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(Circulation. 2004;110:74-78.)
© 2004 American Heart Association, Inc.
Original Articles |

From the University of Pittsburgh, Pittsburgh, Pa (K.A.M.); University of Alabama, Birmingham (C.R.K., H.M., S.Z.); University of California, San Francisco (M.A.W.); and University of Michigan, Ann Arbor (D.R.W.).
Correspondence to Karen A. Matthews, PhD, University of Pittsburgh, 3811 OHara St, Pittsburgh, PA. E-mail matthewska{at}upmc.edu
Received August 25, 2003; de novo received January 21, 2004; accepted March 13, 2004.
| Abstract |
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Methods and Results We used survival analysis to predict hypertensive status during 13 years of follow-up in a sample of >4100 normotensive black and white men and women (age at entry, 18 to 30 years) enrolled in the CARDIA study. BP responses to 3 psychological challengescold pressor, star tracing, and video game taskswere measured. Hypertensive status was defined as use of antihypertensive medication or measured BP
140/90 mm Hg. After adjustment for race, gender, covariates (education, body mass index, age, and resting pressure), and their significant interactions, the larger the BP responses were to each of the 3 tasks, the earlier hypertension occurred (P<0.0001 to <0.01). The systolic BP effect for the cold pressor task was apparent for women and for whites in race- and gender-specific models, whereas the diastolic BP effect for the video game was apparent for men.
Conclusions Young adults who show a large BP response to psychological stress may be at risk for hypertension as they approach midlife.
Key Words: hypertension risk factors stress
| Introduction |
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Studies using other analog tests of psychological stressors, eg, video games or mental arithmetic, have yielded more promising results than those that used the cold pressor test. Several studies of young and middle-aged adults found associations between the magnitude of BP changes during such stressors and subsequent rises in resting BP over 1 to 10 years later.1013 In Finnish middle-aged men, BP reactivity to anticipation of an exercise test predicted the development of hypertension 4 years later,14 and in English male civil servants, BP reactivity to a nonverbal cognitive task predicted the development of hypertension 10 years later.15
Stressors do not have the same meaning for all gender and ethnic groups. An extensive body of literature has documented that relative to women, men have greater BP increases to challenging achievement tasks such as video games16 and that relative to whites, blacks have greater BP responses to tasks that typically yield an
-adrenergic response such as cold pressor or star tracing tasks.17 Perhaps the effects of stress-induced BP responses on risk for hypertension vary by gender and ethnic groups.
We examined the association between BP responses to 3 tasks (cold pressor test, star tracing, and video game) and incident hypertension in the subsequent 13 years among black and white men and women enrolled in CARDIA. A prior CARDIA report10 showed that the magnitude of SBP responses during the video game predicted increases in resting BP 5 years later, an association observed primarily in men. In the present study, we used survival analysis to examine the association of stress responses and hypertension during a 13-year interval after reactivity testing and to test whether the strength of the association varied by race or ethnicity.
| Methods |
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Participants were reexamined in years 2, 5, 7, 10, and 15 years after baseline, with reexamination rates among surviving cohort members of 91%, 86%, 81%, 79%, and 74%, respectively. Of the 4624 participants who attended the year 2 examination, 4202 completed all or partial stress testing. No stress testing was available for 422 participants; 414 of those participants also were missing the covariate data. Because of the analytic strategy (see below), this report is based on all individuals who participated in at least a portion of the stress examination conducted in year 2, were normotensive at the time of the stress examination, and had at least 1 follow-up examination with measures of resting BP, use of medications, and relevant covariates at that time.
Data Collection and Study Variables
BP was measured at each examination on the right arm with a Hawksley random-zero sphygmomanometer (WA Balm Co) with the participant seated and after a 5-minute rest. Three measurements were taken at 1-minute intervals; the last 2 were averaged. SBP and diastolic BP (DBP) were recorded as phase I and V Korotkoff sounds. Standardized questionnaires were used to collect self-report data on diagnosis and treatment of hypertension and other chronic conditions. Participants were considered normotensive at each assessment if they did not report having or being treated for hypertension and if they had examination SBP <140 mm Hg and DBP <90 mm Hg. Participants were considered hypertensive if they reported being treated for hypertension with medication or had an examination SBP
140 mm Hg or DBP
90 mm Hg.
