPR; Depressive Symptoms; Caregiving; Socioeconomic Status; Race; Gender difference
Introduction
Serotonergic neurotransmission is a substantial modulator of emotional behavior (Whitaker-
Azmitia and Peroutka 1990); thus genes involved in serotonergic transmission have received
considerable attention with respect to their relation to personality traits and affective
disturbances. During the past decade a growing number of studies have examined the
association between allelic variation in the serotonin transporter (5-HTT) gene linked
functional polymorphic region (5-HTTLPR) and personality traits related to depression,
anxiety, and hostility. The results of these studies have been mixed, with some studies
demonstrating an association between allelic variation and negative traits e.g., (Gelertner et al.
1998; Greenberg et al. 2000; Hamer et al. 1999; Lesch et al. 1996), and others reporting no
association e.g., (Gustavsson et al. 1999; Jorm et al. 1998).
One noted reason for varied findings concerns the stress-diathesis model. This theory suggests
that an underlying predisposition exists for certain disorders/diseases, but the presence of an
environmental stressor may be necessary in order for the disorder to manifest itself.
Accordingly, failure to consider gene by environment interactions may lead to the erroneous
conclusion that an effect is not present. The work of Caspi and Moffitt (Caspi et al. 2003;
Moffitt et al. 2005) has illustrated this point with findings indicating that allelic variation in
the functional polymorphism 5-HTTLPR interacts with stressful life events to predict the
occurrence of depression. Specifically, carriers of the less transcriptionally efficient 5-
HTTLPR short (s) allele had increased rates of major depression as a function of increased
numbers of varied past life stressors. Others have replicated this interaction by examination of
environmental stressors such as unemployment (Grabe et al. 2005) and low socio-economic
status (SES) (Manuck et al. 2004).
Gender should also be considered when examining the genetic effects of 5-HTTLPR on
psychological outcomes (Du et al. 2000). At present it is difficult to draw conclusions about
the effects of gender with respect to associations among personality traits, affective disorders,
and 5-HTTLPR because the consideration of gender has varied markedly across studies. Some
have failed to specifically address gender differences—e.g., gender was modeled as a covariate,
the participants were predominately or exclusively male or female, or there was no
consideration of potential gender effects (Deary et al. 1999; Gonda et al. 2005; Hamer et al.
1999; Jacobs et al. 2006; Lesch et al. 1996; Nakamura et al. 1997). The results have been
inconsistent among studies that have examined potential gender differences. In three instances
(Ball et al. 1997; Gelertner et al. 1998; Greenberg et al. 2000) no significant effects for gender
were found when examining the association between NEO-PI scores and the 5-HTTLPR
genotype; however, one study did report that higher Harm Avoidance was associated with the
5-HTTLPR s allele in males, whereas, the s allele was associated with lower scores for females.
Du et al. (2000) reported a positive association between neuroticism and the presence of short
(s) alleles, but only for males. Conversely, in two different adult samples, anxiety was
significantly lower among males with the s variant of 5-HTTLPR, whereas, no such association
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was demonstrated in females (Flory et al. 1999). Furthermore, other findings indicate that the
5-HTTLPR genotype may interact with both gender and environmental stress with respect to
psychological out-comes (Grabe et al. 2005, Sjoberg et al. 2006).
Race is yet another characteristic that must be taken into account when examining the effects
of genes on personality traits and psychiatric disorders (Gelernter et al. 1999). Gelertner et al.
(1998) reported that Caucasians with the 5-HTTLPR s allele had higher scores on neuroticism
compared to those with the l/l genotype, whereas the opposite pattern of findings was reported
for African Americans. Results from samples of Polish (Samochowiec et al. 2001) and Japanese
individuals (Katsuragi et al. 1999) suggest that the 5-HTTLPR s allele is associated with higher
scores on harm avoidance. Conversely, no association was found in Finnish (Mazzanti et al.
1998), Israeli (Ebstein et al. 1997), and Japanese (Nakamura et al. 1997) samples. Finally,
increased anxiety has been significantly related to the 5-HTTLPR s allele in a Swedish study
(Melke et al. 2001), while results from an Australian study (Jorm et al. 1998) did not show this
association.
Related work from our lab has examined whether the functional polymorphism 5-HTTLPR is
associated with CNS serotonin turnover—as indexed by cerebrospinal fluid levels of 5-
hydroxyindoleacetic acid (5-HIAA) (Williams et al. 2003). A significant race by genotype
interaction was found, indicating homozygosity for the 5-HTTLPR s allele is associated with
higher CSF 5-HIAA levels in African Americans, but with lower levels in Caucasians. In
addition, a significant gender by genotype interaction indicated that the 5-HTTLPR s/s
genotype is associated with higher 5-HIAA levels in women, but with lower levels in men.
These findings suggest that effects of the 5-HTTLPR polymorphism on CNS serotonergic
function varies as a function of race and gender, further indicating that, as highlighted above,
race and gender should be taken into account in research evaluating effects of 5-HTTLPR on
behavioral functions that are regulated by CNS serotonergic function. We are aware of only
one study that has included gender as a potential moderator of the interaction between 5-
HTTLPR and stress as predictors of depressive symptoms (Sjoberg et al. 2006). Findings from
their sample of boys and girls aged 16–19, indicated that females homozygous for the 5-
HTTLPR s allele, in conjunction with childhood stress, were more likely to develop depression
as compared to girls with no such history, or the presence of the long (l) allele. Moreover, their
results also suggested that males with the s allele and traumatic backgrounds are protected from
depression.
