Academic Editor: B. Waeber
Smoking is now recognized to be a major preventable risk factor for numerous outcomes, including cardiovascular diseases (CVD), and mortality [
Prehypertension, defined as systolic blood pressure (BP) ranging from 120–139 mmHg or diastolic BP ranging from 80–89 mmHg, is a preclinical stage in the high BP continuum, where subjects are at increased risk of developing hypertension in the near future [
The data for this study are derived from the National Health and Nutrition Examination Survey 2005–2008. Detailed description of NHANES study design and methods is available elsewhere [
Out of 20497 participants in NHANES 2005–2008, there were 10914 who were >20 years of age. We further excluded participants who were pregnant (
Seated systolic and diastolic BPs were measured using a mercury sphygmomanometer according to the American Heart Association and JNC7 recommendations [
Serum specimens were processed, stored, and shipped to the Division of Laboratory Sciences, National Center for Environmental Health, and Centers for Disease Control and Prevention for analysis. Detailed specimen collection and processing instructions were discussed in the NHANES Laboratory/Medical Technologists Procedures Manual (LPM). Serum cotinine was measured by isotope dilution high-performance liquid chromatography atmospheric pressure chemical ionization tandem mass spectrometry (ID HPLC-APCI MS/MS). Briefly, the serum sample was spiked with methyl-D3 cotinine as an internal standard, and after an equilibration period, the sample was applied to a basified solid-phase extraction column. Cotinine was extracted off the column with methylene chloride, the organic extract was concentrated, and the residue was injected onto a short C18 HPLC column. The eluant from these injections was monitored by APCI-MS/MS, and the
Information on age, gender, race/ethnicity, alcohol intake (g/day), income, level of education, female hormone use, and cigarette smoking were obtained from a standardized questionnaire during a home interview. Income-poverty ratio was used as a measure of socioeconomic status. The Department of Health and Human Services' poverty guidelines were used to calculate this index. Poverty status was categorized into living below the federal poverty level (less than 1.00) and living at or above the federal poverty level (1.00 or more). Educational attainment was categorized into less than high school graduate, high school graduate, and more than high school graduate. Females who ever used estrogen or progesterone hormones, other than for birth control or fertility, were categorized into used/never used. Smoking status was categorized into never smokers (smoked <100 cigarettes during their lifetime), former smokers (smoked ≥100 cigarettes lifetime and currently not smoking), and current smokers (smoked ≥100 cigarettes lifetime and currently smoking) [
Serum cotinine levels were analyzed both as a continuous as well as a categorical variable. For analysis as a continuous variable, serum cotinine levels were log-transformed as a result of their skewed distribution. To examine the proportion of variance explained by including passive smoking, we calculated the modified
Next, to primarily examine confounding, we performed subgroup analyses by gender, race/ethnicity and BMI categories in Tables
We performed a supplementary analysis (shown in
Among never smokers in the US general population who were free of hypertension, we initially found that higher levels of serum cotinine, an objective marker of SHS exposure, were positively associated with prehypertension independent of confounders. However, in subsequent subgroup analyses, the positive association was present only among men, but not women; among non-Whites, but not Whites; and among nonobese, but not obese subjects.
Prehypertension is a preclinical stage where subjects are at increased risk of developing hypertension in the near future. Several previous studies have reported a positive association between smoking and hypertension [
In the current study, serum cotinine level was used to measure the level of exposure to SHS among never smokers. Cotinine is the principal metabolite of nicotine and has a 15–40 hr halflife [
The exact mechanism underlying the observed association between SHS and prehypertension in never smokers remains unknown. A vasoconstriction mediated by nicotine is initially responsible for acute but transient increase in the systolic BP [
In the current study, we performed subgroup analysis by gender, race/ethnicity, and BMI categories with the intent to examine confounding, a practice consistent with traditional methods of epidemiologic analysis. However, in the subgroup analysis by gender, post hoc, the positive association between serum cotinine and prehypertension was found to be present only in men, but not in women, suggesting possible gender differences. It is possible that hormonal differences in the way in which men and women metabolize nicotine may explain this observation. The main pathway of nicotine metabolism is, by oxidation, mediated by cytochrome P450 (CYP) and aldehyde oxidase enzymes [
Even though the magnitude of odds ratios showed substantial differences by gender and BMI categories, the 95% confidence intervals were found to be overlapping. Therefore, it is possible that the differences we are observing are due to random variability and not true causal differences. Larger studies are needed to confirm if these observed differences in our study are statistically significant.
