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Environmental tobacco smoke exposure and pulmonary function among adults in NHANES III: impact on the general population and adults with current asthma. (Articles).


The impact of environmental tobacco smoke environmental tobacco smoke (ETS/passive smoke),
n the gaseous by-product of burning tobacco products, including but not limited to commercially manufactured cigarettes and cigars; contains toxic elements harmful to the health of adults and children
 (ETS ETS Educational Testing Service (nonprofit private educational testing and measurement organization)
ETS Emergency Telecommunications Service
ETS Electronic Trading System
ETS Engineering (&) Technical Services
) exposure on adult pulmonary function has not been dearly determined. Because adults with asthma have chronic airway airway /air·way/ (-wa)
1. the passage by which air enters and leaves the lungs.

2. a device for securing unobstructed respiration.
 inflammation, they may be a particularly susceptible group. Using data from the Third National Health and Nutrition Examination Survey (NHANES III NHANES III Third National Health & Nutrition Examination Survey Public health A population-based survey conducted by the National Center for Health Statistics, designed to assess the health and nutritional status of the noninstitutionalized Americans ), I examined the cross-sectional relationship between serum cotinine cotinine (kō´tinēn),
n a substance that remains in body fluids after nicotine has been used. Presence of this chemical in body fluids is considered proof of recent nicotine use.
, a biomarker biomarker /bio·mark·er/ (bi´o-mahr?ker)
1. a biological molecule used as a marker for a substance or process of interest.

2. tumor marker.


bi·o·mark·er
n.
1.
 of ETS exposure, and pulmonary function among 10,581 adult nonsmokers and 440 nonsmoking non·smok·ing  
adj.
1. Not engaging in the smoking of tobacco: nonsmoking passengers.

2. Designated or reserved for nonsmokers: the nonsmoking section of a restaurant.
 adults with asthma whose cotinine and spirometry Spirometry

The measurement, by a form of gas meter, of volumes of gas that can be moved in or out of the lungs. The classical spirometer is a hollow cylinder (bell) closed at its top.
 data were available. I generated residuals, which are observed minus predicted values (based on Crapo equations), for forced expiratory volume forced expiratory volume
n. Abbr. FEV
The maximum volume of air that can be expired from the lungs in a specific time interval when starting from maximum inspiration.
 in 1 sec (FE[V.sub.1]), forced vital capacity forced vital capacity
n. Abbr. FVC
Vital capacity measured with subject exhaling as rapidly as possible.


forced vital capacity,
n a measure of the maximum rate of exhalation.
 (FVC FVC forced vital capacity.

FVC
abbr.
forced vital capacity


FVC,
n See forced vital capacity.


FVC

forced vital capacity.
), and FE[V.sub.1]/FVC ratio to adjust for age, sex, and height. In addition, I used multivariate The use of multiple variables in a forecasting model.  linear regression Linear regression

A statistical technique for fitting a straight line to a set of data points.
 to control for sociodemographic characteristics and previous smoking history. Most adults with and without asthma had detectable serum cotinine levels, indicating recent ETS exposure (85.7% and 83.4%, respectively). Among nonsmoking male participants, I found no evidence that ETS exposure was related to decreased pulmonary function. In the nonsmoking female stratum stratum /stra·tum/ (strat´um) (stra´tum) pl. stra´ta   [L.] a layer or lamina.

stratum basa´le
, the highest cotinine tertile was associated with a lower FE[V.sub.1] [-100 mL; 95% confidence interval confidence interval,
n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%.
 (CI), -143 to -56 mL], FVC (-119 mL; 95% CI, -168 to -69 mL), and FE[V.sub.1]/FVC ratio (-1.77%; 95% CI, -2.18% to -1.36%). Among women with asthma, the highest cotinine tertile was also associated with decreased FE[V.sub.1] (-261 mL; 95% CI, 492 to -30 mL), FVC (-291 mL; 95% CI, -601 to 20 mL), and FE[V.sub.1]/FVC ratio (-1.6%; 95% CI, -3.3% to 0.19%). In conclusion, ETS exposure is associated with decreased pulmonary function in adult females, especially those with asthma. This analysis should provide further impetus for public policies that promote smoke-free environments. Key words: asthma, environmental tobacco smoke, respiratory function tests, tobacco smoke pollution. Environ Health Perspect 110:765-770 (2002). [Online 14 June 2002]

http://ehpnet1.niehs.nih.gov/docs/2002/110p765-770eisner/abstract.html

**********

Environmental tobacco smoke (ETS) exposure is widespread, affecting the majority of U.S. adults (1-3). A complex mixture of over 4,000 chemical compounds, ETS contains potent respiratory irritants such as sulfur dioxide sulfur dioxide, chemical compound, SO2, a colorless gas with a pungent, suffocating odor. It is readily soluble in cold water, sparingly soluble in hot water, and soluble in alcohol, acetic acid, and sulfuric acid. , ammonia; formaldehyde formaldehyde (fôrmăl`dəhīd'), HCHO, the simplest aldehyde. It melts at −92°C;, boils at −21°C;, and is soluble in water, alcohol, and ether; at STP, it is a flammable, poisonous, colorless gas with a suffocating , and acrolein acrolein /acro·le·in/ (ak-ro´le-in) a volatile, highly toxic liquid, produced industrially and also one of the degradation products of cyclophosphamide.  (1,4). As a consequence, ETS exposure could negatively affect adult pulmonary function. Although ETS exposure during early life appears to attenuate To reduce the force or severity; to lessen a relationship or connection between two objects.

In Criminal Procedure, the relationship between an illegal search and a confession may be sufficiently attenuated as to remove the confession from the protection afforded by the
 the development of peak lung function (1), the impact of ongoing exposure on pulmonary function during adulthood has not been dearly determined.

Because adults with established asthma have chronic respiratory disease Noun 1. respiratory disease - a disease affecting the respiratory system
respiratory disorder, respiratory illness

adult respiratory distress syndrome, ARDS, wet lung, white lung - acute lung injury characterized by coughing and rales; inflammation of the
, they may be particularly susceptible to adverse health effects of ETS exposure. Reflecting this view, national asthma guidelines recommend that persons with asthma avoid ETS exposure (5). Clearly, understanding the impact of ETS exposure on health status among adult asthmatics has important clinical and public policy implications. Despite the importance of this question, existing data on the effect of ETS exposure on adults with asthma are surprisingly limited. The few previous epidemiologic studies epidemiologic study A study that compares 2 groups of people who are alike except for one factor, such as exposure to a chemical or the presence of a health effect; the investigators try to determine if any factor is associated with the health effect  in adults have suggested a relationship between ETS exposure and greater respiratory symptoms, medication use, and health care utilization for asthma (6-9). The effects of ETS exposure on pulmonary function among adults with asthma have not been well characterized.