In the present paper, we examined the association of 5-HTTLPR genotype with depressive
symptoms in the following two independent samples: (1) Study 1: participants who were
caregivers of a relative with Alzheimer’s Disease or other major dementia and non-caregiver
controls, and (2) Study 2: participants of varying childhood SES as indexed by father’s
educational background. Consistent findings demonstrate that the burden associated with
providing care for a loved one suffering from dementia is considerable (Schulz et al. 1995),
and has been associated with a number of negative health outcomes (Baumgarten et al.
1992), including worse ratings of physical health, significant decreases in cellular immunity
(Kiecolt-Glaser et al. 1991), higher levels of triglycerides (Vitaliano et al. 1995), and increased
rates of early mortality, (Schulz and Beach 1999). We have also previously shown, in
participants from Study 1, that caregiving is associated with increased symptoms of depression,
poorer sleep quality, and increased glucose, as compared to non-caregivers (Brummett et al.
2006, 2005).
The stressor examined in Study 2 pertains to the negative impact of adversity during childhood.
Because the risk of poor health is cumulative, starting during childhood and ultimately resulting
in disease during adulthood (Power et al. 1999), consideration of factors that occur throughout
the lifecourse is important. Low SES during childhood is a stressor that has been associated
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with poor health, e.g., depression, substance abuse, and early mortality (Bergstrom et al.
1996; Garner 1997; Shilling et al. 2007). Moreover, there is evidence to suggest that father’s
educational level is an index of childhood SES that predicts cardiovascular mortality and
ischemic heart disease, independently of adult SES (Strand and Kunst 2006).
Thus, based on the research summarized above we examined two different major chronic
environmental stressors—caregiving and low childhood SES—along with gender and race, as
potentially important moderators of the association between 5-HTTLPR and depressive
symptoms. We hypothesized that depressive symptoms would be associated with 5-HTTLPR
genotype, with effects magnified by the stress of caregiving and by low childhood SES as
represented by father’s education level.
Methods
Sample
Study 1—Individuals were recruited to be part of a study designed to examine the underlying
genetic, biological, and behavioral mechanisms whereby stressful social and physical
environments lead to health outcomes. Persons who were the primary caregiver for a relative
with Alzheimer’s Disease or other major dementia were included as participants who were
living in a stressful life situation. Controls were identified by asking each caregiver to nominate
two to five friends who live in their neighborhood and are like them with respect to key
demographic factors (e.g., race and gender). The study was conducted at Duke University
Medical Center, and all subjects gave informed consent prior to their participation in the study
using a form approved by the Duke University Medical Center Institutional Review Board.
Subjects enrolled in the study received $250 for their participation. Individuals who were
experiencing any acute major medical/psychiatric disorder were excluded, resulting in the
exclusion of one individual who experienced a severe psychiatric problem. A questionnaire
battery was given to participants during a home visit by a study nurse. The questionnaire battery
was returned during the same week upon their visit to the General Clinical Research Center at
Duke University Medical Center, during which they received a physical examination and blood
was drawn for assessment of biological parameters. The full study sample consisted of 344
participants. A total of 17 individuals did not have valid data for 5-HTTLPR. In addition, 39
individuals who reported taking an antidepressant were excluded from analyses, resulting in
288 (142 caregivers and 146 non-caregiving controls) participants who had complete data for
each of the primary constructs (genotype, depressive symptoms, gender, and race). The final
sample consisted of 215 (74.7%) females, 203 (70.5%) Caucasians, and the mean (SD) age in
years was 58.3 (14.7).
Study 2—Participants were recruited to be part of a study designed to examine the moderating
effects of genetic, behavioral, and environmental mechanisms on health disparities. The study
was conducted at Duke University Medical Center, and all subjects gave informed consent
prior to their participation in the study using a form approved by the Duke University Medical
Center Institutional Review Board. Participants enrolled in the study received $500 for their
participation. This protocol required that participants be in good current health because of the
study procedures, see (Williams et al. 2001, 2003), therefore all participants underwent a
comprehensive psychological examination, as well as medical history, physical exam,
electrocardiogram, chest radiograph, hemoglobin, hematocrit, white cell count, and blood
chemistries to rule out current psychiatric and medical disorders. Use of any prescription drugs
as well as use of illegal drugs (as detected by a urine screen prior to entry into study) were
grounds for exclusion. On day one of the study a questionnaire battery was given to participants
and blood was drawn for assessment of biological parameters. The full study sample consisted
of 165 participants. A total of 20 individuals did not have valid data for father’s educational
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background and 3 individuals did not have valid data for 5-HTTLPR, resulting in 142
participants who had complete data for each of the primary constructs (genotype, depressive
symptoms, race, and gender). The sample was comprised of 64 (45.1%) females, 67 (47.2%)
Caucasians, and the mean (SD) age in years was 34.0 (8.8).
In summary, both samples consisted of community volunteers who were free of acute medical
and psychiatric disorders. In addition, race and gender were not significantly related to levels
of depression in either study. However, as expected, there was a significant effect of stress
group (caregiving and father’s education level) with respect to depression scores such that the
caregivers in study 1, and those with lower levels of father’s education in study 2, had higher
levels of depressive symptoms (P’s < 0.01).
