The Effects of Psychosocial Stress, Hormonal Contraceptives, Exercise, and Alcohol on Cortisol,...
-
Upload
matt-london -
Category
Documents
-
view
157 -
download
2
Transcript of The Effects of Psychosocial Stress, Hormonal Contraceptives, Exercise, and Alcohol on Cortisol,...
1
The Effects of Psychosocial Stress, Hormonal Contraceptives, Exercise, and Alcohol on Cortisol, Perceived Stress, and Desire
for Alcohol
Matt London
San Jose State University
Submitted to Psychoneuroendocrinology for Spring 2016
2
Abstract
Psychosocial stress, defined as aversive or demanding conditions that tax or
exceed the behavioral resources of the organism, incites a bioactive cortisol response,
which is measured by analysis of salivary cortisol produced after participant subjection
to the Trier Social Stress Test, a reliable psychosocial stress inducing paradigm.
Hormonal contraceptive users, when subjected to psychosocial stress, manifest an
abnormally large rise in corticosteroid-binding-globulin levels. Bio-active cortisol is
rendered inactive by corticosteroid-binding-globulins and results in a blunted cortisol
response to psychosocial stress. Evidence suggests a direct correlation between the
responses to psychosocial stress of salivary cortisol and perceived stress. Exercise and
alcohol are often used as a stress coping mechanism and have been shown exert
anxiolytic effects in the presence of psychosocial stress. This project conducted two
separate studies to examine the interactions and effects of hormonal contraceptive use,
psychosocial stress, exercise habits, and alcohol use on salivary cortisol levels,
perceived stress, and desire to drink alcohol. Statistical significance was found for
hormonal contraception causing a blunted salivary cortisol response. Observational
analysis revealed that revealed that both genders report similar desire to continue
drinking alcohol after being subjected to psychosocial stress and given one drink.
Although, when stressed and given alcohol placebo, men show a decrease in drinking
desire and females show an increase.
Keywords: cortisol, corticosteroid-binding-globulins, Trier Social Stress Test,
HCs, attenuated response, psychosocial stress, ethinyl estradiol, alcohol
3
Introduction
Psychosocial stress is defined as aversive or demanding conditions that tax or
exceed the behavioral resources of the organism (Lazarus, 1966). The magnitude of its
effects on an organism can be measured by analysis of cortisol response (Balodis,
Wynne-Edwards, & Olmstead, 2010; Campbell & Ehlert, 2012; Dickerson et al., 2004;
Kirschbaum et al. 1989; Kirschbaum et al., 1999).
Cortisol, a glucocorticoid, serves as a negative feedback mechanism within the
hypothalamic-pituitary-adrenal axis. Psychosocial stress incites the hypothalamus to
release corticotropin-releasing hormone (CRH) to the anterior pituitary, which in turn
releases adrenocorticotropic hormone (ACTH) to the adrenal cortex. Within the zona
fasciculata of the adrenal cortex, cortisol is produced and released to the hypothalamus
and the anterior pituitary, within a negative feedback loop, to initiate inhibitory actions on
these glands and to modulate stress and inflammation pathways.
Only 2-15% of the released cortisol is not bound to protein carriers such as
corticosteroid-binding globulin (CBG), albumin, and erythrocytes. The unbound (“free,”
bioactive) proportion of cortisol is able to cause genomic cortisol effects in peripheral
tissues and the brain, as opposed to the bound cortisol that cannot cause such effects.
Bio-active and bound cortisol is found in the blood, while only bio-active cortisol in found
in the saliva. For this reason, salivary cortisol collection is preferred as a more efficient
and cost-effective method than serum cortisol analysis, which can often prove to be
counterproductive when the act of venipuncture, itself, incites significant HPA activation
and, therefore, an undesired cortisol response (Kirschbaum & Hellhammer, 2000).
To incite a psychosocial stress induced salivary cortisol response, numerous
studies have utilized public speaking (Bassett, Marshall, & Spillane, 1987) or mental
arithmetic (Frederickson, Tuomisto, Bergman-Losman, 1991; Jorgensen et al., 1990;
Trestman et al., 1991) or both (Kemmer et al., 1986), although they were not
standardized into one reliable protocol.