Standardized questionnaires were used to assess age, race, sex, and years of education at stress testing examination. Body weight in light clothing was measured to the nearest 0.5 lb with a beam balance scale. Height without shoes was measured to the nearest 0.5 cm with a vertically mounted centimeter ruler and a metal carpenters square. Body mass index (BMI) was calculated as weight (in kilograms) divided by height squared (meters squared).
Stress testing included an 8-minute baseline period followed by the presentation of a video game (Atari Breakout) and star tracing task (with a mirror image) in randomized order for 3 minutes each. The cold pressor test consisted of 45 seconds of hand immersion in an ice-water tank. BP was measured at 1-minute intervals during the last 4 minutes of the baseline period and once during each minute of the video games and star-tracing tasks. Because of the short duration of the cold pressor test, only 1 measure of BP was taken during the test with a mercury sphygmomanometer by trained and certified technicians. Otherwise, BP and pulse rate were recorded with an automated BP monitor (2600B Vita-Stat Spacelabs Medical Inc) throughout. Standardization of the stress protocol was accomplished by centralized training of technicians, quality assurance site visits, and use of audiotaped instructions to participants. Automated BP monitors were calibrated weekly.
Statistical Analysis
BP reactivity scores were determined by subtracting the average of the final 3 baseline readings from the average levels measured during each task. The analysis was conducted to assess the association between BP reactivity in relation to the first examination in the subsequent 13 years of follow-up that participants met the criteria for hypertension with adjustments for the covariates of age, education, BMI, resting BP (either SBP or DBP as appropriate to the measure of reactivity) at the time of stress testing, and all 2- and 3-way interactions among the predictor variables. Backward elimination of nonsignificant 2- and 3-way interaction terms was conducted to yield the final models. (Smoking status and alcohol consumption were not included because they were not statistically significant or added nothing to model fit.) Because some participants did not attend all examinations and the examinations were not equally spaced, the usual sort of actual event time used in survival analysis was not appropriate. SAS PROC LIFEREG with the assumption of a Weibull survival distribution (increasing hazard with time) was used. Survival distributions in the class of the generalized gamma family were considered. This family includes the exponential and the Weibull as subclasses. Sequential likelihood ratio tests showed no statistical improvement from the Weibull distribution to the generalized gamma model. For this reason, the Weibull distribution was selected as the most parsimonious model. To facilitate the interpretation of the parameter estimates, all covariates were standardized with 0 mean and SD of 1 before the model parameters were estimated. The algebraic signs of the coefficients reflect their role in describing survival times. Coefficients that describe the log of the hazard function are minus a constant times these values. Thus, a negative coefficient reflects an increasing hazard. Significant interactions of reactivity scores and race or sex were further evaluated by
2 Wald tests within race or sex groups. Values of P<0.05 were considered statistically significant.
| Results |
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A large number of individuals did not complete the last task, the cold pressor task, although they completed 1 or both of the other tasks (n=635). Recall that only 1 BP measure was taken during this task. There were no significant differences in mean BMI, age, resting SBP, or resting DBP between those who did or did not complete the cold pressor task within each of the 4 gender-ethnic groups.
Compared with whites, blacks had greater increases in DBP during the video game and cold pressor tasks and smaller increases in SBP during the star tracing task. Compared with women, men had larger increases in DBP during the cold pressor and star tracing tasks and larger increases in SBP during the video game and star tracing tasks, especially among whites. Across groups, BP changes between the video game and star tracing tasks correlated more highly (r=0.64 and 0.61 for SBP and DBP, respectively) than those between either the video game (r=0.23 and 0.19 for SBP and DBP) or the star tracing (r=0.27 and 0.25 for SBP and DBP) task and the cold pressor task.