Previous reports using data from the population-based Third National Health and Nutrition Examination Survey (NHANES III) have reported the prevalence of ETS exposure (2,10) and effects of ETS on childhood respiratory symptoms and pulmonary function (11). The present study examines the cross-sectional relationship between serum cotinine, a biomarker of ETS exposure, and pulmonary function in the general population of nonsmoking U.S. adults. The analysis also elucidated the specific impact of ETS exposure among adults with current asthma, a potentially susceptible group.

Methods

Overview. In the analysis I used data from NHANES III, which was conducted by the National Center for Health Statistics National Center for Health Statistics (NCHS) is part of the Centers for Disease Control and Prevention (CDC), which is part of the United States Department of Health and Human Services.

NCHS is the United States' principal health statistics agency.
 of the U.S. Centers for Disease Control and Prevention Centers for Disease Control and Prevention (CDC), agency of the U.S. Public Health Service since 1973, with headquarters in Atlanta; it was established in 1946 as the Communicable Disease Center.  between 1988 and 1994 (12). In the present study, a stratified stratified /strat·i·fied/ (strat´i-fid) formed or arranged in layers.

strat·i·fied
adj.
Arranged in the form of layers or strata.
, multistage mul·ti·stage  
adj.
1. Functioning in more than one stage: a multistage design project.

2. Relating to or composed of two or more propulsion units.
 probability design was used to select a representative sample of the civilian, noninstitutionalized U.S. population. Extensive interviews, including questions on demographic and health information, were conducted with participants in their households. In specially equipped mobile examination centers or their homes, participants underwent a standardized standardized

pertaining to data that have been submitted to standardization procedures.


standardized morbidity rate
see morbidity rate.

standardized mortality rate
see mortality rate.
 examination, which included physical examination, pulmonary function testing Pulmonary Function Test Definition

Pulmonary function tests are a group of procedures that measure the function of the lungs, revealing problems in the way a patient breathes.
, and blood sampling. In this study, I examined the cross-sectional association between ETS exposure and pulmonary function among nonsmoking U.S. adults, with a particular focus on adults with asthma. The study was approved by the National Center for Health Statistics Institutional Review Board.

Study sample. The present study included nonsmoking adult NHANES III participants [greater than or equal to] 17 years of age whose serum cotinine measurements and spirometry data were available. Of the 20,050 adult participants, I excluded 4,990 persons who indicated current smoking and an additional 3,639 subjects who did not undergo spirometry, had unreliable spirometry results, or were missing serum cotinine measurements. I excluded another 840 subjects who had serum cotinine levels of [greater than or equal to] 14 ng/mL, suggesting active current personal smoking (13,14). The present study sample includes 10,581 adult nonsmokers.

Classification of asthma. The survey interviews ascertained selected chronic health conditions, including asthma. Subjects were asked whether they had ever received a physician diagnosis of asthma: "Has a doctor ever told you that you had asthma?" Respondents who indicated an affirmative answer were then asked if they currently had the condition: "Do you still have asthma?" In this study, adults with asthma were defined as respondents who reported current asthma. To reduce misclassification with smoking-related chronic obstructive pulmonary disease chronic obstructive pulmonary disease
n. Abbr. COPD
A chronic lung disease, such as asthma or emphysema, in which breathing becomes slowed or forced.
, asthma was further defined by excluding those subjects who also reported ever having a physician diagnosis of emphysema emphysema (ĕmfĭsē`mə), pathological or physiological enlargement or overdistention of the air sacs of the lungs. A major cause of pulmonary insufficiency in chronic cigarette smokers, emphysema is a progressive disease that commonly  (15,16).

Assessment of ETS exposure. Serum cotinine, a metabolite metabolite, organic compound that is a starting material in, an intermediate in, or an end product of metabolism. Starting materials are substances, usually small and of simple structure, absorbed by the organism as food.  of nicotine nicotine, C10H14N2, poisonous, pale yellow, oily liquid alkaloid with a pungent odor and an acrid taste. It turns brown on exposure to air. , is a widely used and specific biomarker of ETS exposure (1). Because the half-life of cotinine ranges from 7 to 40 hr among nonsmokers exposed to ETS, cotinine reflects exposure during the previous 3-4 days (17,18). Using previously described methods, serum cotinine levels were measured using HPLC/atmospheric-pressure chemical ionization Chemical ionization (CI) is an ionization technique used in mass spectrometry.[1][2][3]

Ionization of sample (analyte) is achieved by interaction of its molecules with reagent ions.
 tandem mass spectrometry Tandem mass spectrometry, also known as MS/MS, involves multiple steps of mass spectrometry selection, with some form of fragmentation occurring in between the stages.  (19). The limit of detection for this method is 0.05 ng/mL.

Self-reported home and work ETS exposure were ascertained by the survey interview. Domestic ETS exposure was defined as an affirmative answer to the question "Does anyone who lives here smoke cigarettes in the home?" Respondents were also asked about ETS exposure at work: "At work, how many hours per day are you close enough to people who smoke so that you can smell the smoke?" Based on this question, work ETS exposure was defined as [greater than or equal to] 1 hr/day.

Pulmonary function measurement. Spirometry was performed according to according to
prep.
1. As stated or indicated by; on the authority of: according to historians.

2. In keeping with: according to instructions.

3.
 the 1987 American Thoracic Society American Thoracic Society (ATS ), established in 1905, is an independently incorporated, international, educational and scientific society, serving its 18,000 members world-wide who are dedicated in respiratory and critical care medicine.  recommendations (20). Examinees performed five to eight forced expiratory ex·pi·ra·to·ry
adj.
Of, relating to, or involving the expiration of air from the lungs.



expiratory

relating to or employed in the expiration of air from the lungs.
 maneuvers. To classify tests for reliability, two senior quality technicians at the spirometry quality control center reviewed all tests (19). In the present analysis, we included only reliable test results.