Due to the insignificant cortisol responses and lack of reliability of these previous
protocols, Kirschbaum et al. (1993) created the Trier Social Stress Test (TSST), which
consists of a protocol that utilizes both tasks to elicit a valid and reliable psychosocial
4
stress inducing salivary cortisol response. These researchers revealed a high
reproducibility across five separate studies, in which the psychosocial stress of the
TSST induced salivary cortisol levels to peak 10 min after TSST; Baseline: 4 to 9 nmol/l,
Response: 5.3 to 8.2 nmol/l above baseline levels. Males exhibit a mean salivary
cortisol response that is 1.5- to 2-fold higher than females Since these findings, many
studies have used the TSST and concluded that upon termination of psychosocial
stress, the salivary cortisol response becomes evident at 5-20 min and peaks at 10-30
min (Kirschbaum & Hellhammer, 2000)..
Typically, salivary cortisol follows a standard circadian rhythm where it is boosted
upon awaking in the morning and increases 50-100% until it peaks after 30 min., where
after it decreases until, in response to substantial amounts of food at lunch time, it
peaks at about 150% and steadily decreases throughout the afternoon and into the
evening without another major secretory instance (Kirschbaum & Hellhammer, 2000).
Considering that a typical cortisol secretory episode initiates a 55.2 nmol/l
increase of total plasma cortisol and that salivary cortisol constitutes 2% to 5% of
plasma cortisol Kirschbaum et al. (1992) and Wust et al. (2000) established a 2.5 nmol/l
salivary cortisol increase to be valid classification criterion for a significant cortisol
response.
A lack of systematic evaluation studies of the 2.5 nmol/l criterion has led many
experimenters to utilize 30% (Kimura et al., 2013) and 40% (Kunz-Ebrecht et al., 2003)
levels of significance for classification of cortisol responders (i.e. participants who
exhibit high levels of stress induced cortisol) and non-responders (i.e. participants who
exhibit low levels of stress induced cortisol). Binary median splits were not utilized due
to a high number of participants who were highly indistinct in terms of their cortisol
response profile. Since its inception, the 2.5 nmol/l criterion has resulted in a high rate
of 16.5% false-negative classifications, where non-responders were classified as
responders. Miller et al. (2013) conducted a study to develop a cortisol response
classification criterion that was more accurate than the 2.5 nmol/l criterion. As a result,
Miller et al. (2013) found a 15.5% baseline-to-peak increase criterion to be an accurate
appraisal of cortisol response, exhibiting 26.7% less misclassifications.
5
When subjected to psychosocial stress, females who use HC exhibit “blunted or
completely absent salivary cortisol responses,” despite significant secretion of cortisol
by the adrenal cortex (Kirschbaum et al., 1999). This phenomenon is explained by the
combination of psychosocial stress and ethinyl estradiol, in hormonal contraception,
causing an abnormal rise in CBG’s, therefore attenuating bio-active cortisol
(Kirschbaum et al., 1995; Kumsta et al., 2007).
The study-wide effects of the HC attenuated stress response is evident by the
HC excluded cortisol responders of Kimura (2013) showing an average stress induced
baseline-to-peak cortisol response at 9.38 nmol/l (38%) higher than the HC included
cortisol responders of Kunz-Ebrecht et al. (2003) and Buchanan & Tranel (2008).
Furthermore, HC excluded cortisol non-responders of Kimura (2013) showed a 1.07
nmol/l (44%) less baseline-to-peak cortisol decrease than the HC included cortisol non-
responders of Kunz-Ebrecht et al. (2003) and Buchanan & Tranel (2008).
Studies have shown a direct correlation between the responses to psychosocial
stress of perceived stress and salivary cortisol. Kirschbaum, Pirke, and Hellhammer
(1995) observed a positive correlation of the post TSST subjective rating of “having
been nervous” and the salivary cortisol response in both genders, regardless of HC.