Measures
Demographic—Gender and race (African American or Caucasian, based on self-report) were
each coded as dichotomous variables. In Study 1, the stressor of caregiving status was coded
as a dichotomous variable. In Study 2 childhood SES was determined by the participant’s
father’s level of education coded in years (mean = 12.9, SD 4.0, range 2–21).
Genotyping—To determine HTTLPR genotypes, DNA was extracted from whole blood
according to established protocols (Vance 1998). Polymerase chain reaction amplification to
generate a 484- or 528-base pair fragment corresponding to the s and l 5-HTTLPR alleles,
respectively, was performed using forward primer GCGTTGCCGCTCTGAATGC and reverse
primer 6FAM-GAGGGACTGAGCTGGACAACCAC. Reaction conditions were 1X PCR
buffer; 1X Q-solution (Qiagen), 0.2 mM dNTPs, 2 mM MgCl2 (total concentration including
from buffer); 20 ng/µl of each primer and a total of 10 ng of DNA in a 10 µl reaction. Cycling
conditions were 94°C for 3 min; 5 cycles of 94°C for 30 s, 70°C for 30 s, and 72°C for 1 min;
and 30 cycles of 94°C for 30 s, 55°C for 30 s, and 72°C for 1 min. The labeled products were
separated on poly-acrylamide gels, which were scanned to detect the fluorescent products. Data
was analyzed using Bioimage software (Genomic Solutions). Pooled samples, ladders,
duplicates and CEPH DNA were all used to ensure quality genotyping.
Table 1 provides the distribution of 5-HTTLPR allele frequency by gender and by race for both
studies. Studies 1 and 2 were examined for Hardy Weinberg Equlibrium (HWE). Both study
samples did deviate somewhat from HWE (Study 1, P < 0.01; Study 2, P < 0.03). However,
the frequencies of allele distributions in African Americans as compared to Caucasians likely
accounts for the deviation. Confirming this notion is the fact that when we examined HWE
within groups of African Americans and Caucasians the results were consistent with HWE.
Due to an expected relation between depression and 5-HTTLPR allele frequency, a deviation
of HWE in cases might be predicted. In the present samples HWE was tested in cases and
controls combined and because HWE was demonstrated when races where analyzed
independently this issue was not examined further.
Symptoms of depression
Study 1—The Center for Epidemiologic Studies Depression Scale (CES-D) (Radloff 1977)
is a widely used 20-item self-report scale designed to measure depressive symptom-atology
(i.e., depressive affect, well-being, somatic complaints, and interpersonal concerns) in a general
population. Items are scored on a 4-point scale, with the total score ranging between 0 and 60.
Higher scores represent depressive responses, and a score of 16 or greater is generally
considered suggestive of a depressive disorder.
Study 2—The 40-item Obvious Depression scale (OBD) (Wiener 1948) from the Minnesota
Multiphasic Personality Inventory was used to assess symptoms of depression (MMPI)
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(Dahlstrom et al. 1960). The OBD is a measure of depressive symptoms (e.g., I am blue most
of the time) that is more appropriate for non-clinical samples than the widely known D scale.
Analytic plan
Multiple linear regression analyses were used to examine the hypotheses that allelic variation
in 5-HTTLPR is related to symptoms of depression, and that the effect will be moderated by
the stressor of caregiving (caregiver versus control) or low father’s education (years of
education). Initially for each study, 3-way interaction terms (i.e., gender × stressor status ×
allele status; and race × stressor status × allele status), along with all appropriate univariate
and 2-way product terms, were examined as predictors of symptoms of depression (CES-D or
OBD). Next, models were trimmed by removing any non-significant 3-way, and associated
non-significant 2-way interaction terms. Age and race were controlled in all models.
Results
The race × stressor (caregiver status or father’s education) × 5-HTTLPR interaction term was
non-significant in both studies. However, the gender × stressor status × 5-HTTLPR interaction
was significant in both Study 1 and in Study 2 (P < 0.003, and P < 0.008, respectively). Figure
1 and Figure 2 depict the form of the interaction effects. In Study 1 and Study 2, among females
the s allele was associated with increased symptoms of depression for those who were in the
higher stress condition, as compared to those who possessed the l allele or were in the low
stress condition. In contrast, for males in both studies, presence of the l allele was associated
with increased symptoms of depression for those who were in the higher stress condition, as
compared to those who possessed the s allele or were in the low stress condition. In marked
contrast to those exposed to high stress conditions, whether currently or during childhood, there
was little impact of 5-HTTLPR genotype on depressive symptoms among both males and
females with low stress exposure levels.
In Study 1, the mean score for female caregivers homozygous for the s allele was in the clinical
range for depressive symptoms (i.e., 17.8); and was almost 1 standard deviation higher than
the mean score for all other females in the study combined; Cohen’s (Cohen 1988) d = 0.78.
Similarly, male caregivers homozygous for the l allele had CES-D ratings that were just below
the clinical range (i.e., 15.9), and the mean CES-D score for this group was greater than 1
standard deviation higher than all other males in the study (Cohen’s d = 0.94). For female
caregivers, genotype accounted for 4% of the variance in CES-D scores; and for male
caregivers, genotype accounted for 13.2% of the variance in CES-D scores.
