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Acute respiratory diseases and carboxyhemoglobin status in school children of Quito, Ecuador.


Outdoor carbon monoxide carbon monoxide, chemical compound, CO, a colorless, odorless, tasteless, extremely poisonous gas that is less dense than air under ordinary conditions. It is very slightly soluble in water and burns in air with a characteristic blue flame, producing carbon dioxide;  comes mainly from vehicular emissions, and high concentrations occur in areas with heavy traffic congestion The condition of a network when there is not enough bandwidth to support the current traffic load.

congestion - When the offered load of a data communication path exceeds the capacity.
. CO binds to hemoglobin, forming carboxyhemoglobin carboxyhemoglobin /car·boxy·he·mo·glo·bin/ (-he´mo-glo?bin) hemoglobin combined with carbon monoxide, which occupies the sites on the hemoglobin molecule that normally bind with oxygen and which is not readily displaced from the molecule.  (COHb), and reduces oxygen delivery. We investigated the link between the adverse effects of CO on the respiratory system respiratory system: see respiration.
respiratory system

Organ system involved in respiration. In humans, the diaphragm and, to a lesser extent, the muscles between the ribs generate a pumping action, moving air in and out of the lungs through a
 using COHb as a marker for chronic CO exposure. We examined the relationship between acute respiratory infections (ARIs) and COHb concentrations in school-age children living in urban and suburban areas of Quito, Ecuador. We selected three schools located in areas with different traffic intensities and enrolled 960 children. To adjust for potential confounders we conducted a detailed survey. In a random subsample sub·sam·ple  
n.
A sample drawn from a larger sample.

tr.v. sub·sam·pled, sub·sam·pling, sub·sam·ples
To take a subsample from (a larger sample).
 of 295 children, we determined that average COHb concentrations were significantly higher in children attending schools in areas with high and moderate traffic, compared with the low-traffic area. The percentage of children with COHb concentrations above the safe level of 2.5% were 1, 43, and 92% in low-, moderate-, and high-traffic areas, respectively. Children with COHb above the safe level are 3.25 [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), 1.65-6.38] times more likely to have ARI ARI Acute respiratory infection, see there  than children with COHb < 2.5%. Furthermore, with each percent increase in COHb above the safety level, children are 1.15 (95% CI, 1.03-1.28) times more likely to have an additional case of ARI. Our findings provide strong evidence of the relation between CO exposure and susceptibility to respiratory infections. Key words: acute respiratory infections, carbon monoxide exposure, carboxyhemoglobin, children, Ecuador, traffic-related pollution. doi:10.1289/ehp.7494 available via http://dx.doi.org/ [Online 14 January 2005]

**********

Numerous studies have found a strong association between respiratory illness Noun 1. respiratory illness - a disease affecting the respiratory system
respiratory disease, respiratory disorder

adult respiratory distress syndrome, ARDS, wet lung, white lung - acute lung injury characterized by coughing and rales; inflammation of the
 and exposure to traffic-related air pollution (Choudhury et al. 1997; Hajat et al. 2002; Polosa et al. 2002; Romieu et al. 2002; Shamsiiarov et al. 2002; Spinaci et al. 1985). Traffic-related nitrogen monoxide, nitrogen dioxide nitrogen dioxide
n.
A poisonous brown gas, NO2, often found in smog and automobile exhaust fumes and synthesized for use as a nitrating agent, a catalyst, and an oxidizing agent.

Noun 1.
, black fumes fumes

odorous gases and other volatile materials; inhalation of irritating fumes causes coughing and, if sufficiently severe, irreversible pulmonary edema.
, and ammonia particulate have been linked to an increase in respiratory symptoms and a decrease in pulmonary function in school-age children (Boussin et al. 1990; Keiding et al. 1995; Lercher et al. 1995; Lwebuga-Mukasa et al. 2003; Quian et al. 2000; Steerenberg et al. 2001; van Vliet et al. 1997; Wjst et al. 1993; Yang et al. 1998, 2002). Carbon monoxide, a toxic product of incomplete combustion, can also impair respiratory function. High CO concentrations may occur in areas with heavy traffic congestion, especially in urban settings with insufficient emission regulation. The main indoor sources of environmental CO are smoking and domestic fuel combustion with inadequate stoves and furnace ventilation (Collings et al. 1990; Kleinman 2000; Puente-Maestu et al. 1998). Although the physiology and adverse effects of acute CO poisoning on the respiratory system are well documented, very few studies have been conducted to understand the effects of chronic low-dose CO exposures on susceptibility to respiratory infections.

Carboxyhemoglobin (COHb), a marker for CO exposure, reflects the binding of CO to tire hem portion of hemoglobin capturing oxygen. A concentration of COHb < 2.5% is currently considered safe (Kleinman 2000). The lowest level of COHb, at which adverse effects are observed, ranges from 2.9 to 3% [U.S. Environmental Protection Agency Environmental Protection Agency (EPA), independent agency of the U.S. government, with headquarters in Washington, D.C. It was established in 1970 to reduce and control air and water pollution, noise pollution, and radiation and to ensure the safe handling and  (EPA EPA eicosapentaenoic acid.