Kimura et al. (2013) showed that perceived stress was increased by the TSST and
immediately returned to baseline level; non-responders reported less perceived stress
than responders Since salivary cortisol response becomes evident at 5-20 mins and
peaks at 10-30 mins, this suggests that the salivary cortisol response to psychosocial
stress may be initiated by perceived stress.
Anxiety driven behavior (e.g. alcohol use) has been shown to be attenuated by
the interoceptive exposure provided by regular vigorous exercise (Medina et al., 2011;
Smits, et al., 2008; Vujanovic, et al., 2008). Medina, et al. (2011) examined 114 adults
(58 women; Mage = 22.31 years, SD = 8.89) who reported exposure to at least one
traumatic event and alcohol use in the past 30 days. Medina, et al. (2011) utilized the
Exercise Habits Questionnaire-Revised (EHQ-R) in their study as a self-reported
descriptive measure of physical activity of the participants. The researchers discovered
an inverse relationship between participants’ engagement in high-intensity exercise and
6
coping oriented alcohol use (t(57) = -2.01, p<.05). This effect was not exhibited by
participants who reported engagement in moderate- or low-intensity exercise. The
aversive symptoms (e.g. hyperarousal) that may provoke the coping oriented alcohol
use among trauma exposed individuals may be reduced by the interoceptive exposure
introduced with high-intensity exercise (Medina, et. al., 2011; Smits, et al., 2008;
Vujanovic, et al., 2008).
Smits, et al. (2012) utilized the EHQ-R in their study that found greater moderate-
intensity exercise to be significantly predictive of lower coping oriented marijuana use (β
= −.15, p < .05). The researchers expanded on previous studies that have
investigated the links between exercise intensity and anxiety sensitivity, such that
substance use is used as a result of high anxiety sensitivity and specific intensity levels
of exercise decrease anxiety sensitivity (Buckner, et al., 2007; Otto & Reilly-Harrington,
1999).
Changes in the basal nucleus of the stria terminalis (BNST) 5-HT receptor
subtypes may lead BNST neurons to prefer excitation and produce a pathological state
of heightened anxiety (Hammack, 2008). The interoceptive effect of exercise may down-
regulate postsynaptic 5HT 2B/2C receptors, resulting in reduced anxiety.
An up-regulation of mRNA for 5-HT1A somatodendritic autoreceptors in the
dorsal raphe nucleus (DRN) is shown to result from six weeks of voluntary exercise
(Greenwood et al., 2003). If this up-regulation results in an up-regulation of receptor
protein, the additional 5-HT 1A autoreceptors would attenuate DRN activity by
ameliorating autoinhibition of DRN cell firing, thus reducing 5-HT release in DRN
projection areas that are known to be integral in anxiety-related behaviors.
Voluntary exercise and forced exercise have shown neurobiological differences.
Voluntary exercise is associated with decreased stress induced elevation of 5-HT
metabolite 5-hydroxyindole acetic acid in the hippocampus and amygdala. This
suggests that exercise attenuated 5-HT function in these DRN targets, which are
associated with anxiety-related behavior ((Dishman et al., 1997). Conversely, forced
exercise has been shown to augment 5-HT release in the hippocampus, frontal cortex,
and spinal cord (Bequet, Gomez-Merino, Berthelot, & Guezennec, 2001, 2002; Gerin,
Legrand, & Privat, 1994; Gomez-Merino, Bequet, Berthelot, Chennaoui, & Guezennec,
7
2001; Meeusen et al., 1996). Therefore, forced exercise may also produce substantially
different effects on the 5-HT system. Much more research must be conducted on the
effects of exercise on anxiety (Berchtold, Chinn, Chou, Kesslak, & Cotman, 2005).
Study 1 hypothesized that females who use HC are more likely to be classified
as cortisol non-responders, exhibiting a cortisol increase of less than 15.5% above
baseline (Miller et al. 2013), in response to the psychosocial stress induced by the
TSST.