Likewise, in Study 2, homozygous s/s females whose father’s education level was below 12
years had scores on the obvious depression scale that were almost 1 standard deviation higher
than that of all other females in the study (Cohen’s d = 0.84). This same pattern held for
homozygous l/l males who reported a low level of father’s education (Cohen’s d = 0.94). Within
females whose father’s education level was below 12 years, genotype accounted for 7.0% of
the variance in OBD scores; and for males whose father’s education was low, genotype
accounted for 26.3% of the variance in OBD scores.
Discussion
The current findings from two independent samples suggest that gender has a strong influence
on the association among 5-HTTLPR frequency, chronic environmental stress and depressive
symptoms in non-patient populations. Specifically, our study suggests that in females the 5-
HTTLPR genotype associated with less transcriptional activity (s/s) may increase an
individual’s susceptibility to depression under stressful life conditions, whereas the genotype
associated with increased activity (l/l) may do so in males. While the interaction between 5-
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HTTLPR genotype and stress to predict depression has been documented previously e.g.,
(Caspi et al. 2003; Grabe et al. 2005; Manuck et al. 2004; Moffitt et al. 2005), the role of gender
has received scant attention. Effects of stress to increase the impact of 5-HTTLPR genotype
on depressive symptoms are strong in both studies—effects sizes (d), 0.78–0.94—whether the
exposure to stressful life circumstances is current (being a caregiver in Study 1) or in the past
(low father’s education in Study 2).
This study expands upon a growing literature showing that 5-HTTLPR genotype can have an
opposite effect on behavioral characteristics in men and women. In a sample of 128 females,
participants carrying the s allele had significantly higher ratings on a measure of subthreshold
depression, as compared with those who carried the ll genotype (Gonda et al. 2005). Although
not present in males, Eley et al. (2004) found a significant 5-HTTLPR × environmental stress
interaction in females such that the proportion of depressed subjects who were carrying the s
allele, coupled with high environmental stress, was higher than the proportion of non-s allele
carriers and those with low environmental stress. Flory et al. have shown that anxiety was
significantly lower among males with the short variant of 5-HTTLPR, whereas, no association
was present in females (Flory et al. 1999). Likewise, in prior work on another sample we found
that men, but not women, with the s variant of the 5-HTTLPR reported lower Anxiety
(Brummett et al. 2003). In another study of 374 females, stressful life events interacted with
the 5-HTTLPR genotype to predict symptoms of depression such that those with the s allele
had significantly higher depression ratings, as compared to those with the l allele (Jacobs et al.
2006). Similarly, in a predominately female sample, lower expressing 5-HTTLPR alleles were
associated with increased severity of major depression in those with moderate to severely
stressful life events (Zalsman et al. 2006b). Additionally, results from a general population
study indicate that for females, but not males, the s allele was associated with perceived mental
and physical distress in unemployed participants as compared to those who were employed
(Grabe et al. 2005). Finally, in a sample of 81 boys and 119 girls, Sjoberg et al. (2006) found
results strikingly similar to those of the present study. Specifically, their findings suggest that
females homozygous for the 5-HTTLPR s allele, in conjunction with the stressor of family
conflict, are more likely to develop depression than girls with no family conflict, or the presence
of the l allele; whereas, for males the s allele in conjunction with a traumatic background serves
to protect an individual from depression. Thus, a similar pattern of gender X 5-HTTLPR X
environmental stress effects on depression, and/or perceived stress, has now been demonstrated
in 4 independent samples. The present results do, however, contrast with those of Caspi et al.
(2003) who have shown in a sample of both males and females, that the s allele interacts with
environmental stress to increase probability of depression later in life.
Females have higher rates of depression than males (Piccinelli and Wilkinson 2000) and a
number of findings suggest that sex differences in serotonergic function may contribute to the
enhanced risk in women. Selective serotonin re-uptake inhibitors (SSRI) efficacy is higher in
females than in males (Kornstein et al. 2000), and conversely, the emergence of depressive
symptoms after tryptophan depletion is significantly greater in women (Booji et al. 2002;
Moreno et al. 2006). One meta analysis has even suggested that tryptophan depletion causes
depressive symptoms only in women (Jans et al. 2007). The specific sex differences in
serotonergic function which contribute to vulnerability to depressive symptoms are not clear,
although there are some plausible candidates. Rates of central nervous system (CNS) serotonin
synthesis are approximately 50% higher in males than in females (Nishizawa et al. 1997). Our
studies and others (Jonsson et al. 2000; Williams et al. 2003) have shown that CSF 5 HIAA is
higher in women than in men, although this could reflect either enhanced serotonin neuron
firing or enhanced metabolism. Both 5-HT1A and 5-HT2 receptor density is lower in the brains
of women than men (Biver et al. 1996; Costes et al. 2005), although such a difference could
reflect either lower receptor expression or lower serotonin release to compete with radioligand
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for binding. How these characteristics combine to produce serotonergic “vulnerability” that
leads to depression is not clear, but the consistency of the sex differences is suggestive.
The initial findings of Lesch et al. (1996), that polymorphisms in the serotonin transporter may
be associated with normal variation in personality traits, has prompted an exciting area of
research. One ongoing controversy about the mechanism by which the 5-HTTLPR influences
behavior is the relative importance of neurodevelopmental effects that influence the
development of serotonergic circuitry for current transporter expression. Reports vary from
the s/s genotype exhibiting more (van Dyck et al. 2004), less (Heinz et al. 2000) or no difference
(Shioe et al. 2003; Willeit et al. 2001) from s/l or l/l genotypes in serotonin transporter binding.