EPA
abbr.
eicosapentaenoic acid


EPA,
n.pr See acid, eicosapentaenoic.

EPA,
n.
) 2000]. COHb concentrations of 5-10% serve as an indicator of acute CO poisoning and are associated with impaired visual function, task performance, and maintaining alertness (Raub and Benignus 2002). Even a relatively low CO exposure may increase COHb levels in human peripheral blood peripheral blood Cardiology Blood circulating in the system/body  (Raub and Benignus 2002). Higher levels of COHb have been observed in smokers compared with nonsmokers (Behera et al. 1991). In addition, children living in households with smokers or wood/coal/gas heating systems exhibit slight increases in COHb levels (Vazquez et al. 1997).

The effects of CO exposure at high altitudes may be more detrimental than exposure at sea level. In the presence of high CO concentrations, a compensatory mechanism of adaptation to low oxygen saturation oxygen saturation sO2 The O2 concentration of blood expressed as a ratio of its total O2-carrying capacity; the OS is a measure of the utilization of O2 transport capacity; sO2  in high altitude that leads to increased production of red blood cells Red blood cells
Cells that carry hemoglobin (the molecule that transports oxygen) and help remove wastes from tissues throughout the body.

Mentioned in: Bone Marrow Transplantation

red blood cells 
 may be insufficient. High-altitude residents have a greater initial body burden of COHb and may attain the COHb level associated with the U.S. National Ambient Air Quality Standard for CO store quickly than sea-level residents (McGrath 1989). The respiratory effects of chronic exposure to CO in high-altitude populations have not been explored.

The objectives of this pilot study were a) to compare the incidence of acute respiratory infections (ARIs) in school-age children living in three communities that differ in traffic intensity in urban and suburban areas of Quito, b) to examine the relationship between ARI occurrence and individual COHb concentrations, and c) to examine the joint effect of COHb levels (a measure of CO exposure) and hematocrit Hematocrit Definition

The hematocrit measures how much space in the blood is occupied by red blood cells. It is useful when evaluating a person for anemia.
Purpose

Blood is made up of red and white blood cells, and plasma.
 levels (a measure of a compensatory oxygen-delivery function) on the incidence of ARI. To achieve these goals, we conducted a 12-week prospective study of 960 children attending elementary schools in the early spring of 2000 in Quito, the capital of Ecuador. Quito is a rapidly developing city with > 1 million residents of relatively homogeneous ethnicity. It is located 2,825 m above sea level and enjoys a mild climate year round, but is challenged by heavy air pollution, 82% of which is due to vehicle exhaust. Substantial human morbidity, and mortality in Quito are likely linked to environmental factors.

Materials and Methods

Study design. From January through April of 2000, we conducted a prospective study in young children attending Quito's public elementary schools. First, three schools were selected that were comparable with respect to the type of school building (with concrete walls and tools and cemented playgrounds) and the number of children per class (~ 45 children, p = 0.56) but differed by traffic intensity, in surrounding areas. One school was located north of Quito, in the suburban area of Nayon and represents a low-traffic area (LT-school). The second school was located in a moderate-traffic area of Quito (MT-school). The third school was located in a heavy-traffic area in downtown Quite (HT-school). Next, an initial screening was performed in each school to identify a pool of children eligible for the study. During the screening period, detailed information about the study was delivered to the teachers and to the parents of each child. Children with chronic respiratory illnesses and major congenital and/or chest deformities interfering with the respiratory tract respiratory tract
n.
The air passages from the nose to the pulmonary alveoli, including the pharynx, larynx, trachea, and bronchi.


Respiratory tract 
 were excluded from enrollment. In each school, 320 children, 6-11 years of age (age was confirmed by birth certificate), who had formal written consent freely signed by their parents, were randomly selected and enrolled in the study. Finally, from the total 960 children enrolled 295 were randomly selected to obtain blood measurements.

Primary outcome, ARI. During the 12-week study period, each child was visited in the school twice weekly by a pediatrician who examined the child's respiratory signs and symptoms to determine the presence of upper and lower ARIs. For each child, the number of episodes of tipper and lower ARIs observed over the study period was determined, considering a 2-week period to be free of infections. We adapted ARI case definitions proposed by Sempertegui et al, (1999). Upper ARI was defined as the presence of two or more of the following signs/symptoms: cough, nasal secretion, fever > 37.5[degrees]C (auxiliary temperature), inflammation of pharynx pharynx (fâr`ĭngks), area of the gastrointestinal and respiratory tracts which lies between the mouth and the esophagus. In humans, the pharynx is a cone-shaped tube about 4 1-2 in. (11.43 cm) long. , and anterior cervical lymphadenitis Lymphadenitis Definition

Lymphadenitis is the inflammation of a lymph node. It is often a complication of a bacterial infection of a wound, although it can also be caused by viruses or other disease agents.
. Presence of otitis otitis