It has been shown that there are significant gender differences in salivary cortisol
response to psychosocial stress, although not to exercise induced physical stress
(Kirschbaum et al., 1992). Study 2 sought to determine the presence of gender
differences of perceived stress in response to psychosocial stress, with consideration of
exercise habits, when participants were given alcohol to intoxication.
Methods
Subjects and General Experimental Outline
In two separate studies, a total of 113 healthy subjects were subjected to the
TSST. Study 1 comprised of 65 females, of which 16 females (Mage = 18.9, SD = 1.4)
currently used hormonal contraception and 49 females (Mage = 18.8, SD = 1.1)
currently did not use hormonal contraception. Study 2 comprised of 48 participants, of
which there were 7 females who currently used OC that delivered 3mg drospirenone
and 30mcg ethinyl estradiol per day (group OC 3/30; Mage = 25.9, SD = 9.3), 2 females
who currently used OC that delivered 1mg norethindrone acetate and 20mcg ethinyl
estradiol per day (group OC 1/20; Mage = 21, SD = 0), one female that currently used
an intrauterine device (IUD) that delivered 0.12mg etonogestrel and 15mcg ethinyl
estradiol per day (Mage = 21, SD = 0), 16 females who did not currently use HCs day
(Mage = 22.6, SD = 2.5), and 22 males (Mage = 23.6, SD = 3.4).
All participants were recruited from undergraduate Psychology courses, at an
ethnically diverse university located in Northern California, and were given course credit
for their participation in the study. Participants were notified of the opportunity to
participate in the study by their professor. Before entering the study, all participants
provided written consent and completed a medical questionnaire that screened for and
8
excluded participants who had past or current health problems and who had used
prescription medication, except hormonal contraception, and/or nicotine in the past six
months.
Study 1 Method
All cortisol samples were salivary cortisol samples collected with Salimetrics
SalivaBio Oral Swabs (SOS’s). Four salivary cortisol samples were collected at 10-20
min intervals. The first salivary cortisol sample was collected at 13 min following
participant's arrival to the laboratory, and a screening questionnaire, as a measure of
baseline salivary cortisol. The second salivary cortisol sample was collected
immediately following the TSST, 28 min post-participant arrival. The third cortisol
sample was collected 10 min post-TSST cessation (38 min) post-participant arrival as a
measure of peak salivary cortisol onset. The fourth, and final, salivary cortisol sample
was collected at 30 min post-TSST cessation (20 min post-3rd sample collection, 58
min post-participant arrival) as a measure of peak salivary cortisol cessation. Figure 1
displays the relative collection times of each of the four salivary cortisol samples. The
first cortisol sample was used to assess a salivary cortisol baseline. It should be noted
that the 3rd cortisol sample was intended to measure peak cortisol levels. Salivary
Cortisol samples were prepared with Salimetrics Cortisol Salivary Immunoassay Kit’s
(ELISA/EIA), MTX Pipettes, Model 614L Laboratory Centrifuge by the Druker Lab, and a
Fisher Stirring Hotplate. Prepared cortisol samples were analyzed with a Finstruments
Microplate Reader by MTX Lab Systems Inc. and DeltaSoft JV Data Template.
Figure 1: Study 1Task sequence and cortisol sampling
9
Study 2 Method:
Tests and Measures
Perceived Stress Questionnaire (PSQ; Levenstein et al., 1993): a measure of subjective
trait stress comprising 30-items that the participant rates on a Likert-scale of 1-4 the
degree to which they felt the item applied to them in the past month, 4 being the highest
degree (e.g. #9. You fear you may not manage to attain your goals).
Exercise Habits Questionnaire-Revised (EHQ-R; Zvolensky, 2008), a self-report
descriptive measure of intensity and frequency of physical exertion (Medina, et. al.,
2011; Smits, et al., 2008; Vujanovic, et al., 2008), was used to determine if a participant
was a regular vigorous exerciser.
Desire to Drink Questionnaire comprised of a Likert-scale of 1-5, 5 being highest
second drink desire, where the participant indicates desire to consume more alcohol.