A pair of exciting recent studies from one research group have particular relevance for the
present study. In the first study, they confirmed their previous finding that overall 5-HTTLPR
genotype is not associated with serotonin transporter expression in human brain, even when
considering the recent triallelic categorization of genotypes (Parsey et al. 2006). However, this
same laboratory reported a strong association between the low-expressing 5-HTTLPR
genotype and increased vulnerability to depression in persons experiencing high levels of
stressful life events. (Zalsman et al. 2006a). Although they did not report a sex difference in
this association, 71% of their depressed subjects were female and this association was detected
with patients describing either early life and current stress, as in the present study. It is tempting
to speculate the neurodevelopmental events as well as transporter expression may play a critical
role in the association we report here among sex, stressful life events and depression
vulnerability.
Studies of ovarian steroid modulation of serotonergic function in non-human primate brain
further support the existence of functionally important sex differences in females that could
influence the emergence of depressive symptoms. In female Macaques, estrogen
administration has been shown to decrease mRNA levels of the 5-HT1A autoreceptor,
monoamine oxidase A and the 5-HTT and increase mRNA of tryptophan hydroxylase in dorsal
raphe and hypothalamic nuclei (Bethea et al. 2002; Gundlah et al. 2002; Pecins-Thompson and
Bethea 1999) Using protein levels to index expression, estrogen treatment was found to
increase tryptophan hydroxylase 2 and 5-HTT expression and decrease 5-HT1A and 5-HT2
receptor expression (Lu and Bethea 2002; Smith et al. 2004). While more research will be
required to fully understand effects of ovarian steroids on serotonergic functions, there are
clearly effects on serotonin synthesis, its removal from the synapse, its metabolism and also
its stimulation of pre and postsynaptic receptor populations that strongly support a role for
ovarian steroids in regulating almost every gene, its mRNA and protein that controls
extracellular serotonin.
Research in rodent models also has documented sex differences in the effects of variation in
serotonin transporter function on serotonergic function that could influence the emergence of
depressive symptoms. In serotonin transporter knockout mice, the 5-HT1A autoreceptor is
desensitized more extensively in females than males (Bouali et al. 2003; Li et al. 2000).
Similarly, in 5-HT1B knockout mice, females exhibit greater disinhibition of serotonin release
which manifests as less depressive behavior than 5-HT1B knockout males. These findings
suggest that the presynaptic 5-HT1A and 5-HT1B autorecpetors contribute differentially more
to regulation of extracellular serotonin in intact females than in intact males.
Finally it is important to consider the possibility that sex differences in effects of 5-HTTLPR
interactions with stress on depression could reflect sex differences in stress reactivity that affect
serotonergic function. In humans, an extensive literature supports the contribution of early life
stressors to the development of depression, an association that is particularly strong in women
who have been sexually or physically abused (Heim et al. 2004). Similarly, female macaques
who carry the 5-HTTLPR s allele and who have been exposed to early adversity (peer rearing)
Brummett et al. Page 8
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exhibit lower cortisol responses to stress, a pattern that has been associated with certain stress-
related neuropsychiatric disorders (Barr et al. 2004). More research will be required to
determine how these mechanisms might account for the opposite effects of the 5-HTTLPR s
allele on depressive symptoms that we observe in men vs. women exposed to stressful life
circumstances.
Several factors should be noted with respect to the present findings. In addition to moderation
by environmental stress, we hypothesized a main effect for 5-HTTLPR with respect to
depressive symptoms that was not supported in either study. This highlights the importance of
continued examination of potential moderators of genetic effects. Although a significant 3-
way interaction was observed with respect to gender × genotype × stressor, this finding resulted
under conditions of limited power. Importantly, our inability to detect a similar 3-way
interaction with respect to race may have been due to the fact that the present samples were
underpowered with regard to detection of potential race effects. Finally, it should be noted that
the allele frequencies differed somewhat between the two present studies, a factor that was
likely influenced by the differences in racial composition. Thus, these results are to be
interpreted with caution prior to replication in additional samples.
Recent research (Hu et al. 2006) has revealed the existence of a common single base
substitution (A G) within the 5-HTTLPR L allele, with the rarer (10–15% in Caucasians,
24% in African Americans) LG allele showing reduced transcriptional efficiency, comparable
to that of the S allele, while the LA allele is about twice as transcriptionally efficient as the S
or LG alleles. The presence of the less functional LG allele within the LL or LS subjects of our
study would dilute the effects of the more active LA allele, making it harder to find an
association between 5-HTTLPR genotype and depressive symptoms. It is likely, therefore, that
our findings represent a conservative estimate of the impact of 5-HTTLPR genotype on
depressive symptoms in persons exposed to stressful life circumstances.
The present study contributes to an emerging literature showing that the 5-HTTLPR genotype
and stress interact to affect depression vulnerability by demonstrating that this association is
moderated by gender. Our findings, in two independent samples, combine with those of Sjoberg
et al. (2006) to suggest that—whether the stressor is early in life or in adulthood—in women,
the 5-HTTLPR s/s genotype confers increased risk of depression following exposure to
stressful life circumstances, while in men the l/l genotype confers increased risk. It will be
important to pursue this finding by exploring the relative importance of current versus
developmental contributions of 5-HTTLPR genotype.