Inflammation of the ear. Otitis externa is dermatitis, usually bacterial, of the auditory canal and sometimes the external ear. It can cause a foul discharge, pain, fever, and sporadic deafness.
 (local pain, aural pus pus, thick white or yellowish fluid that forms in areas of infection such as wounds and abscesses. It is constituted of decomposed body tissue, bacteria (or other micro-organisms that cause the infection), and certain white blood cells. , and eardrum ear·drum
n.
The thin, semitransparent, oval-shaped membrane that separates the middle ear from the external ear. Also called drum, drumhead, drum membrane, myringa, myrinx, tympanic membrane,
 congestion) was also considered as tipper ARI. Lower ARI was defined as tachypnea tachypnea /tach·yp·nea/ (tak?ip-ne´ah) very rapid respiration.

tach·yp·ne·a
n.
Rapid breathing. Also called polypnea.
 (respiratory rate respiratory rate,
n the normal rate of breathing at rest, about 12 to 20 inspirations per minute.

systemic inflammatory response syndrome A term that '
 > 20) and/or lower respiratory tract Noun 1. lower respiratory tract - the bronchi and lungs
lung - either of two saclike respiratory organs in the chest of vertebrates; serves to remove carbon dioxide and provide oxygen to the blood
 secretions (alveolar alveolar /al·ve·o·lar/ (al-ve´o-lar) [L. alveolaris ] pertaining to an alveolus.

al·ve·o·lar
adj.
Relating to an alveolus.
 or bronchoalveolar) assessed by thoracic auscultation auscultation

Procedure for detecting certain defects or conditions by listening for normal and abnormal heart, breath, bowel, fetal, and other sounds in the body. The invention of the stethoscope in 1819 improved and expanded this practice, still very useful despite the
, with one or more of the following: fever, cough, and chest retractions.

Anthropometric measurements anthropometric measurements (anˈ·thrō·p . On the first day of the study, weight and height for all enrolled children was measured by standard procedures using the instruments calibrated cal·i·brate  
tr.v. cal·i·brat·ed, cal·i·brat·ing, cal·i·brates
1. To check, adjust, or determine by comparison with a standard (the graduations of a quantitative measuring instrument):
 by the Ecuadorian Institute of Normalization In relational database management, a process that breaks down data into record groups for efficient processing. There are six stages. By the third stage (third normal form), data are identified only by the key field in their record.  (Quite, Ecuador). Weight was measured with a DETECTO balance (DETECTO, Webb City, Missouri Webb City is a city in Jasper County, Missouri, United States. The population was 9,812 at the 2000 census. Geography
Webb City is located at  (37.144458, -94.469249)GR1.
, USA) and recorded to the nearest 0.1 kg. Height was obtained with a calibrated scale using a fiberglass tape measure and recorded in centimeters. Weight-forage Z-score (WAZ WAZ Westdeutsche Allgemeine Zeitung (German newspaper)
WAZ Wireless Access Zone
), height-for-age Z-score (HAZ HAZ Heat Affected Zone
HAZ Hazardous Cargo
HAZ Hazard/Hazardous
HAZ HAWK Assignment Zone
), and body mass index (BMI BMI body mass index.

BMI
abbr.
body mass index


Body mass index (BMI)
A measurement that has replaced weight as the preferred determinant of obesity.
) values were calculated.

Survey. Baseline measurements for confounders, including household heating and cooking conditions (the use of kerosene kerosene or kerosine, colorless, thin mineral oil whose density is between 0.75 and 0.85 grams per cubic centimeter. A mixture of hydrocarbons, it is commonly obtained in the fractional distillation of petroleum as the portion boiling off  or wood), the presence of smokers, and household crowdedness (number of persons/number of rooms), were collected via household surveys. On the first week of the study, a survey was sent to the parents of each child. After 2 weeks, 715 surveys (77%) were returned.

Blood measurements. COHb and hematocrit levels were measured on the first day of the study. Venous blood venous blood
n. Abbr. v
Blood that has passed through the capillaries of various tissues other than the lungs, is found in the veins, in the right chambers of the heart, and in pulmonary arteries, and is usually dark red as a result of a
 was drawn with plastic syringes and placed into EDTA-treated tubes. Blood was immediately transported for analysis. COHb was measured by spectrometry and expressed as a percentage of plasma hemoglobin. Hematocrit was obtained by centrifuging whole blood in microtubes and expressed as a percentage.

Statistical analysis. Data entry and management were performed using Epi-Info 6.04c software (CDC See Control Data, century date change and Back Orifice.

CDC - Control Data Corporation
, Atlanta, Georgia, USA). SPSS A statistical package from SPSS, Inc., Chicago (www.spss.com) that runs on PCs, most mainframes and minis and is used extensively in marketing research. It provides over 50 statistical processes, including regression analysis, correlation and analysis of variance.  11.5 (Lead Technologies Inc. SPSS Inc., Chicago, Illinois, USA) and S-plus 6.0 (Insightful Inc., Seattle, Washington This page is protected from moves until disputes have been resolved on the .
The reason for its protection is listed on the protection policy page.
, USA) were used fin statistical analysis.

For each child, we estimated the number of ARI episodes observed during the study period and the number of weeks a child had attended the school. The primary health outcome--the annual ARI rate--was expressed as the number of ARI episodes per year per 1,000 children. Descriptive statistics descriptive statistics

see statistics.
 for the primary health outcome, the blood measurements, all baseline measurements, and variables collected via surveys were calculated. Because the blood measurements were not available for all children, we compared descriptive statistics in both subsets, with and without the blood measurements, using t-test or rest of proportions as appropriate.