Smoking. Personal cigarette smoking was ascertained using standard questions developed for the National Health Interview Survey. In this analysis, previous smoking was defined as an affirmative answer to the question "Have you smoked at least 100 cigarettes during your entire life?" and a negative answer to the question "Do you smoke cigarettes now?" (21). Previous research indicates that serum cotinine levels of [greater than or equal to] 14 ng/mL are most consistent with personal smoking (13,14), so subjects who indicated no current smoking but had serum cotinine levels greater than this level were reclassified as current smokers and excluded from analysis.

Other demographic and personal characteristics. The demographic and personal characteristics that are potentially related to ETS exposure and pulmonary function were examined. I chose education as a key socioeconomic indicator, which was ascertained as the highest grade or year of school completed. Because income can be a cause or result of health status, I performed the analyses with and without controlling for income. Low family income was defined using a survey item that ascertained whether combined family income from all sources was more than or less than $20,000 during the past 12 months. The survey ascertained race/ethnicity in a standardized manner. For this analysis, I defined race/ethnicity as white, non-Hispanic, and other categories.

Statistical analysis. Statistical analysis was performed using SAS (1) (SAS Institute Inc., Cary, NC, www.sas.com) A software company that specializes in data warehousing and decision support software based on the SAS System. Founded in 1976, SAS is one of the world's largest privately held software companies. See SAS System. , version 6.12 (SAS Institute SAS Institute Inc., headquartered in Cary, North Carolina, USA, has been a major producer of software since it was founded in 1976 by Anthony Barr, James Goodnight, John Sall and Jane Helwig. , Cary, NC) and SUDAAN, version 7.5 (Research Triangle Institute The Research Triangle Institute (RTI) is a non-profit research organization based in the Research Triangle Park (RTP) of North Carolina. RTI is the oldest tenant of this major research park, and the sister organization to the Research Triangle Foundation. , Research Triangle Park Research Triangle Park, research, business, medical, and educational complex situated in central North Carolina. It has an area of 6,900 acres (2,795 hectares) and is 8 × 2 mi (13 × 3 km) in size. Named for the triangle formed by Duke Univ. , NC). In all analyses, I used sampling weights to adjust for unequal probabilities of selection and to account for non-response. SUDAAN was used to calculate variance estimates that account for the complex survey design (22).

For bivariate bi·var·i·ate  
adj.
Mathematics Having two variables: bivariate binomial distribution.

Adj. 1.
 comparisons, I used linear regression analysis for normally distributed continuous variables and the chi-square test chi-square test: see statistics.  for categorical That which is unqualified or unconditional.

A categorical imperative is a rule, command, or moral obligation that is absolutely and universally binding.

Categorical is also used to describe programs limited to or designed for certain classes of people.
 variables. The prevalence of ETS exposure among persons with and without asthma was evaluated using several exposure measures: any detectable serum cotinine, self-reported domestic exposure, and self-reported work exposure. Intensity of ETS exposure was based on serum cotinine level.

I determined predicted pulmonary function values using the Crapo predictive equations based on age, height, and sex (23). For adults with asthma, I also applied the alternative Hankinson predictive equations, which were derived from lifelong nonsmoking NHANES III participants without any reported history of asthma, other respiratory diseases, or respiratory symptoms (24). These predictive equations are based on age, sex, height, and race/ethnicity. Because these equations were derived from a group of NHANES III participants that substantially overlaps with the total nonsmoking group in this analysis, these equations were only applied to analyses restricted to adults with asthma. Residuals, which are observed minus predicted values, were generated for forced expiratory volume in 1 sec (FE[V.sub.1]), forced vital capacity (FVC), and FE[V.sub.1]/FVC ratio to adjust for age, sex, and height (and race/ethnicity, for the Hankinson equations).

The analytic aim was to determine the cross-sectional association between ETS exposure, as measured by serum cotinine level, and each pulmonary function residual. To assess this exposure-outcome relationship, I examined three groups of subjects: total group of adult nonsmoking subjects, adults who never smoked, and nonsmoking adults with asthma. Because the results appeared to differ by sex, all analyses were stratified by sex.

In each group, multivariate linear regression analysis was conducted. As a predictor variable Noun 1. predictor variable - a variable that can be used to predict the value of another variable (as in statistical regression)
variable quantity, variable - a quantity that can assume any of a set of values
, I evaluated serum cotinine both as tertiles (11) and as a continuous variable. For each pulmonary function outcome, I examined the impact of cotinine level on the residual pulmonary function measurement, which adjusts for age, sex, and height. I then performed multivariate linear regression to control for the potential confounding confounding

when the effects of two, or more, processes on results cannot be separated, the results are said to be confounded, a cause of bias in disease studies.


confounding factor
 effects of previous smoking history, race/ethnicity, and socioeconomic status socioeconomic status,
n the position of an individual on a socio-economic scale that measures such factors as education, income, type of occupation, place of residence, and in some populations, ethnicity and religion.
 (education level and low income). Because income can be the cause or result of impaired health status, regression models with and without income were considered. Because the results were similar, only the analyses that include income are presented. I also examined previous smoking in terms of cumulative exposure (pack-years), which did not appreciably affect the results (data not presented).

To further ensure that the highest cotinine tertile was not composed of intermittent personal smokers, I repeated all analyses using a lower serum cotinine cutoff of [greater than or equal to] 10 ng/mL. This additional restriction affected < 0.5% of subjects in each group: n = 50 nonsmokers, n = 26 never smokers, and n = 1 adult with asthma. I found no appreciable change in the results (data not shown).

Results

Demographic characteristics. After exclusions, the study sample included 440 nonsmoking adults with current self-reported physician-diagnosed asthma, which represents 4.9 million adults in the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. . Among the nonsmoking study sample, the prevalence of current asthma was 4.4% [95% confidence interval (CI), 3.7-5.0%]. Compared to adults without asthma, those with asthma were younger (mean age, 44.6 vs. 42.3 years), were more likely to be female (66.3% vs. 55.7%), and had lower pulmonary function measurements (Table 1). I found no statistical differences in race/ethnicity, previous personal cigarette smoking history, or socioeconomic status (educational attainment Educational attainment is a term commonly used by statisticans to refer to the highest degree of education an individual has completed.[1]

The US Census Bureau Glossary defines educational attainment as "the highest level of education completed in terms of the
 and proportion with low income).