Procedure
Psychosocial Stress was induced with the TSST.
Alcohol: Participants were given either alcohol or placebo (0.65mg/Kg vs. 0.00mg
alcohol/body weight).
Figure 2: Study 2 Task Sequence
Statistical Analysis
Factor weighting was used to account for missing PSQ data (Montero-Marin et al.,
2014). All statistical calculation were performed using R statistical software package.
10
Results
Study 1
A chi-squared test showed a significant difference in percentage of responders
depending on birth control use, (X2(1, 65) = 5.11, p = .02). Based on a 15.5% cortisol
increase from baseline to be classified as a responder, females who use HC
demonstrated a lower percentage of responders (56%) compared to females who do
not use HC (84%) (see Figure 3).
Figure 3: Relative comparison of cortisol responders
11
Study 2
Although there was no statistically significant interaction effects of contraceptive
use, exercise habits, psychosocial stress, and alcohol on PSQ scores (F(3, 45) = 1.515,
p = 0.229)., observational analysis reveals different PSQ scores based on progestin
type in HC. Participants who used HC that delivered norethindrone acetate as
progestin reported a mean PSQ score of 68. Conversely participants who used HC that
delivered drospirenone or etonogestrel as progestin reported a mean PSQ score of 55.2
and a median of 57. Results are exhibited in Table 2.
Table 2. Mean PSQ Scores For Each Group in terms of TSST, Vigorous Exercise (Vig),
and Alcohol (Alc)
TSST
Vig
Alc
TSST
Vig
NoAlc
TSST
NoVig
Alc
TSST
NoVig
NoAlc
NoTSST
Vig
Alc
NoTSST
Vig
NoAlc
NoTSST
NoVig
Alc
NoTSST
NoVig
NoAlc
M
OC 3/3071
(n=1)
47
(n=1)
60.5
(n=2)
50
(n=1)
58.5
(n=2)
57.4
(n=7)
OC 1/2062
(n=1)
74
(n=1)
68
(n=2)
IUD
0.12/15
53
(n=1)
53
(n=1)
No HC
Female
56.5
(n=2)
64.5
(n=2)
46.5
(n=2)
65.9
(n=2)54 (n=1)
63.3
(n=4)
85
(n=1)
62
(n=2)
62.2
(n=16)
Male67
(n=2)
56.6
(n=6)
63.5
(n=3)
61.3
(n=4)
67.5
(n=2)
49
(n=1)
61
(n=1)
51.7
(n=3)
59.7
(n=22)
M64.1
(n=6)
60.6
(n=8)
52.3
(n=6)
63.6
(n=6)
60.5
(n=3)
57.6
(n=7)
64.6
(n=5)
57.4
(n=7)
OC 3/30: 3mg drospirenone/30mcg ethinyl estradiol per day, OC 1/20: 1mg norethindrone acetate/ 20mcg ethinyl estradiol per day, IUD 0.12/15: 0.12mg etonogestrel/15mcg ethinyl estradiol per day.
The lowest PSQ average was reported by the group that was not of vigorous
12
exercise and was subjected to psychosocial stress and alcohol. While the highest PSQ
average was reported by the group that was also not of vigorous exercise, although had
not been subjected to psychosocial stress and alcohol. This observation suggests that
alcohol may provide a greater magnitude anxiolytic effect than the anxiogenic effect of
psychosocial stress, sufficient to result in less perceived stress than the absence of both
stress and alcohol.
Within the TSST group, there was a significant interaction of gender and the
placebo effect on drinking desire scores. Both genders report similar desire to continue
drinking alcohol after being subjected to psychosocial stress and given one drink.