To examine the effect of traffic-related pollution on COHb and ARI, we estimated the average COHb concentration and the average rate of ARI for each school and assessed the differences using analysis of variance, hypothesizing that children attending the school located at in the high-traffic area would have the highest level of COHb and the highest incidence of ARI compared with children attending LT- or MT-schools.

To test the hypothesis that children with COHb concentrations above the safe level of, 2.5% are more susceptible to ARI, we created two binary variables: one to reflect the occurrence of ARI (0, no ARI; 1, at least one case of ARI), and the second variable to reflect the level of COHb (0, COHb [less than or equal to] 2.5%; 1, COHb > 2.5%). A logistic regression In statistics, logistic regression is a regression model for binomially distributed response/dependent variables. It is useful for modeling the probability of an event occurring as a function of other factors.  model including a set of confounders for adjustment [age, sex, HAZ, WAZ, type of domestic fuel (kerosene or wood), smoking, crowdedness, and hematocrit level] was then applied. Because the household information was not available for all the children in the study, we repeated this model excluding variables on household confounders. The results of modeling were expressed as risk ratios with their confidence intervals (CIs).

To assess the association between the recurrence of ARI episodes and high COHb concentrations, we employed a log-linear Poisson regression In statistics, the Poisson regression model attributes to a response variable Y a Poisson distribution whose expected value depends on a predictor variable x, typically in the following way:

 model. In this model we predicted the observed number of ARI in a given child by an individual COHb measurement that exceeds the safety level. The model included the same set of confounders as the logistic model. Results were expressed as an adjusted relative risk with its CIs.

To examine interactions between COHb concentration, hematocrit level, and the incidence of ARI, we applied a generalized additive model In statistics, the generalized additive model (or GAM) is a statistical model developed by Trevor Hastie and Rob Tibshirani blending properties of multiple regression (a special case of general linear model) with additive models.  (GAM) with nonparametric spline In computer graphics, a smooth curve that runs through a series of given points. The term is often used to refer to any curve, because long before computers, a spline was a flat, pliable strip of wood or metal that was bent into a desired shape for drawing curves on paper. See Bezier and B-spline.  smoothing (Hastie and Tibshirani 1990). In this nonlinear model, we regressed the number of cases of ARI against individual levels of COHb and hematocrit. The result of the model was displayed using a three-dimensional surface with axes reflecting COHb concentration, y-axes reflecting hematocrit level, and z-axes reflecting the predicted numbers of ARI episodes.

Results

Of 960 enrolled children, 910 (95%) completed the study (294 in the LT-school, 303 in the MT-school, and 313 in the HT-school). Fifty children were lost in the follow-up because of local migration. A total of 10,729 child-weeks of observation were accumulated in the study (3,382 child-weeks in the LT-school, 3,560 child-weeks in the MT-school, and 3,777 child-weeks in the HT-school). OF 910 children, 715 (78%) completed the household survey. The blood tests were available for a subset of 295 children.

Over the 12-week study period, 848 cases of ARI were detected. Twenty-four percent of the children suffered recurrent ARIs. The overall incidence rate of ARIs was 78.6 cases per 1,000 child-weeks of observation, or 4.05 cases per 1,000 children annually.

We estimated the descriptive statistics for ARI rates, baseline characteristics, survey responses, and COHb and hematocrit measurements for the entire study population and for the two subsets, with and without the blood measurements (Table 1). The ARI incidence and all other measurements, except the percentage of stunted children, did not differ between the two subsets.

Next, we estimated and compared the descriptive statistics for ARI incidence and other measurements by school (Table 2). The schools were comparable in nutritional status nutritional status,
n the assessment of the state of nourishment of a patient or subject.
 as measured by the proportion of underweight Underweight

An situation where a portfolio does not hold a sufficient amount of securities to satisfy the accepted benchmark of the portfolio's asset allocation strategy.

Notes:
 children. However, children attending the LT-school were significantly more stunted than were children in the other areas. Crowdedness and the use of firewood fuel were significantly higher, and the average hematocrit level was significantly lower, in the suburban than in the urban area. The HT-school had fewer girls than did the other schools. The presence of smokers in the households was significantly higher in the MT-school, and children in this school were slightly older than the rest of the children.

The incidence of ARI was also significantly different among three schools (p < 0.01). The highest incidence rate of ARI of 6.89 cases per 1,000 child-years was observed in children attending the HT-school. Children attending the MT-school had the lowest incidence rate of ARI of 1.63 cases per 1,000 child-years. Children attending the LT-school had an incidence rate of ARI of 3.49 cases per 1,000 child-years.

The average COHb concentrations were also significantly different among three schools (p < 0.001). Children attending the HT-school had the highest COHb level (5.1 [+ or -] 1.7%), and 92% of those children had COHb levels above 2.5%. Children from the MT-school had significantly lower levels of COHb (2.5 [+ or -] 1.1%), although 43% of children had high COHb. The lowest average concentration of COHb (0.7 [+ or -] 1.2%) was observed in children attending the LT-school, where only one child had a COHb concentration exceeding the safety level. The significant differences in COHb concentrations among the schools indicate a strong gradient of CO exposure in the studied areas.