In a similar pattern, in the subgroup analysis by race/ethnicity, there was a significant positive association between serum cotinine levels and prehypertension in non-Whites, but not in Whites. Similar racial/ethnic differences were previously reported in the literature related to cotinine exposure levels. For example, Black smokers had higher cotinine levels than whites and Mexican Americans [
In the current study, we were interested in the association between secondhand smoke exposure and prehypertension in never smokers. Although we included only participants who reported to be never smokers, some of these subjects had high serum cotinine levels, raising the possibility of misclassification bias with self-reported never smoking status. To address this concern, we performed a supplementary analysis shown in
This study has numerous strengths. Ours is the first study to date investigating the relationship between nicotine exposure measured objectively by serum cotinine level and prehypertension in never smokers. We believe that our use of serum cotinine will minimize the potential for misclassification bias. Moreover, the large national sample of racially and ethnically diverse US adults and the ability to adjust for numerous potential confounders add to the strengths of the study. The cross-sectional nature of NHANES represents the main limitation of the study as it does not allow us to draw conclusions regarding the causal role of nicotine exposure in prehypertension.
In summary, this study provides evidence that SHS exposure measured by serum cotinine level in never smokers is associated with the prehypertension among adults free from hypertension in the general US population. In subgroup analyses, we also found that this association was evident in men, non-Whites, and nonobese subjects. If confirmed in prospective studies, our results suggest that SHS exposure may be a preventable factor for hypertension development in never smokers.
There is no conflict of interests related to this paper.
All the authors contributed to the intellectual development of this paper. O. Alshaarawy wrote the paper and was involved in statistical analysis. J. Xiao performed the statistical analyses and was involved in critical corrections of the paper. M. E. Andrew and C. Burchfiel provided statistical expertise and were involved in critical review and revision of the paper. A. Shanker had the original idea for the study, supervised the statistical analysis, and was involved in critical corrections of the paper.
This study was funded by an American Heart Association National Clinical Research Program grant and NIH/NIEHS Grants 1 R01 ES021825-01 and 5R03ES018888-02. The findings and conclusions in this paper are those of the authors and do not necessarily represent the views of the National Institute for Occupational Safety and Health.
Baseline characteristics of the study population.
| Characteristics | Mean values ± standard error (SE) or |
|---|---|
| Total sample size | 2027 |
| Women (%) | 1109 (53.8%) |
| Age (years) | 39.1 ± 0.5 |
| Race/ethnicity (%) | |
| Non-Hispanic Whites | 773 (61.9%) |
| Non-Hispanic Blacks | 452 (12.6%) |
| Mexican Americans | 484 (11.4%) |
| Others | 318 (14.1%) |
| Education categories (%) | |
| Below high school | 496 (15.3) |
| High school | 467 (22.0) |
| Above high school | 1064 (62.7) |
| Alcohol intake (%) | |
| Never drinker | 358 (14.9%) |
| Former drinker | 376 (16.4%) |
| Moderate drinker (1 or 2 drink/day) | 815 (46.0%) |
| Heavy drinker (≥3 drinks/day) | 478 (22.7%) |
| Body mass index (%) | |
| Normal weight (<25.0 kg/m2) | 647 (35.2%) |
| Overweight (25.0–29.9 kg/m2) | 709 (34.6%) |
| Obese ( | 671 (30.2%) |
| Serum cotinine (ng/mL) (geometric mean) | 0.1 ± 0.01 |
| Glycosylated hemoglobin (%) | 5.3 ± 0.02 |
| Total cholesterol (mg/dL) | 195.9 ± 1.2 |
| Systolic blood pressure, mmHg | 114.4 ± 0.3 |
| Diastolic blood pressure, mmHg | 69.1 ± 0.3 |
| Below poverty level (%) | 379 (12.2) |
| Prehypertension (%) | 734 (35.9) |
Association between serum cotinine levels and prehypertension.
