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Blood pressure tracking over the adult life course: patterns and correlates in the Framingham heart study.

ABSTRACT: The extent to which select vascular risk factors differentially influence blood pressure (BP) is incompletely understood. Thus, we used multilevel modeling to analyze serial BP measurements using 21 732 person-observations obtained on Framingham Heart Study participants (mean age, 38 years, 52% women; 4993 unique individuals) over a 28-year period. We related longitudinal tracking of each BP measure (systolic BP, diastolic BP, mean arterial pressure, and pulse pressure) to age, sex, body mass index, smoking, diabetes mellitus, total/high-density lipoprotein cholesterol ratio, and heart rate. In multivariable-adjusted analyses, we observed that older age, male sex, greater body mass index, and higher heart rate were positively associated with increase in all BP measures (P<0.0001). Notably, higher total/high-density lipoprotein cholesterol ratio was associated with greater mean arterial pressure (P<0.01). Conversely, diabetes mellitus and smoking were associated with higher pulse pressure (P<0.01). We also observed effect modification by sex: the increase in pulse pressure with age and body mass index was more pronounced in women compared with men (P<0.0001). All BP measures tracked at higher levels in both men and women with multiple vascular risk factors. Taken together, our longitudinal observations in a large community-based sample demonstrate a greater pulsatile load in women than in men with increasing age. We also observed a differential impact of select vascular risk factors on the individual components of BP, underscoring distinct regulation of these measures over the life course.

SUBMITTER: Cheng S

PROVIDER: S-EPMC3499677 | biostudies-literature | 2012 Dec

REPOSITORIES: biostudies-literature

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Blood pressure tracking over the adult life course: patterns and correlates in the Framingham heart study.

Cheng Susan S Xanthakis Vanessa V Sullivan Lisa M LM Vasan Ramachandran S RS

Hypertension (Dallas, Tex. : 1979) 20121029 6

The extent to which select vascular risk factors differentially influence blood pressure (BP) is incompletely understood. Thus, we used multilevel modeling to analyze serial BP measurements using 21 732 person-observations obtained on Framingham Heart Study participants (mean age, 38 years, 52% women; 4993 unique individuals) over a 28-year period. We related longitudinal tracking of each BP measure (systolic BP, diastolic BP, mean arterial pressure, and pulse pressure) to age, sex, body mass in ...[more]

PMID: 23108660

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Project description:ImportanceIf we assume that women and men exhibit variations of the same fundamental vascular physiology, then conventional analyses of subclinical measures would suggest that women catch up to men by midlife in the extent of potentially important vascular disease. Alternatively, under the assumption that vascular physiology may fundamentally differ between women and men, a sex-specific analysis of existing data could offer new insights and augment our understanding of sex differences in cardiovascular diseases.ObjectiveTo evaluate whether longitudinal patterns of blood pressure (BP) elevation differ between women and men during the life course when considering baseline BP levels as the reference.Design, setting, and participantsWe conducted sex-specific analyses of longitudinal BP measures (144 599 observations) collected for a period of 43 years (1971 to 2014) in 4 community-based US cohort studies. The combined total included 32 833 participants (54% female) spanning ages 5 to 98 years. Data were analyzed between May 4, 2019, and August 5, 2019.ExposuresAge and serially assessed longitudinal BP measures: systolic BP, diastolic BP, mean arterial pressure (MAP), and pulse pressure (PP).Main outcomes and measuresSex-specific change in each primary BP measure compared with baseline BP levels, derived from multilevel longitudinal models fitted over the age span, and new-onset cardiovascular disease events.ResultsOf the 32 833 participants, 17 733 were women (54%). Women compared with men exhibited a steeper increase in BP that began as early as in the third decade and continued through the life course (likelihood ratio test χ2 = 531 for systolic BP; χ2 = 123 for diastolic BP; χ2 = 325 for MAP; and χ2 = 572 for PP; P for all <.001). After adjustment for multiple cardiovascular disease risk factors, these between-sex differences in all BP trajectories persisted (likelihood ratio test χ2 = 314 for systolic BP; χ2 = 31 for diastolic BP; χ2 = 129 for MAP; and χ2 = 485 for PP; P for all <.001).Conclusions and relevanceIn contrast with the notion that important vascular disease processes in women lag behind men by 10 to 20 years, sex-specific analyses indicate that BP measures actually progress more rapidly in women than in men, beginning early in life. This early-onset sexual dimorphism may set the stage for later-life cardiovascular diseases that tend to present differently, not simply later, in women compared with men.

Project description:Background Elevated total cholesterol ( TC ), low-density lipoprotein cholesterol ( LDL -C), triglycerides, and non-high-density lipoprotein cholesterol (non- HDL -C) and low high-density lipoprotein cholesterol ( HDL -C) concentrations correlate with atherosclerotic cardiovascular disease ( ASCVD ) and mortality. Therefore, understanding how lipid trajectories throughout adulthood impact ASCVD and mortality risk is essential. Methods and Results We investigated 3875 Framingham Offspring participants (54% women, mean age 48 years) attending ≥1 examination between 1979 and 2014. We evaluated longitudinal correlates of each lipid subtype using mixed-effects models. Next, we clustered individuals into trajectories through group-based modeling. Thereafter, we assessed the prospective association of lipid trajectories with ASCVD and mortality. Male sex, greater body mass index, and smoking correlated with higher TC , LDL -C, triglycerides, non- HDL -C, and lower HDL -C concentrations. We identified 5 TC , HDL -C, and LDL -C trajectories, and 4 triglycerides and non- HDL -C trajectories. Upon follow-up (median 8.2 years; 199 ASCVD events; 256 deaths), elevated TC (>240 mg/ dL ), LDL -C (>155 mg/ dL ), or non- HDL -C (>180 mg/ dL ) concentrations conferred >2.25-fold ASCVD and mortality risk compared with concentrations <165 mg/ dL , <90 mg/ dL , and <115 mg/ dL , respectively ([ TC hazard ratio ( HR )ASCVD=4.17, 95% CI 1.94-8.99; TC HR death=2.47, 95% CI 1.28-4.76] [ LDL -C HRASCVD=5.09, 95% CI 1.54-16.85; LDL -C HR death=4.04, 95% CI 1.84-8.89] [non- HDL -C HRASCVD=4.60, 95% CI 1.98-10.70; LDL -C HR death=3.74, 95% CI 2.03-6.88]). Consistent HDL -C concentrations <40 mg/ dL were associated with greater ASCVD and mortality risk than concentrations >70 mg/ dL (HRASCVD=3.81, 95% CI 2.04-7.15; HR death=2.88, 95% CI 1.70-4.89). Triglycerides trajectories were unassociated with outcomes. Conclusions Using a longitudinal modeling technique, we demonstrated that unfavorable lipid trajectories over 35 years confer higher ASCVD and mortality risk later in life.

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Blood pressure tracking over the adult life course: patterns and correlates in the Framingham heart study.

Publications

Blood pressure tracking over the adult life course: patterns and correlates in the Framingham heart study.

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