Consistent with previous reports from CARDIA,19,20 risk of early hypertension was greater among participants who were older, were less educated, and had a higher BMI and higher resting SBP or DBP at the time of stress testing (Tables 2 and 3
). In addition, the effect of higher BMI was greater among men compared with women (BMI-by-sex interaction), whereas the effect of low education was greater among whites or women compared with blacks or men (education-by-race or -sex interaction). Parameter estimates vary in size because of differing sample size and predictor variables in the models.
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The greater the SBP changes were during all 3 tasks (reactivity score), the earlier the occurrence of hypertension was. The effect of SBP change during the cold pressor task varied somewhat by sex and race (reactivity-by-race or -sex interaction). In separate models conducted for women and men and for whites and blacks, the effect of cold pressor reactivity was apparent among women (estimate, 0.18; P<0.001) and whites (estimate, 0.20; P<0.001) and not among men (estimate, 0.05; P=0.23) or blacks (estimate, 0.05; P=0.25).
The greater the DBP changes were during all 3 tasks, the earlier the occurrence of hypertension was. The effect of DBP change during the video game varied by sex, and separate models showed that the effect was apparent among men (estimate, 0.27; P<0.0001) and not among women (estimate, 0.01; P=0.88). DBP changes during the tasks had similar effects in both blacks and whites.
To illustrate the effects of reactivity on risk for hypertension, Figures 1 through 3![]()
show the survival curves of 2 women who had the most similar levels of the covariates (race, age, BMI, education, and resting DBP but not reactivity) but were in the top (long survivors) and bottom (short survivors) quartiles of survival from hypertension (or probability of remaining normotensive). Their reactivity scores were in the lowest quartile of reactivity for the long survivors and the highest quartile of reactivity for the short survivors.
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Secondary analyses examined whether a change in pulse rate during star tracing and video game was a significant predictor of time to hypertension. It was not (data not shown), although elevated resting heart rate was a predictor of early hypertension risk, as reported in elsewhere21 (P<0.01).
| Discussion |
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We explored whether the relationship varied in magnitude by race or gender, given that reactivity scores varied by race and gender in the present study and other studies. Indeed, for the video game task, DBP changes were a more important predictor for men, and for the cold pressor test, SBP changes were a more important predictor for women and whites. The null results for the cold pressor task obtained in some prior studies of white men is consistent with the stronger results obtained in the present study for women. It is also likely that the present findings are more definitive than prior studies because of the analytic approach. It assumed an accelerating risk of hypertension as opposed to a constant risk, evaluated time remaining free of hypertension as opposed to hypertension at the end of the follow-up period, and allowed for left-, right-, and interval-censored observations and for multiple covariates.
The utility of the present findings rests on BP reactivity being a reliable characteristic of the prehypertensive individual and not an immediate consequence of hypertension. Numerous studies show that BP reactivity is a reliable characteristic of normotensive adults, with correlations for aggregated task BP change scores ranging from 0.71 to 0.81 across 5 studies with intervals of 1 week to 1 month.22 BP reactivity is related to ambulatory BP elevations in response to everyday stressful circumstances.23,24
Although our data confirm a longstanding psychosomatic hypothesis, they do not elucidate the nature of that association.2527 One can posit direct effects of frequent BP changes on the vasculature, leading to damage and impairing arterial compliance. Another possibility is that BP reactivity reflects a more general hyperadrenergic state, with elevations in neurohormones leading to increased risk for hypertension. Finally, BP reactivity may be a measure of poor endothelial dysfunction or the inability of the endothelium to counteract adequately the vasoconstrictive forces induced by sympathetic stimuli.
In conclusion, our data show that large BP changes in response to acute stressors predict incident hypertension. Strengths of this study include state-of-the-art methods for measuring cardiovascular risk factors; a standardized reactivity protocol using well-characterized laboratory stressors; a large population-based, multiethnic sample; 13-year follow-up of participants from young adulthood into midlife, when the risk for hypertension accelerates; and a sophisticated analytic approach. Limitations include that the reactivity measure for the cold pressor test was based on 1 BP measure and the loss to follow-up of CARDIA participants. Assessment of BP changes in response to stress may be a useful additional tool for the assessment of future risk of hypertension.
| Acknowledgments |
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| Footnotes |
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Deceased. | References |
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