Although, when stressed and given alcohol placebo, females show a rise in drinking
desire, while men show a decrease. (See Figure 4)
Figure 3: Relative comparison of alcohol desire within stress group
Outlier
13
Of the seven participants in group OC 3/30, six were of either age 21 or 22. One
participant was 46, participant 6. Furthermore, 47 of the 48 participants were aged
between 21 – 28. Participant 6 was a vigorous exerciser who did not receive TSST or
alcohol. She reported a PSQ of 69, second highest, to 71, in the OC 3/30 and in the 63 rd
percentile overall. The case of this outlier suggests that age attenuates the effects of
ethinyl estradiol on perceived stress. Future studies should examine how age,
specifically around menopause, affects the effects of ethinyl estradiol on perceived
stress.
Discussion
Study 1 supported the results of other studies have found a significant negative
correlation with HC use and salivary cortisol response to psychosocial stress, induced
by the TSST. Since saliva is the only vehicle that is used for cortisol collection that
exclusively contains bioactive cortisol, studies that investigate total cortisol must
consider this factor. This study agrees with Kirschbaum et al. (1999) that future studies
that investigate cortisol responses should measure both blood and salivary cortisol. By
doing so, a total cortisol level will be exhibited in the blood and strictly bioactive cortisol
will be manifest in the saliva.
Based on these findings, it is recommended to re-analyze studies that have
investigated the cortisol response to psychosocial stress, did not exclude females who
use HC, and did not classify cortisol non-responders as those who exhibit less than a
15.5% salivary cortisol increase from baseline. By removing data derived from females
who used HC and conducting analysis of the new dataset, results with more validity
may be garnered. Future studies that exclude HC users subjected to psychosocial
stress will save an average >$30 in supplies and >5 work hours.
In Study 2, the mean PSQ score of participants who used norethindrone acetate
as progestin (67) is closer to the PSQ median score found by Montero-Marin et al.
(2014) (70.29) than the median PSQ score of participants who used HC that delivered
drospirenone as progestin (57) and those who used etonogestrel as progestin (53). This
observation suggests that the type of progestin used in HC may have substantial effects
14
on perceived stress and, thus, cortisol response to psychosocial stress. Future studies
should guage the interactions and effects of different progestins and estrogens in HC on
perceived stress and cortisol response to psychosocial stress. Guaging the effects and
determining threshold levels will determine what data needs to be analyzed from
previous studies and screening measures that need to be enrolled in the future.
Study 2 revealed a placebo effect among both genders in the group that had
been subjected to the TSST. Both genders in the group that was given alcohol exhibited
a second drink desire of 3 out of 5. In contrast, in the placebo group, the mean desire
score was 1.8 for men and 4 for females. This effect may be due to a gender difference
in the placebo effect. Aslaksen et al. (2011) revealed that only males exhibit reduced
pain unpleasantness and stress following administration 5.5 mins. of 52 thermofoil ℃heat pain and placebo painkiller. When stressed and led to believe they have ingested
alcohol, females may be more prone, than men, to noticing that they are not physically
feeling the alcohol effects that they are expecting and, therefore, desire more than if
they had ingested alcohol. Conversely, men who are stressed and led to believe they
have ingested alcohol may be more satisfied with the psychological feeling of having
had alcohol (i.e. a reduction in negative emotions) and be less prone to continue
drinking than if they had ingested alcohol. The small HC sample size was likely to
contribute to the lack of significant difference between second drink desire between HC
users, non-HC females, and males. Since HC users were not excluded from the drink
desire analysis of this study and Aslaksen (2011), it is advised to perform future studies
that examine the placebo effect differences between genders and HC users.
15
References
Aslaksen, P. M., Bystad, M., Vambheim, S. M., & Flaten, M. A. (2011). Gender
differences in placebo analgesia: event-related potentials and emotional
modulation. Psychosomatic medicine, 73(2), 193-199.
Balodis, I.M., Wynne-Edwards, K.E., Olmstead, M.C., 2010. The other side of the curve:
examining the relationship between pre-stressor physiological responses and
stress reactivity. Psychoneuroendocrinology 35, 1363—1373.
Bassett, J. R., Marshall, P. M., & Spillane, R. (1987). The physiological measurement of
acute stress (public speaking) in bank employees. International Journal of
Psychophysiology, 5(4), 265-273. doi:10.1016/0167-8760(87)90058-4
Bonen. A., Haynes, F.W., Graham, T.E. (1991). Substrate and Hormonal Responses to
Exercise in Women Using Oral Contraceptives. Journal of Applied Physiology.