ETS exposure. Adults with and without asthma had similar prevalence and intensity of ETS exposure (p > 0.10; Table 2). Most adults with asthma had detectable serum cotinine levels, indicating recent ETS exposure (85.7%). The prevalence of exposure was similar to those without asthma (83.4%). I also found no differences in self-reported domestic ETS exposure (i.e., lives with a smoker smoker A person who smokes tobacco, almost always understood to be cigarettes Ratio of ♂:♀ smokers Philippines64/19, China61/7, Saudi Arabia53/2, Russia50/12 ) or self-reported work exposure (i.e., reports being close enough to smell smoke at work [greater than or equal to] 1 hr/day). Compared to adults without asthma, adults with asthma had similar ETS exposure intensity (median cotinine, 0.19 vs. 0.16 ng/mL).

Self-reported ETS exposure was related to serum cotinine level. The number of smokers at home was moderately correlated with serum cotinine (Spearman spear·man  
n.
A man, especially a soldier, armed with a spear.
 rank correlation In statistics, rank correlation is the study of relationships between different rankings on the same set of items. It deals with measuring correspondence between two rankings, and assessing the significance of this correspondence.  = 0.44, p < 0.0001). Reported daily duration of workplace ETS exposure was also associated with cotinine level (Spearman r = 0.30, p < 0.0001).

ETS exposure and pulmonary function among adult nonsmokers. Among 10,581 adult nonsmokers, which represent 112.2 million U.S. adults, the association between ETS exposure and pulmonary function varied by sex. In the male stratum, the medium and high cotinine tertiles were associated with a decreased FE[V.sub.1]/FVC ratio compared to the lowest tertile (Table 3). When treated as a continuous variable, higher cotinine levels were also related to decreased FE[V.sub.1]/FVC ratio. In analysis adjusting for age and height, I found no statistical relationship between cotinine level and FE[V.sub.1] or FVC. After controlling for race/ethnicity, previous smoking history, and socioeconomic indicators (education level and low income), the medium cotinine tertile was associated with a greater FE[V.sub.1] and FVC compared to the lowest exposure group (mean increment To add a number to another number. Incrementing a counter means adding 1 to its current value. , 78 and 94 mL, respectively). Despite this finding, I found no statistical association between the highest cotinine tertile and either FE[V.sub.1] or FVC.

In the female stratum, cotinine levels were negatively associated with every measure of pulmonary function (Table 3). Adjusting for age and height, the medium and highest cotinine tertiles were related to decreased FE[V.sub.1], FVC, and FE[V.sub.1]/FVC ratio. In multivariate analysis multivariate analysis,
n a statistical approach used to evaluate multiple variables.

multivariate analysis,
n a set of techniques used when variation in several variables has to be studied simultaneously.
 controlling for additional covariates, the highest cotinine tertile was statistically associated with a lower FE[V.sub.1] (-100 mL; 95% CI,-143 to-56 mL), FVC (-119 mL; 95% CI,-168 to-69 mL), and FE[V.sub.1]/FVC ratio (-1.77%; 95% CI, -2.18% to -1.36%). As a continuous variable, greater cotinine levels were also related to decreased FE[V.sub.1], FVC, and FE[V.sub.1]/FVC ratio (Table 3).

When the sample was further restricted to adults who had never smoked, I observed the same pattern of results (Table 4). Among male adults, the medium and highest cotinine tertiles were associated with decreased FE[V.sub.1]/FVC ratio. Although the medium cotinine tertile was related to a higher FE[V.sub.1] and FVC in the multivariate analysis, I found no statistical relation between the highest tertile and either spirometric measure. In the female stratum, the medium and highest cotinine tertiles were associated with decreased levels of every pulmonary function measure, adjusting for age and height. After controlling for the additional personal and socioeconomic covariates, the highest cotinine tertile was associated with decreased FE[V.sub.1] (-116 mL; 95% CI,-154 to -77 mL), FVC (-143 mL; CI, -187 to -99 mL), and FE[V.sub.1]/FVC ratio (-1.82%; CI, -2.25% to -1.39%).

ETS exposure and pulmonary function among nonsmoking adults with asthma. Among male adults with asthma, the highest cotinine tertile was associated with a lower age- and height-adjusted FE[V.sub.1]/FVC ratio, even after controlling for race/ethnicity, previous smoking history, and socioeconomic indicators (Table 5). The medium cotinine tertile was related to a higher FE[V.sub.1] and FVC. However, I found no relation between the highest cotinine tertile and either measure. As a continuous variable, cotinine level was also not related to FE[V.sub.1] or FVC.

In the female stratum, the overall pattern of results suggested a relationship between greater cotinine levels and lower pulmonary function. After controlling for all covariates, the highest cotinine tertile was associated with decreased FE[V.sub.1] (-261 mL; 95% CI, -492 to -30 mL), FVC (-291 mL; 95% CI, -601 to 20 mL), and FE[V.sub.1]/FVC ratio (-1.6%; 95% CI, -3.3% to 0.19%). The confidence interval for FVC and FE[V.sub.1]/FVC did not exclude a lack of relationship. When considered as a continuous variable, greater cotinine level was statistically associated with a lower FE[V.sub.1]/FVC ratio (-0.74 for each 1 ng/mL cotinine increment; 95% CI, -1.4 to -0.74).

To further evaluate the association between ETS exposure and pulmonary function among adults with asthma, I repeated the analysis using the Hankinson spirometric reference values ref·er·ence values
pl.n.
A set of laboratory test values obtained from an individual or from a group in a defined state of health.
 derived from NHANES III participants with no lifetime smoking history, no asthma, and no other respiratory symptoms or conditions. I found no statistical association between cotinine level and any pulmonary function measurement among men (Table 6). In the female stratum, the highest cotinine tertile was associated with decreased FE[V.sub.1] (-250 mL; 95% CI, -487 to -14 mL), FVC (-275 mL; 95% CI, -583 to 34 mL), and FE[V.sub.1]/FVC ratio (-1.9%; 95% CI, -6.1% to 2.2%).

ETS exposure at home and work. Because the pulmonary function results appeared to differ by sex, I examined the relationhip between sex and self-reported location of ETS exposure. In the entire nonsmoking sample, a similar proportion of males (14.3%) and females (14.9%) indicated home ETS exposure (p = 0.51). Nearly twice as many male subjects reported work exposure (27.7% vs. 15.2%, ? < 0.0001). Among adults with asthma, I found also no statistical difference in self-reported home exposure between male (18.8%) and female respondents (14.3%; p = 0.41). A greater proportion of male subjects with asthma reported exposure to ETS at work (35.9% vs. 20.6%, p = 0.07).