Next, we examined the effects of household smoking and cooking fuel use on the average COHb concentration. In each school, we compared average COHb levels in children living in households with and without smokers (Table 3), as well as in households with kerosene and firewood cooking fuel. Neither smoking nor cooking fuel significantly altered the area-related COHb concentration pattern.

The results of the logistic regression models suggest that children with COHb > 2.5% are 3.25 (95% CI, 1.65-6.38; adjusted) or 2.06 (95% CI, 1.3-3.2; crude) times more likely to have ARI than children with COHb < 2.5%. Except for COHb level, the included variables (age, sex, weight, height, BMI, hematocrit levels, and child's previous history of asthma) as well as the presence of smokers, kerosene and/or firewood use for cooking, and the level of crowdedness at households did not exhibit significant associations with ARI occurrence. Furthermore, the results of the log-linear model log-linear model

a statistical model which models frequency counts in contingency tables by using an analysis of variance approach.
 indicate that with each percent increase in COHb above the safety level of 2.5%, children are 1.15 (95% CI, 1.03-1.28) times more likely to have an additional case of ARI.

The interactive effect of COHb and hematocrit level on occurrence of ARI examined by the GAM model is shown in Figure 1. Low COHb concentrations (< 2.5%) were associated with a low rate of ARI (0.6 episodes per child per 12 weeks). As COHb level increases, there is a steep increase in the likelihood of occurrence of ARI. COHb concentrations that exceeded 5% were associated with at least 1.5 ARI episodes per child per 12 weeks of observation. Hematocrit level did not affect the observed relationship between individual COHb concentration and ARI occurrence.

[FIGURE 1 OMITTED]

Discussion

The main finding of the study was that COHb concentrations elevated because of traffic pollution correlate with the occurrence of ARIs in young children. A high COHb level was associated with at least one additional case of ARI in a 12-week period or a 3-fold increase in the annual rate of ARI incidence. These associations remain after adjusting for age, sex, weight, height, BMI, hematocrit level, previous history of asthma, presence of smokers, kerosene and/or wood use for cooking, and level of crowdedness. Our findings imply that exposure to a high level of CO, the primary reason for increased COHb concentration, may lead to increased susceptibility to ARIs. Information on chronic CO exposure and the incidence of 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
 in a sensitive subpopulation sub·pop·u·la·tion  
n.
A part or subdivision of a population, especially one originating from some other population: microbial subpopulations.

Noun 1.
 such as children residing in areas with high micronutrient mi·cro·nu·tri·ent
n.
A substance, such as a vitamin or mineral, that is essential in minute amounts for the proper growth and metabolism of a living organism.
 and oxygen deficiency is novel.

The observed COHb level in the studied population was very high. Even the average concentrations exceeded a safe level of 2.5%, mostly due to elevated COHb in children from the area with high traffic volume. Almost half of those children had a COHb level consistent with acute CO poisoning. Unfortunately, routine monitoring for CO in Quito was not conducted at the time of the study. The absence of ambient CO measurements did not allow direct assessment of the relations between COHb concentrations and exposure to CO in the studied population. The sparse CO and particle matter monitoring, performed by the Departmento de Control de la Calidad del Aire (Department of Air Quality Control, Quito) in the central part of Quito in 1995-1999, has demonstrated that the median monthly concentrations of both pollutants consistently exceeded U.S. and European standards (Southgate et al. 1995). Furthermore, in December and January, CO concentrations exceeded the standards three times. It is plausible that the study inception in early January 2000 coincided with the seasonal peak in CO exposure, which contributed to elevated COHb levels.

Indoor CO comes predominantly from smoking and heating/cooking fuel combustion. A gradient of COHb levels in children with different type of heating systems has been observed, 0.88 [+ or -] 1.34% for wood and coal heating, 0.58 [+ or -] 0.97% for gas heating, and 0.28 [+ or -] 0.4% for electric system, although it was not significant (Vazquez et al. 1997). It has been demonstrated that CO inhaled during cooking in high-altitude conditions results in a 1% increase in COHb concentration but does not reach clinically unsafe levels (Keyes et al. 2001). Because of the warm climate of Quito, with air temperature ranging from 10[degrees]C (50[degrees]F) at night to 25[degrees]C (77[degrees]F) at noon averaging at 15[degrees]C (64[degrees]F) year around, the heating systems are not necessary. In our study, we did not observe significant effects of smoking or kerosene and/or wood use for cooking on individual COHb concentrations. Therefore, we concluded that the dominant factor for the significant COHb gradient observed in the study was traffic-related pollution, which was different in the three school locations.