The present findings may inform efforts to develop more effective approaches to prevention
and treatment. Kaufman et al. (2004) reported, for example, that the presence of positive social
support reduces the risk of depression in maltreated children with the 5-HTTLPR s/s genotype.
The current findings suggest that, to maximize the chances for success, a clinical trial to test
the efficacy of an intervention that increases social support in preventing depression in persons
exposed to stress should target women with the s/s genotype and men with the l/l genotype.
Acknowledgments
This research was financially supported by the National Institute on Aging, with co-funding by National Institute of
Environmental Health Sciences and National Institute of Mental Health grant R01AG19605; by the Clinical Research
Unit grant M01RR30; by the National Heart Lung and Blood Institute grant 5P01 HL036587; and by the Duke
Behavioral Medicine Research Center.
Brummett et al. Page 9
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Fig. 1.
Study 1: environmental stressor (caregivers vs. non-caregivers) × 5-HTTLPR × gender:
symptoms of depression (CES-D; mean ± S.E.); n = 288
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Fig. 2.
Study 2: environmental stressor (childhood SES graphically depicted as father’s education <12
years vs. 12 years) × 5-HTTLPR × gender: symptoms of depression (obvious depression;
mean ± S.E.); n = 142
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Brummett et al. Page 16
Table 1
5-HTTLPR allele frequency distributions by gender and race for studies 1 & 2
Characteristic n, (%)*s/s s/l l/l
Study 1: n = 288
Male n = 73 (25.3%) 21 (28.8%) 25 (34.2%) 27 (37.0%)
Female n = 215 (74.7%) 41 (19.1%) 98 (45.6%) 76 (35.3%)
Caucasian n = 203 (70.5%) 48 (23.7%) 90 (44.3%) 65 (32.0%)
African American n = 85 (29.5%) 14 (16.5%) 33 (38.8%) 38 (44.7%)
Study 2: n = 142
Male n = 78 (54.9%) 8 (10.3%) 31 (39.7%) 39 (50.0%)
Female n = 64 (41.5%) 13 (20.3%) 17 (26.6%) 34 (53.1%)
Caucasian n = 67 (47.2%) 14 (20.9%) 27 (40.3%) 26 (38.8%)
African American n = 75 (52.8%) 7 (9.3%) 21 (28.0%) 47 (62.7%)
*Percentages columns 2–3 represent those for each row total
Note: Within group analyses of African Americans and Caucasians were consistent with HWE
Behav Genet. Author manuscript; available in PMC 2009 November 16.
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The risk of depression could be evaluated through its multifactorial nature using the polygenic score (PGS) approach. Assuming a “clinical continuum” hypothesis of mental diseases, a preliminary assessment of individuals with elevated risk for developing depression in a non-clinical group is of high relevance. In turn, epidemiological studies suggest including social/lifestyle factors together with PGS to address the “missing heritability” problem. We designed regression models, which included PGS using 27 SNPs and social/lifestyle factors to explain individual differences in depression levels in high-education students from the Volga–Ural region (VUR) of Eurasia. Since issues related to population stratification in PGS scores may lead to imprecise variant effect estimates, we aimed to examine a sensitivity of PGS calculated on summary statistics of depression and neuroticism GWAS from Western Europeans to assess individual proneness to depression levels in the examined sample of Eastern Europeans. A depression score was assessed using the revised version of the Beck Depression Inventory (BDI) in 1065 young adults (age 18–25 years, 79% women, Eastern European ancestry). The models based on weighted PGS demonstrated higher sensitivity to evaluate depression level in the full dataset, explaining up to 2.4% of the variance (p = 3.42 × 10−7); the addition of social parameters enhanced the strength of the model (adjusted r2 = 15%, p < 2.2 × 10−16). A higher effect was observed in models based on weighted PGS in the women group, explaining up to 3.9% (p = 6.03 × 10−9) of variance in depression level assuming a combined SNPs effect and 17% (p < 2.2 × 10−16)—with the addition of social factors in the model. We failed to estimate BDI-measured depression based on summary statistics from Western Europeans GWAS of clinical depression. Although regression models based on PGS from neuroticism (depression-related trait) GWAS in Europeans were associated with a depression level in our sample (adjusted r2 = 0.43%, p = 0.019—for unweighted model), the effect was mainly attributed to the inclusion of social/lifestyle factors as predictors in these models (adjusted r2 = 15%, p < 2.2 × 10−16—for unweighted model). In conclusion, constructed PGS models contribute to a proportion of interindividual variability in BDI-measured depression in high-education students, especially women, from the VUR of Eurasia. External factors, including the specificity of rearing in childhood, used as predictors, improve the predictive ability of these models. Implementation of ethnicity-specific effect estimates in such modeling is important for individual risk assessment.
... Our data indicate that all female patients perceived one or more stressors as triggers for MDD. This supports the hypothesis that women may be more sensitive to SLE than men; however, there is insufficient evidence regarding the type of SLE (interpersonal versus non-interpersonal) in the different sexes/ genders [7,52]. ...