| Cotinine quartiles | No. at risk | Cases | Age-, sex-adjusted odds ratio | Multivariable-adjusted odds ratio |
|---|---|---|---|---|
| Quartile 1 (≤0.024 ng/mL) | 488 | 165 | 1 (referent) | 1 (referent) |
| Quartile 2 (0.025–0.054 ng/mL) | 524 | 188 | 1.19 (0.89, 1.60) | 1.19 (0.90, 1.58) |
| Quartile 3 (0.055–0.223 ng/mL) | 508 | 185 | 1.44 (1.02, 2.02) | 1.38 (0.97, 1.96 ) |
| Quartile 4 (≥0.224 ng/mL) | 507 | 196 | 1.53 (1.07, 2.19) | 1.45 (1.00, 2.11) |
|
| 0.0142 | 0.0451 |
*Adjusted for age (years), sex (men, women), ethnicity (non-Hispanic White, non-Hispanic Black, Mexican Americans, others), education categories (<high school, high school, >high school), drinking (never drinker, former drinker, 1 or 2 drink/day, ≥3 drinks/day), BMI (normal weight, overweight, obese), glycohemoglobin (%), total cholesterol (mg/dL), below poverty level (%), and hormone use (ever, never).
Association between serum cotinine levels and prehypertension, by gender.
| Serum cotinine quartiles | No. at risk | Cases | Age-adjusted odds ratio | Multivariable-adjusted odds ratio |
|---|---|---|---|---|
| Men | ||||
| Quartile 1 (≤0.024 ng/mL) | 192 | 74 | 1 (referent) | 1 (referent) |
| Quartile 2 (0.025–0.054 ng/mL) | 228 | 108 | 1.59 (1.00, 2.54) | 1.62 (1.00, 2.62) |
| Quartile 3 (0.055–0.223 ng/mL) | 225 | 105 | 1.85 (1.06, 3.22) | 1.82 (1.02, 3.23) |
| Quartile 4 (≥0.224 ng/mL) | 273 | 136 | 1.87 (1.15, 3.04) | 1.80 (1.09, 2.98) |
| | 0.0209 | 0.0406 | ||
| Women | ||||
| Quartile 1 (≤0.024 ng/mL) | 296 | 91 | 1 (referent) | 1 (referent) |
| Quartile 2 (0.025–0.054 ng/mL) | 296 | 80 | 0.89 (0.58, 1.37) | 0.86 (0.57, 1.29) |
| Quartile 3 (0.055–0.223 ng/mL) | 283 | 80 | 1.23 (0.80, 1.92) | 1.14 (0.71, 1.81) |
| Quartile 4 (≥0.224 ng/mL) | 234 | 60 | 1.17 (0.75, 1.83) | 1.02 (0.64, 1.63) |
| | 0.2413 | 0.6185 |
*Adjusted for age (years), ethnicity (non-Hispanic White, non-Hispanic Black, Mexican Americans, others), education categories (<high school, high school, >high school), drinking (never drinker, former drinker, 1 or 2 drink/day, ≥3 drinks/day), BMI (normal weight, overweight, obese), glycohemoglobin (%), total cholesterol (mg/dL), below poverty level (%), and hormone use (ever, never).
Association between serum cotinine levels and prehypertension by ethnicity.