It is important to note that children attending the school located in the central historical district of Quito with the heaviest traffic had the highest levels of COHb and the highest incidence rate of ARIs. Surprisingly, children from the area with low traffic had the lowest COHb levels but did not experience the lowest incidence of ARI. This finding could be explained by the potential influence of other factors that we were not able to consider, such as anemia, immune status, or the presence of local outbreaks of infection. Although the regression analysis In statistics, a mathematical method of modeling the relationships among three or more variables. It is used to predict the value of one variable given the values of the others. For example, a model might estimate sales based on age and gender.  demonstrated that the confounders considered were not associated with ARI, it is possible that other factors might influence health outcomes for these suburban children. It is also possible that the slight "ridge" of ARI incidence in Figure 1 at very low COHb levels occurred because the children who had low COHb concentrations (most of them were attending the LT-school) were also more chronically malnourished mal·nour·ished
adj.
Affected by improper nutrition or an insufficient diet.
 (stunted) than the children from the two other schools (28 vs. 9 and 8%, respectively) (Table 2). The observed differences in stunting might be indicative of frequent diarrheal diseases and/or malnutrition that occurred in early childhood (Freire et al. 1988). Despite our effort to select schools with similar 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.
, we suspect that the students in the suburban area came from families with lower literacy levels (considering the lowest percentage of completed surveys) and poorer households conditions (considering the high rate of crowdedness and more frequent use of firewood, the cheapest cooking fuel) than the rest of the students. Nevertheless, the subanalysis of potential interactions between stunting and COHb levels in children residing in the low-traffic area revealed that the risk of ARI in children who were stunted and had high COHb level was 3.37 (95% CI, 1.001-11.26), but the sample size was too small to draw a strong conclusion. Therefore, more detailed studies are needed to disentangle the effect of CO exposure from the effect of malnutrition and socioeconomic conditions on ARI.

Although we did not find reports on susceptibility to respiratory infections and elevated COHb, similar associations between COHb level and inflammatory pulmonary diseases has been described (Yasuda et al. 2002). A biologic plausibility for the effect of high CO exposure on bronchial-alveolar system impairing local immune reactivity has been proposed (McGrath 2000); however, direct investigations of CO effects on innate and adaptive immunity are scarce. The following mechanism might explain a local defect of immunoreactivity leading to a high susceptibility to respiratory infection. Given that the mobility of immune cells and the motility motility /mo·til·i·ty/ (mo-til´ite) the ability to move spontaneously.mo´tile
Motility
Motility is spontaneous movement.
 of a ciliar epithelium that lines bronchial-alveolar system are highly ATP-dependent processes, the high CO content might directly compete with free radicals for the binding site on cytochrome C Noun 1. cytochrome c - the most abundant and stable cytochrome; involved in energy transfer
cytochrome - (biochemistry) a class of hemoprotein whose principal biological function is electron transfer (especially in cellular respiration)
 during oxidative phosphorylation oxidative phosphorylation: see phosphorylation. . This might deprive dendritic cells, B-cells, and T-cells of ATP-dependent cytokine Cytokine

Any of a group of soluble proteins that are released by a cell to send messages which are delivered to the same cell (autocrine), an adjacent cell (paracrine), or a distant cell (endocrine).
 production, immunoglobulin synthesis, and the killing of virus-infected cells (Bona et al. 1999; Caldwell et al. 2001; Loeffler et al. 1990). Considering hemoglobin dependency, the oxygen binding might affect the proliferation of dendritic cells and Tand B-cell reactivity in the lymphoid lymphoid /lym·phoid/ (lim´foid) resembling or pertaining to lymph or tissue of the lymphoid system.

lym·phoid
adj.
Of or relating to lymph or the lymphatic tissue where lymphocytes are formed.
 organs (Shimizu et al. 1996; Taneja et al. 2000). The division of immune cells, primed in 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.
 lymph nodes Lymph nodes
Small, bean-shaped masses of tissue scattered along the lymphatic system that act as filters and immune monitors, removing fluids, bacteria, or cancer cells that travel through the lymph system.
, might be affected because of their high sensitivity to hypoxia hypoxia

Condition in which tissues are starved of oxygen. The extreme is anoxia (absence of oxygen). There are four types: hypoxemic, from low blood oxygen content (e.g., in altitude sickness); anemic, from low blood oxygen-carrying capacity (e.g.
 even when the inhibitory effect CO on the neural system is not yet detected.

Our pilot study contributes to the body of literature that demonstrates the harmful effect of traffic-related pollution in urban settings. In the last decade, the air quality has been rapidly decreasing in Quito because of urbanization and increasing exhaust from public transportation. 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 Direccion Nacional de Transito, Quito, the number of cars registered in Quito rose from 174,875 in 1995 to 209,757 in 1998. Diesel is used in the vast majority of trucks and buses and in 6% of the cars (Jurado 1991). The city lies in a narrow valley with a north-south orientation of encircling encircling (en·serˑ·k  mountains and environmental conditions challenged by high volcanic activity and El Nino effects. The polluted air in the city is often stagnant, and its clearance depends mainly on prevailing wind and precipitation. Strict emission regulations, as much as economic development, are crucial to the nation of Ecuador. Unfortunately, economic capacities to address the issues of health and the environment at the municipal and national levels, are severely constrained by harsh economic situations and shifting political factors. Nonetheless, receptivity to environmental concerns is evolving rapidly in Ecuador to one where policy makers are open to these issues.
Table 1. The incidence of ARIs and exposure measurements for
the entire study population as well for the COHb substudy
contrasted with the remaining study participants.