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Women are more vulnerable to presenting with major depressive disorder (MDD) as they seem more sensitive to stressful life events (SLE). Few studies describe the effect of SLE on the development of avoidant/passive behavioral patterns (PBP) of MDD. Understanding the relationship between SLE and PBP is essential for the clinical management of MDD. Here, we aim (1) to describe and categorize the perceptions about SLE, emotional experience, and PBP in women with MDD and (2) to discuss the PBP according to evolutionary and behavioral processes. This mixed-method study, including qualitative and quantitative analyses, was nested in a clinical trial with 76 patients. We selected a sample of 18 female patients, randomized to behavioral activation therapy (BAT). In the first sessions, we interviewed the patients about SLE, emotional experience, and PBP perceived during their current depressive episode. The reports were submitted to content analysis and categorized under similar themes. We performed bivariate Spearman correlations to test the strenghts of associations between depressive symptoms (HAM-D), anxiety symptoms (BAI), disability (SDS), and cognitive distortions (CD-Quest). Results In our sample, the most frequent SLE were romantic relationship problems and family problems. The patients most reported emotional experiences were sadness, discouragement, and anxiety. The most common PBP categories were getting isolated, stopping doing activities, and ruminating. Conclusions Women frequently perceive interpersonal, family, and affective problems as triggers of depressive episodes. The most common passive patterns include isolation, stopping doing activities, and ruminations. The evolutionary functions of PBP are to keep the organism passive, avoiding energy expenditure, and risk exposure in the face of a chronically stressful environment with few opportunities for reward.
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This thesis examines the link between Post Traumatic Stress Disorder, depression, and coronary artery disease in Australian Vietnam veterans. It investigates this link using a syndemic framework with a meta-analysis, symptom cluster analysis, and gene association studies. The work concludes that inflammatory genes are likely mediators of the relationship between the disorders, with comorbid depression and coronary artery disease. This thesis furthers the link between psychological illnesses and cardiovascular diseases and contemplates the possibility that a syndemic process is at play in veterans leading to clustering of both disorders in this population because of the inflammatory consequences of trauma exposure.
... Enquanto o alelo menor está associado com a redução da atividade transcricional do gene, o maior mantém uma transcrição padrão (Smith et al., 2004). Em primatas, curiosamente, o alelo curto está associado com o fenótipo de depressão quando o indivíduo é exposto ao estresse, porém, o mesmo alelo é fator de proteção para depressão quando não exposto a um ambiente estressante, visto que mais indivíduos com o alelo longo tem depressão em um ambiente neutro (Brummett et al., 2008;Shattuck et al., 2014). Especificamente em humanos, alguns trabalhos têm sugerido evento de seleção positiva nesse alelo há quase 25 mil anos (Taub e Page 2016). ...
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Responses to early life adversity differ greatly across individuals. Elucidating which factors underlie this variation can help us better understand how to improve health trajectories. Here we used a case:control study of refugee and non-refugee youth, differentially exposed to war-related trauma, to investigate the effects of genetics and psychosocial environment on response to trauma. We investigated genetic variants in two genes (serotonin transporter, 5-HTT , and catechol-O-methyltransferase, COMT ) that have been implicated in response to trauma. We collected buccal samples and survey data from 417 Syrian refugee and 306 Jordanian non-refugee youth who were enrolled in a randomized controlled trial to evaluate a mental health-focused intervention. Measures of lifetime trauma exposure, resilience, and six mental health and psychosocial stress outcomes were collected at three time points: baseline, ~13 weeks, and ~48 weeks. We used multilevel models to identify gene x environment (GxE) interactions and direct effects of the genetic variants in association with the six outcome measures over time. We did not identify any interactions with trauma exposure, but we did identify GxE interactions with both genes and resilience; 1) individuals with high expression (HE) variants of 5-HTTLPR and high levels of resilience had the lowest levels of perceived stress and 2) individuals homozygous for the Val variant of COMT with high levels of resilience showed stable levels of post-traumatic stress symptoms. We also identified a direct protective effect of 5-HTTLPR HE homozygotes on perceived insecurity. Our results point to novel interactions between the protective effects of genetic variants and resilience, lending support to ideas of differential susceptibility and altered stress reactivity in a cohort of war-affected adolescents.
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Objective: Previous studies have suggested that genetic factors, personality traits and coping strategies might play both independent and interacting roles when influencing stress-related anxiety symptoms. The aim of this study was to examine whether Neuroticism and maladaptive coping strategies mediate the association between the serotonin transporter gene-linked polymorphic region (5HTT-LPR) and symptoms of anxiety and depression in elite athletes who experience high levels of competitive stress. Method: One hundred and thirty-three participants were genotyped for the 5-HTTLPR polymorphism and then asked to complete the Cope Orientation to Problems Experienced Inventory and the NEO Five-Factor Inventory. A path analysis was used to test this hypothesis. Results: The 5HTT-LPR was significantly associated with Neuroticism, the coping strategy of Focus on and Venting of Emotions' (FVE) and symptoms of anxiety. FVE and Neuroticism mediated the association between the 5HTT-LPR and symptoms of anxiety (i.e., Cognitive Anxiety and Emotional Arousal Control). Also, Neuroticism was a mediator of the association between the 5HTT-LPR and FVE. Finally, FVE also mediated effects on the relationship between Neuroticism and symptoms of anxiety. Conclusions: The 5HTT-LPR may affect the susceptibility to develop symptoms of anxiety in elite athletes indirectly through mediation by maladaptive coping strategies and Neuroticism.