In the male stratum of the entire nonsmoking sample and the asthma sample, the medium cotinine tertile was statistically associated with greater mean FE[V.sub.1]. When I added location of exposure to these multivariate linear regression analyses, the medium cotinine tertile was less strongly associated with FE[V.sub.1] in the entire nonsmoking group (coefficient decreased by 17%) and the asthma group (coefficient decreased by 5%).

Discussion

ETS exposure was widespread among nonsmoking U.S. adults, with no evidence of selective avoidance by persons with current asthma. Among nonsmoking women, ETS exposure was associated with a moderate reduction in pulmonary function. In the subgroup sub·group  
n.
1. A distinct group within a group; a subdivision of a group.

2. A subordinate group.

3. Mathematics A group that is a subset of a group.

tr.v.
 of women with asthma, ETS exposure was also related to decreased pulmonary function. Compared to the general population of nonsmoking adults, the reduction in pulmonary function appeared even greater among adult women with asthma (e.g., FE[V.sub.1] decrement To subtract a number from another number. Decrementing a counter means to subtract 1 or some other number from its current value. , -261 vs.-100 mL). In men, however, I found no evidence that ETS exposure was related to decreased pulmonary function among nonsmoking adults or those with asthma. These results support a deleterious deleterious adj. harmful.  effect of ETS on the respiratory health of women, especially those with asthma.

A significant proportion of U.S. adults report exposure to ETS, ranging from 37% to 63% (1-3). A previous report from NHANES III documented that most children and adults had detectable serum cotinine levels, indicating ETS exposure (2). Because adults with asthma have a chronic respiratory disease, they might be expected to avoid ETS exposure. Few previous studies have tested this assumption. In a cohort of adults with asthma living in northern California Northern California, sometimes referred to as NorCal, is the northern portion of the U.S. state of California. The region contains the San Francisco Bay Area, the state capital, Sacramento; as well as the substantial natural beauty of the redwood forests, the northern , 46% reported recent ETS exposure (25). Among adult health maintenance organization members with asthma, 38% indicated regular ETS exposure (8). Neither study compared subjects with asthma to a general population referent ref·er·ent  
n.
A person or thing to which a linguistic expression refers.

Noun 1. referent - something referred to; the object of a reference
 group. A population-based study from Canada found that 42% of nonsmoking children and adults with asthma reported ETS exposure during the previous 24 hr, compared with 32% of the general population (26). In a nationally representative sample of U.S. adults, the present analysis found no evidence that adults with asthma have a lower prevalence or intensity of ETS exposure.

In children, more than 30 studies have linked domestic ETS exposure with decreased development of lung function (1). Among adults, the impact of ETS on pulmonary function has been less clear. In several studies, self-reported ETS exposure was associated with decreased FE[V.sub.1], FVC, or FE[V.sub.1]/FVC ratio (27-33). Supporting these deleterious effects of ETS, we found an increase in pulmonary, function among 53 bartenders after reduction in workplace ETS exposure during an 8-week period (34). Two other observational studies observational studies,
n.pl an investigational method involving description of the associations be-tween interventions and outcomes. Outcomes research and practice audits are examples of this investigational method.
 demonstrated a relation between ETS exposure and decreased forced expiratory flow forced expiratory flow
n.
Abbr. FEF The flow of air from the lungs during measurement of forced vital capacity.
, midexpiratory phase (FE[F.sub.25%-75%]), but not FE[V.sub.1] or FVC (35,36). Other investigators have found no consistent relationship between ETS exposure and pulmonary function in adults (37-46).

Nearly all previous studies that examined the effects of ETS exposure on adult pulmonary function have relied on self-reported exposure assessment. Ascertainment of ETS exposure by self-report is potentially subject to information bias, which limits interpretation of these studies. For example, persons with impaired pulmonary function might be more likely to remember and report ETS exposure, whereas unaffected persons might underreport un·der·re·port  
tr.v. un·der·re·port·ed, un·der·re·port·ing, un·der·re·ports
To report (income or crime statistics, for example) as being less than actually is the case.
 ETS exposure. Alternatively, adults who develop a pulmonary function decrement from ETS exposure or other causes may subsequently avoid ETS exposure, attenuating the observed impact of ETS on pulmonary function in a cross-sectional analysis Cross-sectional analysis

Assessment of relationships among a cross-section of firms, countries, or some other variable at one particular time.
. Furthermore, nondifferential misclassification of exposure status would likely reduce the estimated effect of ETS exposure.

In one of the few other studies using objective ETS exposure assessment in adults, Carey et al. (47) demonstrated a cross-sectional association between greater cotinine levels and decreased FE[V.sub.1] in British adults (105-mL decrement in the highest quintile quin·tile  
n.
1. The astrological aspect of planets distant from each other by 72° or one fifth of the zodiac.

2. Statistics The portion of a frequency distribution containing one fifth of the total sample.
). In a smaller study of 301 Scottish adults, serum cotinine level, as a continuous variable, was not related to pulmonary function (33). Another small study found no impact of ETS exposure, confirmed by urinary cotinine measurement, on peak expiratory flow peak expiratory flow
n.
The maximum flow of air at the outset of forced expiration, which is reduced in proportion to the severity of airway obstruction, as in asthma.
 variability among healthy nonsmoking adults (48). The present population-based study, which uses a biomarker to minimize misclassification of ETS exposure, further establishes the link between ETS exposure and pulmonary function impairment.

Although adults with asthma comprise a potentially susceptible population, the impact of ETS exposure on their pulmonary function has not been well characterized. In a population-based sample of Swiss adults with asthma, self-reported workplace ETS exposure was associated with decreased FE[V.sub.1] (4.8% decrement) (43). Domestic ETS exposure was not examined and ETS biomarkers were not measured. Other investigators examined the impact of self-reported ETS exposure on 200 adults with asthma who were attending a university-based chest clinic in India (7). Compared with unexposed patients, adult asthmatics reporting ETS exposure had lower FE[V.sub.1] (68.7% vs. 80.8% of predicted) and FE[V.sub.1]/FVC (63.5% vs. 78.4%). Based on data from a study in Tuscon, Arizona, there was no apparent relationship between ETS exposure and peak expiratory flow among adults with asthma (49). The present study provides important information that supports the relationship between ETS exposure and pulmonary function decrement among women with asthma.