                                                Total
Study parameters                              (n = 910)

Measure
  Children with ARI (%)                         49.56
  No. of ARI episodes                            848
  Annual rate of ARI                             4.05
Baseline characteristics fin)                    910
  Age [years (mean  [+ or -] SD)]          8.5 [+ or -] 1.2
  Females (%)                                    43.3
  Weight [kg (mean  [+ or -] SD)]         26.3 [+ or -] 5.8
  Underweight children, WAZ < -2 SD (%)          3.4
  Height [cm (mean  [+ or -]  SD)]        125.2 [+ or -] 9.2
  Stunted, HAZ < -2 SD (%)                       16.1
  BMI (mean  [+ or -] SD)                 16.6 [+ or -] 2.3
Survey response (n)                              715
  Completed survey (%)                           78.6
Crowdedness (mean  [+ or -]  SD)          1.29 [+ or -] 1.1
  Households with kerosene use (%)               2.6
  Households with firewood use (%)               5.3
  Smokers (%)                                    25.5
  Children with history of asthma (%)            2.5
Blood tests (n)
  COHb [% (mean  [+ or -]  SD)]
  COHb > 2.5% (%)
  Hematocrit [% (mean  [+ or -]  SD)]

                                             COHb Substudy
Study parameters                               (n = 295)

Measure
  Children with ARI (%)                          50.50
  No. of ARI episodes                             285
  Annual rate of ARI                              4.19
Baseline characteristics fin)                     295
  Age [years (mean  [+ or -] SD)]           8.4 [+ or -] 1.2
  Females (%)                                    40.68
  Weight [kg (mean  [+ or -] SD)]          25.9 [+ or -] 1.0
  Underweight children, WAZ < -2 SD (%)           4.2
  Height [cm (mean  [+ or -]  SD)]         124.6 [+ or -] 9.4
  Stunted, HAZ < -2 SD (%)                       20.7 *
  BMI (mean  [+ or -] SD)                  16.6 [+ or -] 2.2
Survey response (n)                               233
  Completed survey (%)                            78.4
Crowdedness (mean  [+ or -]  SD)          1.28  [+ or -]  0.85
  Households with kerosene use (%)                1.8
  Households with firewood use (%)                5.4
  Smokers (%)                                     23.5
  Children with history of asthma (%)             2.6
Blood tests (n)                                   295
  COHb [% (mean  [+ or -]  SD)]           2.81  [+ or -]  2.19
  COHb > 2.5% (%)                                 46.4
  Hematocrit [% (mean  [+ or -]  SD)]      43.26 [+ or -] 2.6

                                               Remaining
Study parameters                               (n = 615)

Measure
  Children with ARI (%)                          50.40
  No. of ARI episodes                             563
  Annual rate of ARI                              3.98
Baseline characteristics fin)                     615
  Age [years (mean  [+ or -] SD)]           8.6 [+ or -] 1.2
  Females (%)                                     44.6
  Weight [kg (mean  [+ or -] SD)]          26.4 [+ or -] 5.7
  Underweight children, WAZ < -2 SD (%)           3.1
  Height [cm (mean  [+ or -]  SD)]         125.6 [+ or -] 9.1
  Stunted, HAZ < -2 SD (%)                        13.8
  BMI (mean  [+ or -] SD)                  16.6 [+ or -] 2.3
Survey response (n)                               482
  Completed survey (%)                             79
Crowdedness (mean  [+ or -]  SD)          1.29  [+ or -]  0.83
  Households with kerosene use (%)                3.1
  Households with firewood use (%)                5.2
  Smokers (%)                                     26.5
  Children with history of asthma (%)             2.5
Blood tests (n)
  COHb [% (mean  [+ or -]  SD)]
  COHb > 2.5% (%)
  Hematocrit [% (mean  [+ or -]  SD)]

The blood tests were performed only for 295 children (our
substudy). To avoid redundancy we provided the values only
for the substudy. The total will have identical values.

* Significant difference at p = 0.02 between
groups with and without COHb measurements.

Table 2. Incidence of ARIs and exposure measurements
for children attending LT-, MT-, and HT-schools.

                                   Low traffic        Moderate traffic
Study parameters                    (n = 294)            (n = 303)

Measure
  Children with ARI (%)                48.6                 29.7
  No. of ARI episodes                  238                  114
  Annual rate of ARI                   3.49                 1.63
Baseline characteristics (n)           294                  303
  Age [years
    (mean [+ or -] SD)]          8.3 [+ or -] 1.6     8.9 [+ or -] 0.8
  Females (%)                          51.7                 49.5
  Weight [kg
    (mean [+ or -] SD)]         23.9 [+ or -] 5.5    27.7 [+ or -] 5.2
  Underweight children, WAZ
    < -2 SD (%)                        4.4                  2.3
  Height [cm
    (mean [+ or -] SD)]         120.4 [+ or -] 9.5   128.5 [+ or -] 7.6
  Stunted, HAZ < -2 SD (%)             28.2                 9.6
  BMI (mean [+ or -] SD)        16.4 [+ or -] 1.8    16.7 [+ or -] 2.4
Survey response (n)                    176                  301
  Completed surveys (%)                 60                   99
  Crowdedness
    (mean [+ or -] SD)           1.9 [+ or -] 1.1     1.2 [+ or -] 0.6
  Households with kerosene
    use (%)                            4.1                  1.7
  Households with firewood
    use (%)                            18.1                 1.3
  Households with smokers (%)          25.5                 30.5
  Children with history of
    asthma (%)                         1.1                  3.6
Blood tests (n)                         99                   90
  COHb [% (mean [+ or -] SD)]   0.70 [+ or -] 1.17   2.52 [+ or -] 1.12
  COHb > 2.5% (%)                       1                    43
  Hematocrit [%
    [mean [+ or -] SD)]         41.6 [+ or -] 2.0    44.4 [+ or -] 2.4