| Serum cotinine quartiles | No. at risk | Cases | Age-, sex-adjusted odds ratio | Multivariable-adjusted odds ratio |
|---|---|---|---|---|
| Whites | ||||
| Quartile 1 (≤0.024 ng/mL) | 191 | 67 | 1 (referent) | 1 (referent) |
| Quartile 2 (0.025–0.054 ng/mL) | 205 | 78 | 1.16 (0.76, 1.78) | 1.17 (0.76, 1.81) |
| Quartile 3 (0.055–0.223 ng/mL) | 195 | 87 | 1.62 (1.03, 2.54) | 1.49 (0.94, 2.37) |
| Quartile 4 (≥0.224 ng/mL) | 182 | 73 | 1.38 (0.80, 2.37) | 1.31 (0.75, 2.28) |
| | 0.1267 | 0.2190 | ||
| Non-Whites | ||||
| Quartile 1 (≤0.024 ng/mL) | 297 | 98 | 1 (referent) | 1 (referent) |
| Quartile 2 (0.025–0.054 ng/mL) | 319 | 110 | 1.21 (0.82, 1.78) | 1.22 (0.85, 1.75) |
| Quartile 3 (0.055–0.223 ng/mL) | 313 | 98 | 1.15 (0.83, 1.61) | 1.12 (0.79, 1.59) |
| Quartile 4 (≥0.224 ng/mL) | 325 | 123 | 1.81 (1.27, 2.60) | 1.76 (1.21, 2.56) |
| | 0.0043 | 0.0095 |
*Adjusted for age (years), sex (men, women), education categories (<high school, high school, >high school), drinking (never drinker, former drinker, 1 or 2 drink/day, ≥3 drinks/day), BMI (normal weight, overweight, obese), glycohemoglobin (%), total cholesterol (mg/dL), below poverty level (%), and hormone use (ever, never).
Association between serum cotinine levels and prehypertension by body mass index.
| Serum cotinine quartiles | No. at risk | Cases | Age-, sex-adjusted odds ratio | Multivariable-adjusted odds ratio |
|---|---|---|---|---|
| BMI < 30 kg/m2 | ||||
| Quartile 1 (≤0.024 ng/mL) | 350 | 105 | 1 (referent) | 1 (referent) |
| Quartile 2 (0.025–0.054 ng/mL) | 355 | 120 | 1.37 (0.98, 1.90) | 1.38 (1.01, 1.89) |
| Quartile 3 (0.055–0.223 ng/mL) | 326 | 106 | 1.79 (1.14, 2.81) | 1.79 (1.13, 2.83) |
| Quartile 4 (≥0.224 ng/mL) | 325 | 114 | 1.65 (1.07, 2.54) | 1.66 (1.08, 2.55) |
| | 0.0163 | 0.0167 | ||
| BMI ≥ 30 kg/m2 | ||||
| Quartile 1 (≤0.024 ng/mL) | 138 | 60 | 1 (Referent) | 1 (Referent) |
| Quartile 2 (0.025–0.054 ng/mL) | 169 | 68 | 0.85 (0.56, 1.29) | 0.86 (0.57, 1.30) |
| Quartile 3 (0.055–0.223 ng/mL) | 182 | 79 | 0.83 (0.48, 1.43) | 0.84 (0.48, 1.47) |
| Quartile 4 (≥0.224 ng/mL) | 182 | 82 | 1.07 (0.57, 2.00) | 1.05 (0.53, 2.10) |
| | 0.8176 | 0.8858 |
*Adjusted for age (years), sex (men, women), ethnicity (non-Hispanic white, non-Hispanic black, Mexican Americans, others), education categories (<high school, high school, >high school), drinking (never drinker, former drinker, 1or 2 drink/day, ≥3 drinks/day), glycohemoglobin (%), total cholesterol (mg/dL), below poverty level (%), and hormone use (ever, never).
Association between serum cotinine levels and prehypertension among those with serum cotinine <10 ng/mL.
| Serum cotinine quartiles | No. at risk | Prehypertension cases | Multivariable-adjusted |
|---|---|---|---|
| Quartile 1 (≤0.024 ng/mL) | 488 | 165 | 1 (referent) |
| Quartile 2 (0.025–0.054 ng/mL) | 524 | 188 | 1.21 (0.91, 1.60) |
| Quartile 3 (0.055–0.223 ng/mL) | 508 | 185 | 1.38 (0.97, 1.96) |
| Quartile 4 (≥0.224 ng/mL) | 370 | 140 | 1.49 (1.06, 2.09) |
|
| 0.0208 |
*Adjusted for age (years), sex (men, women), ethnicity (non-Hispanic White, non-Hispanic Black, Mexican Americans, others), education categories (<high school, high school, >high school), drinking (never drinker, former drinker, 1 or 2 drink/day, ≥3 drinks/day), BMI (normal weight, overweight, obese), glycohemoglobin (%), total cholesterol (mg/dL), below poverty level (%), and hormone use (ever, never).