Because ETS contains potent respiratory irritants, exposure may adversely affect bronchial bronchial /bron·chi·al/ (brong´ke-al) pertaining to or affecting one or more bronchi.

bron·chi·al
adj.
Relating to the bronchi, the bronchial tubes, or the bronchioles.
 smooth muscle tone or induce airway inflammation in adults with asthma (1). Controlled chamber exposure studies support the biologic plausibility of ETS-related asthma exacerbation ex·ac·er·ba·tion
n.
An increase in the severity of a disease or in any of its signs or symptoms.



ex·ac
. After short-term exposure of 1-3 hr, many asthmatics experience a decline in FE[V.sub.1] (50-53). Pretreatment pretreatment,
n the protocols required before beginning therapy, usually of a diagnostic nature; before treatment.

pretreatment estimate,
n See predetermination.
 with bronchodilators Bronchodilators Definition

Bronchodilators are medicines that help open the bronchial tubes (airways) of the lungs, allowing more air to flow through them.
 appears to prevent the acute decline in FE[V.sub.1] in previously reactive subjects (54). Other studies, however, have found no effect of acute chamber ETS exposure on lung function in asthmatic subjects (55,56). Interpretation of these controlled exposure studies is limited by small sample size, variable subject inclusion criteria
For Wikipedia's inclusion criteria, see: What Wikipedia is not.


Inclusion criteria are a set of conditions that must be met in order to participate in a clinical trial.
, and variation in chamber exposure methodology. Nonetheless, these experimental studies support the plausibility of ETS-induced pulmonary function decline in adults with asthma.

The analysis is subject to certain limitations. Using this cross-sectional data Cross-sectional data in statistics and econometrics is a type of one-dimensional data set. Cross-sectional data refers to data collected by observing many subjects (such as individuals, firms or countries/regions) at the same point of time, or without regard to differences in time. , the analysis could not separate the acute from chronic effects of ETS exposure on pulmonary function. Previous studies have documented both acute (57) and chronic effects (1) of ETS exposure on pulmonary function. Moreover, cotinine reflects ETS exposure during the past 3-4 days. To assess the chronic impact of ETS exposure on pulmonary function requires the assumption that current exposure is a good proxy for previous exposure. Using a survey-based ETS exposure instrument, our group found that self-reported ETS exposure was stable over a 6-7 month period (25). Even so, the possibility of changing exposure status over time cannot be excluded.

Because this study was cross-sectional, the causal pathway cannot be dearly defined in all cases. The association between ETS exposure and decreased pulmonary function in women cannot be plausibly explained by a reverse chain of events, that impaired pulmonary function causes women to increase their ETS exposure. In men, however, the relationship between ETS exposure and higher pulmonary function in the medium cotinine tertile could be explained by selective ETS avoidance (i.e., that lower pulmonary function or associated respiratory symptoms cause men to decrease their exposure). Supporting this idea, men were more likely than women to report work exposure, a potentially more avoidable exposure location. Moreover, controlling for exposure location attenuated Attenuated
Alive but weakened; an attenuated microorganism can no longer produce disease.

Mentioned in: Tuberculin Skin Test


attenuated

having undergone a process of attenuation.
 this relation between ETS exposure and higher pulmonary function.

Despite extensive evidence that ETS has serious long-term health consequences such as lung cancer lung cancer, cancer that originates in the tissues of the lungs. Lung cancer is the leading cause of cancer death in the United States in both men and women. Like other cancers, lung cancer occurs after repeated insults to the genetic material of the cell.  and cardiovascular disease Cardiovascular disease
Disease that affects the heart and blood vessels.

Mentioned in: Lipoproteins Test

cardiovascular disease 
, exposure remains widespread. Persons who actively smoke may resist efforts to curtail their behavior. Many members of the public also do not believe that ETS poses a threat to their health. Among bartenders working in San Francisco, California “San Francisco” redirects here. For other uses, see San Francisco (disambiguation).

The City and County of San Francisco (EN IPA: [sænfrənˈsɪskoʊ] 
, our group found that 21% expressed the belief that ETS exposure has no adverse effect on their personal health (34). Business owners, especially restaurant, bar, and hotel proprietors, are concerned that public smoking prohibition may result in economic losses. Taken together, these factors constitute a significant barrier to establishing smoke-free public places. The observed association between ETS exposure and pulmonary function decrement should provide further impetus for public policies aimed at creating smoke-free environments.
Table 1. Demographic and personal characteristics of nonsmoking adult
NHANES III participants with and without asthma.

                                   Adults with    Adults with-
Variable                             asthma       out asthma

Sample size (unweighted)               440          10,141
Estimated population (weighted)     4,881,125     112,236,176
Age (mean, SE)                     42.3 (0.91)    44.6 (0.53)
Sex (% female)                        66.3           55.7
Race/ethnicity (% white)              75.6           76.0
Low income (%) (a)                    30.3           27.8
Education (mean years, SE)         12.9 (0.25)    13.0 (0.12)
Previous cigarette smoking (%)        34.9           32.6
FE[V.sub.1] (mean, SE)             2.79 (0.07)    3.02 (0.03)
FVC (mean, SE)                     3.80 (0.10)    4.01 (0.03)
FE[V.sub.1]/FVC ratio (%)           73 (0.8)       80 (0.2)

                                   p-Value for
Variable                           difference

Sample size (unweighted)               --
Estimated population (weighted)        --
Age (mean, SE)                        0.012
Sex (% female)                        0.033
Race/ethnicity (% white)              0.87
Low income (%) (a)                    0.53
Education (mean years, SE)            0.61
Previous cigarette smoking (%)        0.53
FE[V.sub.1] (mean, SE)              < 0.0001
FVC (mean, SE)                        0.049
FE[V.sub.1]/FVC ratio (%)           < 0.0001

Sample included all nonsmoking adults [greater than or equal to] 17
years of age who had serum cotinine measurements and reliable
spirometry results.

(a) Total annual family income < $20,000.

Table 2. Prevalence of exposure (95% CI) and intensity of exposure
(median, 25th-75th IQR) to ETS among adult nonsmokers by asthma status.