                                   High traffic
Study parameters                    (n = 313)        Significance (a)

Measure
  Children with ARI (%)                69.6            *, **, ***
  No. of ARI episodes                  496             *, **, ***
  Annual rate of ARI                   6.89            *, **, ***
Baseline characteristics (n)           313
  Age [years
    (mean [+ or -] SD)]           8.3 [+ or -] 1       *, ***
  Females (%)                          29.4            **, ***
  Weight [kg
    (mean [+ or -] SD)]         27.0 [+ or -] 5.9      *, **
  Underweight children, WAZ
    < -2 SD (%)                        3.2
  Height [cm
    (mean [+ or -] SD)]         126.4 [+ or -] 8.5     *, **, ***
  Stunted, HAZ < -2 SD (%)             8.6             *, **
  BMI (mean [+ or -] SD)        16.8 [+ or -] 2.3      *, **
Survey response (n)                    258
  Completed surveys (%)                 76             *, **, ***
  Crowdedness
    (mean [+ or -] SD)           0.8 [+ or -] 0.4      *, **, ***
  Households with kerosene
    use (%)                            2.9
  Households with firewood
    use (%)                            0.5             *, **
  Households with smokers (%)          17.6            ***
  Children with history of
    asthma (%)                         2.1
Blood tests (n)                        106
  COHb [% (mean [+ or -] SD)]   5.09 [+ or -] 1.7      *, **, ***
  COHb > 2.5% (%)                       92             *, **, ***
  Hematocrit [%
    [mean [+ or -] SD)]         43.8 [+ or -] 2.5      *, **

(a) Significance at p < 0.05: * LT-school versus MT-school;
** LT-school versus HT-school; *** MT-school versus HT-school.

Table 3. Average COHb concentrations in children attending LT-,
MT-, and HT-schools and living in households with or without
smokers, and with or without firewood/kerosene use.

                                              COHb [% (mean      % COHb
                                      No.     [+ or -] SD)]      > 2.5%

LT-school
  Households with smokers              15   0.76 [+ or -] 0.59     0.00
  Households without smokers           44   0.60 [+ or -] 0.29     2.27
MT-school
  Households with smokers              26   2.52 [+ or -] 1.1     42.3
  Households without smokers           62   2.55 [+ or -] 1.25    41.93
HT-school
  Households with smokers              11   4.55 [+ or -] 1.75    90.9
  Households without smokers           63   5.27 [+ or -] 1.62    93.6
LT-school
  Households with firewood/kerosene
    use                                13   0.59 [+ or -] 0.26     0.00
  Households without firewood/
    kerosene use                       47   0.75 [+ or -] 0.58     2.21
MT-school
  Households with firewood/kerosene
    use                                 1          2.15            0.00
  Households without firewood/
    kerosene use                       86   2.49 [+ or -] 1.15    41.9
HT-school
  Households with firewood/kerosene
    use                                 1          3.24          100
  Households without firewood/
    kerosene use                       73   5.19 [+ or -] 1.64    93.2


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Bertha Estrella, (1,2) Ramiro Estrella, (2,3) Jorge Oviedo, (4) Ximena Narvaez, (3) Maria T. Reyes, (3) Miguel Gutierrez, (3) and Elena N. Naumova (5)

(1) Corporacion Ecuatoriana de Biotecnologia, Quito, Ecuador; (2) Universidad Central del Ecuador, Quito, Ecuador; (3) Baca-Ortiz Children Hospital, Quito, Ecuador; (4) Fundacion Natura, Quito, Ecuador; (5) Tufts University School of Medicine The Tufts University School of Medicine is one of the eight schools that comprise Tufts University. Located on the university's health sciences campus in the Chinatown district of Boston, Massachusetts, the medical school has clinical affiliations with thousands of doctors and , Boston, Massachusetts, USA

Address correspondence to E. Naumova, Department of Public Health and Family Medicine, Tufts University School of Medicine, 136 Harrison Ave., Boston, MA 02111 USA. Telephone: (617) 636-2462. Fax: (617) 636-4017. E-mail: elena.naumova@ tufts.edu

We thank the directors of schools in Quito, Ecuador, for allowing access to the schools and to the children and their Families for their willing participation in the study. Without the contribution of the Ellison Foundation and the Fundacion Natura, this study would not have been possible.

The authors declare they have no competing financial interests.

Received 16 August 2004; accepted 13 January 2005.
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Title Annotation:Children's Health: Article
Author:Naumova, Elena N.
Publication:Environmental Health Perspectives
Date:May 1, 2005
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