70:1917-1927.
Brooks, K.P., Robles, T.F., 2009. Recent depressive and anxious symptoms predict
cortisol responses to stress in men. Psychoneuroendocrinology, 34(7), 1041—
1049.
Buchanan, T. W., & Tranel, D. (2008). Stress and emotional memory retrieval: effects of
sex and cortisol response. Neurobiology of learning and memory, 89(2), 134-141.
Campbell, J. & Ehlert, U. (2012) Acute Psychosocial Stress: Does the Emotional
Stress Response Correspond With Physiological Responses?
Psychoneuroendocrinology, 37(8), 1111-1134.
Burke, C. W. (1969). The effect of oral contraceptives on cortisol metabolism. Journal of
16
Clinical Pathology. Supplement (Ass. Clin. Path.), 3, 11–18.
Bustamante, B., & Crabbé, J. (1984). Parotid saliva cortisol in normal subjects: increase
during pregnancy. Journal of steroid biochemistry, 20(6), 1333-1336.
Dickerson, S. S., & Kemeny, M. E. (2004). Acute Stressors and Cortisol Responses: A
Theoretical Integration and Synthesis of Laboratory Research. Psychological
Bulletin, 130(3), 355-391. doi:10.1037/0033-2909.130.3.355
Feldman, S., Conforti, N., & Weidenfeld, J. (1995). Limbic Pathways and Hypothalamic
Neurotransmitters Mediating Adrenocortical Responses to Neural Stimuli.
Neuroscience & Biobehavioral Reviews, 19, 235-240.
Fliege, H., Rose, M., Arck, P., Walter, O. B., Kocalevent, R. D., Weber, C., & Klapp, B.
F. (2005). The Perceived Stress Questionnaire (PSQ) reconsidered: validation
and reference values from different clinical and healthy adult samples.
Psychosomatic medicine, 67(1), 78-88.
Jorgensen, L. S., Christiansen, P., Raundahl, U., Ostgaard, S., Christensen, N. J.,
Fenger, M., Flachs, H. (1990). Autonomic response to an experimental
psychological stressor in healthy subjects: Measurement of sympathetic,
parasympathetic, and pituitary-adrenal parameters: test-retest reliability.
Scandinavian Journal of Clinical & Laboratory Investigation, 50, 823-829.
Kemmer, F. W., Bisping, R., Steingrüber, H. J., Baar, H., Hardtmann, F., Schlaghecke,
R., & Berger, M. (1986). Psychological stress and metabolic control in patients
with Type I diabetes mellitus. The New England Journal Of Medicine, 314(17),
1078-1084. doi:10.1056/NEJM198604243141704
Kimura, K., Izawa, S., Sugaya, N., Ogawa, N., Yamada, K. C., Shirotsuki, K., ... &
Hasegawa, T. (2013). The biological effects of acute psychosocial stress on
delay discounting. Psychoneuroendocrinology, 38(10), 2300-2308.
Kirschbaum, C., & Hellhammer, D. H. (1994). Salivary cortisol in psychoneuroendocrine
research: recent developments and applications. Psychoneuroendocrinology,
19(4), 313-333.
Kirschbaum, C., & Hellhammer, D. H. (2000). Salivary cortisol. Encyclopedia of stress,
17
3(379-383).
Kirschbaum, C., Kudielka, B. M., Gaab, J., Schommer, N. C., & Hellhammer, D. H.
(1999). Impact of gender, menstrual cycle phase, and oral contraceptives on the
activity of the hypothalamic-pituitary-adrenal axis. Psychosomatic Medicine,
61(2), 154-162.
Kirschbaum, C., Pirke, K. M., & Hellhammer, D. H. (1993). The ‘Trier Social Stress Test’
- A Tool for Investigating Psychobiological Stress Responses in a Laboratory
Setting. Neuropsychobiology, 28, 76-81.