                                                         Adults
Prevalence measure                                    with asthma

Detectable cotinine level (%)                       85.7 (80.5-90.9)
Intensity of ETS exposure                            0.19 (0.08-0.58)
  [median cotinine level (ng/mL), 25th-75th IQR]
Self-reported domestic exposure (%)                 15.8 (10.7-21.0)
  (lives with a smoker)
Self-reported work exposure (%)                     25.8 (18.8-32.8)
  (close enough to smell smoke
    [greater than or equal to] 1 hr/day)

                                                         Adults
Prevalence measure                                   without asthma

Detectable cotinine level (%)                       83.4 (81.1-85.7)
Intensity of ETS exposure                            0.16 (0.07-0.42)
  [median cotinine level (ng/mL), 25th-75th IQR]
Self-reported domestic exposure (%)                 14.6 (13.1-16.1)
  (lives with a smoker)
Self-reported work exposure (%)                     20.4 (18.4-22.5)
  (close enough to smell smoke
    [greater than or equal to] 1 hr/day)

Prevalence measure                                      p-Value

Detectable cotinine level (%)                             0.38
Intensity of ETS exposure                                 0.92
  [median cotinine level (ng/mL), 25th-75th IQR]
Self-reported domestic exposure (%)                       0.63
  (lives with a smoker)
Self-reported work exposure (%)                           0.11
  (close enough to smell smoke
    [greater than or equal to] 1 hr/day)

IQR, interquartile range.

Table 3. ETS exposure and pulmonary function among nonsmoking adult
participants in NHANES III shown by change in mean residual value
(95% CI).

                                 FE[V.sub.1] (mL)

Sex/cotinine       Adjusted for age
  level (a)         and height (b)            Multivariate (b)

Males (c)
  L                        --                        --
  M                 75 (-4 to 153)             78 (4 to 153)
  H                 22 (-38 to 83)             47 (-11 to 106)
  Cont             -15 (-36 to 6)              -2.7(-21 to 15)
Females (d)
  L                        --                        --
  M                -53 (-96 to -9)            -38 (-81 to 6)
  H               -142 (-189 to -95)         -100 (-143 to -56)
  Cont             -46 (-60 to -33)           -38 (-51 to -25)

                                     FVC (mL)

Sex/cotinine       Adjusted for age
  level (a)           and height               Multivariate

Males (c)
  L                        --                        --
  M                 86 (-6 to 179)             94 (5 to 182)
  H                -17 (-96 to 61)             19 (-56 to 94)
  Cont             -26 (-58 to 6)              -9 (-36 to 17)
Females (d)
  L                        --                        --
  M                -55 (-103 to -6)           -37 (-86 to 11)
  H               -169 (-221 to -117)        -119 (-168 to -69)
  Cont             -51 (-66 to -37)           -41 (-55 to -27)

                           FE[V.sub.1]/FVC ratio (%)

Sex/cotinine       Adjusted for age
  level (a)           and height               Multivariate

Males (c)
  L                       --                        --
  M             -0.57 (-0.88 to -0.26)    -0.53 (-0.80 to -0.26)
  H             -1.27 (-1.62 to -0.92)    -1.18 (-1.49 to -0.87)
  Cont          -0.24 (-0.32 to -0.16)    -0.22 (-0.32 to -0.12)
Females (d)
  L                       --                        --
  M             -0.64 (-1.05 to -0.33)    -0.61 (-0.96 to -0.26)
  H             -1.80 (-2.21 to -1.39)    -1.77 (-2.18 to -1.36)
  Cont          -0.40 (-0.56 to -0.24)    -0.42 (-0.58 to -0.26)

(a) Cotinine analyzed as tertiles: L, lowest (0-0.093 ng/mL); M, medium
(> 0.093 to 3.16 ng/mL); H, highest (> 3.16 ng/mL); Cont, continuous
variable. (b) Residual values calculated as observed minus expected
values. Expected values derived from Crapo equations based on age, sex,
and height; multivariate models also adjust for educational attainment,
low income, previous smoking history (if any), and race/ethnicity.
(c) No. participants = 4,491; estimated population = 49,259,167.
(d) No. participants = 6,090; estimated population = 62,977,009.

Table 4. ETS exposure and pulmonary function among adult participants
in NHANES III who never smoked shown by change in mean residual value
(95% CI).

                                 FE[V.sub.1] (mL)

Sex/cotinine        Adjusted for age
  level (a)          and height (b)           Multivariate (b)

Males (c)
  L                        --                        --
  M                 114 (7 to 221)            130 (29 to 230)
  H                   4 (-78 to 87)            45 (-32 to 120)
  Cont              -34 (-60 to -9)           -19 (-39 to 0)
Females (d)
  L                        --                        --
  M                 -43 (-84 to -1)           -24 (-66 to 18)
  H                -168 (-209 to -126)       -116 (-154 to -77)
  Cont              -58 (-78 to -37)          -44 (-63 to -25)

                                     FVC (mL)

Sex/cotinine       Adjusted for age
  level (a)           and height                Multivariate

Males (c)
  L                       --                        --
  M                134 (-8 to 277)           157 (26 to 288)
  H                -38 (-148 to 73)           20 (-84 to 124)
  Cont             -45 (-95 to 5)            -23 (-63 to 17)
Females (d)
  L                       --                        --
  M                -56 (-111 to -0.5)         -33 (-87 to 22)
  H               -209 (-256 to -162)        -143 (-187 to -99)
  Cont             -65 (-88 to -42)           -48 (-69 to -27)

                           FE[V.sub.1]/FVC ratio (%)

Sex/cotinine       Adjusted for age
  level (a)           and height               Multivariate

Males (c)
  L                       --                        --
  M             -0.49 (-0.90 to 0.078)    -0.45 (-0.84 to -0.058)
  H             -1.17 (-1.56 to -0.78)    -1.06 (-1.47 to -0.65)
  Cont          -0.23 (-0.35 to -0.11)    -0.18 (-0.28 to -0.08)
Females (d)
  L                       --                        --
  M             -0.70 (-1.09 to -0.31)    -0.60 (-0.97 to -0.23)
  H             -2.01 (-2.42 to -1.60)    -1.82 (-2.25 to -1.39)
  Cont          -0.54 (-0.71 to -0.36)    -0.51 (-0.67 to -0.35)

(a) Cotinine analyzed as tertiles: L, lowest (0-0.093 ng/mL); M, medium
(> 0.093 to 3.16 ng/mL); H, highest (> 3.16 ng/mL); Cont, continuous
variable. (b) Residual values calculated as observed minus expected
values. Expected values derived from Crapo equations based on age, sex,
and height; multivariate models also adjust for educational attainment,
low income, previous smoking history (if any), and race/ethnicity.
(c) No. participants = 2,567; estimated population = 28,631,542.
(d) No. participants = 4,858; estimated population = 49,916,128.