... Moreover, the genotype that increases disease risk among those exposed to stress may differ as a function of race or sex. In the Brummett et al study 6 of 5HTTLPR×stress effects on depression levels, for example, any intervention aimed at reducing the adverse impact of 5HTTLPR genotype on depression levels in those exposed to high stress would be more likely to be successful if it targeted men with the 5HTTLPR long/ long genotype and women with the S/S genotype. ...
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Depression is the most common mental illness in the U.S. affecting nearly 40 million adults age 18 years and older. Depression has both genetic and environmental influences. In addition, women are more likely to be affected by depression than men. However, the relationship between genes and depression is complex and may be influenced by sex. Understanding the genetic basis of sex-specific differences for depression has the potential to lead to new biological understanding of the etiology of depression in females compared to males and to promote the development of novel and more effective pharmacotherapies. This review examines the role of sex in genetic associations with depression for both genome-wide association and candidate gene studies. While the genetic association signals of depression differ by sex, the role of sex in the heritability of depression is complex and warrants further investigation.
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Polymorphism of the 5-HTTLPR serotonin transporter gene is one of the best studied markers of the serotoninergic system. Scientific interest in investigating 5-HTTLPR polymorphism arises because many studies have demonstrated an association between the short allele (S) and the development of a number of mental disorders. Several studies have shown that different 5-HTTLPR alleles are associated with different patterns of brain bioelectrical activity in the resting state and on performance of test tasks. However, despite a quite large number of studies of this marker, the results often contradict each other. Possible causes of disagreement between results may be that the complex structure of the SLC6A4 gene is ignored, heterogeneity in cohorts, and the use of different methods. The aim of the present work was to conduct a literature review and use this to carry out a complex analysis of psychological, behavioral, genetic, and neurophysiological data to summarize the effects associated with 5-HTTLPR polymorphism and at least partly to explain the variability in the results obtained by different authors.
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Objective: The lower expressing allele of the serotonin transporter gene 5′ promoter region (5-HTTLPR) polymorphism is reported to be associated with susceptibility to depression and suicidality in response to stressful life events. The authors examined the relationship of a triallelic 5-HTTLPR polymorphism to stressful life events, severity of major depression, and suicidality. Method: Mood disorder subjects (N = 191) and healthy volunteers (N=125), all Caucasian subjects of European origin, were genotyped for the triallelic 5-HTT-LPR polymorphism (higher expressing allele: LA; lower expressing alleles: LG, S). All subjects underwent structured clinical interviews to determine DSM-IV diagnoses, ratings of psychopathology, stressful life events, developmental history, and suicidal behavior. CSF 5-HIAA was assayed in a subgroup of subjects. Results: Lower expressing alleles independently predicted greater depression severity and predicted greater severity of major depression with moderate to severe life events compared with the higher expressing LA allele. No associations with suicidal behavior and CSF 5-HIAA were found. Conclusions: Lower expressing transporter alleles, directly and by increasing the impact of stressful life events on severity, explain 31% of the variance in major depression severity. The biological phenotype responsible for these effects remains to be elucidated.
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The CES-D scale is a short self-report scale designed to measure depressive symptomatology in the general population. The items of the scale are symptoms associated with depression which have been used in previously validated longer scales. The new scale was tested in household interview surveys and in psychiatric settings. It was found to have very high internal consistency and adequate test- retest repeatability. Validity was established by pat terns of correlations with other self-report measures, by correlations with clinical ratings of depression, and by relationships with other variables which support its construct validity. Reliability, validity, and factor structure were similar across a wide variety of demographic characteristics in the general population samples tested. The scale should be a useful tool for epidemiologic studies of de pression.
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There is strong consensus that caring for an elderly individual with disability is burdensome and stressful to many family members and contributes to psychiatric morbidity. Researchers have also suggested that the combination of loss, prolonged distress, the physical demands of caregiving, and biological vulnerabilities of older caregivers may compromise their physiological functioning and increase their risk for physical health problems, leading to increased mortality. To examine the relationship between caregiving demands among older spousal caregivers and 4-year all-cause mortality, controlling for sociodemographic factors, prevalent clinical disease, and subclinical disease at baseline. Prospective population-based cohort study, from 1993 through 1998 with an average of 4.5 years of follow-up. Four US communities. A total of 392 caregivers and 427 noncaregivers aged 66 to 96 years who were living with their spouses. Four-year mortality, based on level of caregiving: (1) spouse not disabled; (2) spouse disabled and not helping; (3) spouse disabled and helping with no strain reported; or(4) spouse disabled and helping with mental or emotional strain reported. After 4 years of follow-up, 103 participants (12.6%) died. After adjusting for sociodemographic factors, prevalent disease, and subclinical cardiovascular disease, participants who were providing care and experiencing caregiver strain had mortality risks that were 63% higher than noncaregiving controls (relative risk [RR], 1.63; 95% confidence interval [CI], 1.00-2.65). Participants who were providing care but not experiencing strain (RR, 1.08; 95 % CI, 0.61-1.90) and those with a disabled spouse who were not providing care (RR, 1.37; 95% CI, 0.73-2.58) did not have elevated adjusted mortality rates relative to the noncaregiving controls. Our study suggests that being a caregiver who is experiencing mental or emotional strain is an independent risk factor for mortality among elderly spousal caregivers. Caregivers who report strain associated with caregiving are more likely to die than noncaregiving controls.