Kirschbaum, C., Pirke, K.M., Hellhammer, D.H. (1995). Preliminary Evidence for
Reduced Cortisol Responsivity to Psychosocial Stress in Women Using Oral
Contraceptive Medication. Psychoneuroendocrinology. 20. 509-514.
Kirschbaum, C., Platte, P., Pirke, K.M., Hellhammer, D.H. (1996). Adrenocortical
Activation Following Stressful Exercise: Further Evidence for Attenuated Free
Cortisol Responses in Women Using Oral Contraceptives. Stress Med. 12. 137-
143.
Kirschbaum, C., Strasburger, C. J., Jammers, W., Hellhammer, D. H. (1989). Cortisol
and Behavior: 1. Adaptation of a Radioimmunoassay Kit for Reliable and
Inexpensive Salivary Cortisol Determination. Pharmacology Biochemistry &
Behavior, 34(4), 747-751.
Kunz-Ebrecht, S. R., Mohamed-Ali, V., Feldman, P. J., Kirschbaum, C., & Steptoe, A.
(2003). Cortisol responses to mild psychological stress are inversely associated
with proinflammatory cytokines. Brain, behavior, and immunity, 17(5), 373-383.
Levenstein, S., Prantera, C., Varvo, V., Scribano, M. L., Berto, E., Luzi, C., & Andreoli,
A. (1993). Development of the Perceived Stress Questionnaire: a new tool for
psychosomatic research. Journal of psychosomatic research, 37(1), 19-32.
Lazarus, R. S. (1966). Psychological stress and the coping process.
Lovallo, W. R. (1997). Stress & Health: Biological and Physiological Interaction.
Thousand Oaks, CA: Sage.
18
Lovell, B., Moss, M., Wetherell, M.A. (2011). Perceived Stress, Common Health
Complaints and Diurnal Patterns of Cortisol Secretion in Young, Otherwise
Healthy Individuals. Hormones and Behavior. Volume 60. Issue 3. 301-305.
Mason, J. W. (1968). A Review of Psychoneuroendocrine Research on the Pituitary-
Adrenal Cortical System. Psychosomatic Medicine, 30, 576-607
Miller. R., Plessow. F., Kirschbaum. C., & Stalder. T. (2013). Classification Criteria for
Distinguishing Cortisol Responders from Nonresponders to Psychosocial Stress:
Evaluation of Salivary Cortisol Pulse Detection in Panel Designs. Psychosomatic
Medicine, 75(9), 832-840.
Montero-Marin, J., Demarzo, M. M. P., Pereira, J. P., Olea, M., & García-Campayo, J.
(2014). Reassessment of the psychometric characteristics and factor structure of
the ‘Perceived Stress Questionnaire’(PSQ): analysis in a sample of dental
students. PloS one, 9(1).
Nielsen, Shawn E., Ahmed, Imran, Cahill, Larry (2014). Post-learning Stress
Differentially Affects Memory for Emotional Gist and Detail in Naturally Cycling
Women on HCs. Behavioral Neuroscience. Volume 128. Issue 4.
Rose, R. M. (1980). Endocrine responses to stressful psychological events. Psychiatric
Clinics of North America, 3(2), 251-276.
Schwabe, L., Haddad, L., & Schachinger, H. (2008). HPA axis activation by a socially
evaluated cold-pressor test. Psychoneuroendocrinology, 33(6), 890-895.
doi:http://dx.doi.org/10.1016/j.psyneuen.2008.03.001
Wust, S., Wolf, J., Hellhammer, D. H., Federenko, I., Schommer, N., & Kirschbaum, C.
(2000). The cortisol awakening response-normal values and confounds. Noise
and health, 2(7), 79.
Acknowledgements
Carlos Almeida, Jessica Ballin, Meylien Han, David Hunyh, Angela Mapanao, Michael
19
Namekata, Brissa Ortega, Mitzi Ochoa, Cheryl Chancellor-Freeland, Ph.D, and Mark
Van Selst, Ph.D.