Table 5. ETS exposure and pulmonary function among nonsmoking adults
with asthma participating in NHANES III shown by change in mean
residual value (95% CI).

                                FE[V.sub.1] (mL)

Sex/cotinine       Adjusted for age
  level (a)         and height (b)           Multivariate (b)

Males (c)
  L                       --                        --
  M                572 (91 to 1,053)         569 (78 to 1,060)
  H                209 (-224 to 642)         242 (-169 to 653)
  Cont             -85 (-197 to 28)          -74 (-162 to 14)
Females (d)
  L                       --                        --
  M                -68 (-288 to 152)         -87 (-278 to 104)
  H               -232 (-457 to -8)         -261 (-492 to -30)
  Cont             -58 (-172 to 56)          -52 (-157 to 53)

                                    FVC (mL)

Sex/cotinine       Adjusted for age
  level (a)           and height               Multivariate

Males (c)
  L                       --                        --
  M                222 (-103 to 547)         222 (-92 to 536)
  H                -84 (-424 to 256)         -30 (-331 to 271)
  Cont             -42 (-167 to 84)          -24 (-107 to 59)
Females (d)
  L                       --                        --
  M                -46 (-288 to 195)         -63 (-278 to 152)
  H               -276 (-603 to 51)         -291 (-601 to 20)
  Cont             -90 (-219 to 39)          -77 (-186 to 32)

                           FE[V.sub.1]/FVC ratio (%)

Sex/cotinine       Adjusted for age
  level (a)           and height               Multivariate

Males (c)
  L                      --                        --
  M             -0.58 (-1.9 to 0.72)      -0.54 (-1.8 to 0.73)
  H             -1.9 (-3.1 to -0.68)      -1.6 (-2.8 to -0.30)
  Cont          -0.76 (-1.1 to -0.41)     -0.74 (-0.95 to -0.53)
Females (d)
  L                      --                        --
  M             -0.40 (-2.0 to 1.2)       -0.46 (-2.0 to 1.1)
  H             -1.4 (-3.0 to 0.31)       -1.6 (-3.3 to 0.19)
  Cont          -0.74 (-1.29 to -0.19)    -0.74 (-1.4 to -0.74)

(a) Cotinine analyzed as tertiles: L, lowest (0-0.093 ng/mL); M, medium
(> 0.093-3.16 ng/mL); H, highest (> 3.16 ng/mL); Cont, continuous
variable. (b) Residual values calculated as observed minus expected
values. Expected values derived from Crapo equations based on age, sex,
and height; multivariate models also adjust for educational attainment,
low income, previous smoking history (if any), and race/ethnicity.
(c) No. participants = 145; estimated population = 1,646,890.
(d) No. participants = 295; estimated population = 3,234,235.

Table 6. The association between ETS exposure and pulmonary function
among adults with asthma, using predicted spirometry values from NHANES
III participants who never smoked and had no respiratory symptoms or
conditions, shown by change in mean residual value (95% CI). (a)

Sex/cotinine level (b)      FE[V.sub.1] (mL)            FVC (mL)

Males (c)
  L                                 --                      --
  M                         423 (-72 to 918)         95 (-241 to 431)
  H                          90 (-385 to 565)      -166 (-509 to 178)
  Cont                      -47 (-131 to 37)         30 (-64 to 124)
Females(d)
  L                                 --                      --
  M                         -110 (-314 to 95)      -135 (-340 to 71)
  H                         -250 (-487 to -14)     -275 (-583 to 34)
  Cont                       -44 (-163 to 75)        53 (-64 to 171)

Sex/cotinine level (b)    FE[V.sub.1]/FVC ratio

Males (c)
  L                                 --
  M                         7.6 (-32 to 18.4)
  H                         3.7 (-6.1 to 13.5)
  Cont                     -1.6 (-3.4 to 0.18)
Females(d)
  L                                 --
  M                        -0.5 (-4.4 to 3.4)
  H                        -1.9 (-6.1 to 2.2)
  Cont                     -0.23 (-2.0 to 1.5)

(a) Residual values were calculated as observed minus expected values;
expected values were derived from Hankinson equations based on age,
sex, race/ethnicity (white, African American, Mexican American), and
height. All results were based on multivariate models that also adjust
for age, educational attainment, low income, and previous smoking
history (if any). The estimated population excludes 17 subjects who did
not report race/ethnicity as white, African American or black, or
Mexican American. (b) Cotinine analyzed as tertiles: L, lowest
(0-0.109 ng/mL); M, medium (> 0.109-3.68 ng/mL); H, highest (> 3.68
ng/mL); Cont, continuous variable. (c) No. participants = 141;
estimated population = 1,565,460. (d) No. participants = 282; estimated
population = 2,971,841.


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About 180 diseases fall into this category of breathing disorders. Injury or foreign substances in the lungs (such as asbestos fibers) as well as infections, cancers, or inherited disorders may cause the diseases.
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Address correspondence to M.D. Eisner, University of California The University of California has a combined student body of more than 191,000 students, over 1,340,000 living alumni, and a combined systemwide and campus endowment of just over $7.3 billion (8th largest in the United States).  San Francisco San Francisco (săn frănsĭs`kō), city (1990 pop. 723,959), coextensive with San Francisco co., W Calif., on the tip of a peninsula between the Pacific Ocean and San Francisco Bay, which are connected by the strait known as the Golden , 350 Parnassus Avenue, Suite 609, San Francisco, CA 94117 USA. Telephone: (415) 476-7351. Fax: (415) 476-6426. Email: eisner@itsa.ucsf.edu

I thank P. Blanc for his review of the manuscript.

This work was supported by grant K23 HL04201 from the National Heart, Lung, and Blood Institute, National Institutes of Health, and grant 10RT-0108 from the University of California Tobacco-Related Disease Research Program.

Received 5 December 2001; accepted 23 January 2002.

Mark D. Eisner

Division of Occupational and Environmental Medicine and Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of California, San Francisco Coordinates:  , California, USA
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