Published ahead of print on November 14, 2003, doi:10.1164/rccm.200302-278OC
© 2004 American Thoracic Society Age-specific Relationship between CD14 and Atopy in a Cohort Assessed from Age 8 to 25 YearsDepartment of Paediatrics, University of Western Australia, Children's Hospital Medical Centre, Perth; and The Woolcock Institute of Medical Research, University of Sydney, Sydney, Australia Correspondence and requests for reprints should be addressed to Peter N. Le Souëf, M.D., F.R.A.C.P., University Department of Paediatrics, Children's Hospital Medical Centre, Princess Margaret Hospital, G.P.O. Box D184, Perth, WA, Australia 6001. E-mail: peterles{at}ichr.uwa.edu.au
CD14 influences postnatal switching of T helper cell responses. CD14 C-159T has been associated with altered CD14 and IgE levels in cross-sectional studies. Identifying whether associations vary with age requires data from children of the same age followed longitudinally over many years. In this study, an unselected population with extensive longitudinal data was used to test the hypothesis that CD14 C-159T was associated with early-onset atopy. A total of 305 subjects were assessed on up to seven occasions between ages 8 and 25 years by questionnaire, histamine challenge, and skin prick test. For atopy, airway hyperresponsiveness (AHR), and wheeze, each subject was classified as having early onset, late onset, or no disease onset during follow-up. Compared with subjects with -159CT and -159TT, subjects with -159CC had an odds ratio of 2.2 (p = 0.018) for early-onset atopy and an odds ratio of 2.6 (p = 0.019) for early-onset AHR. Cross-sectional analysis showed increased prevalence of -159CC in subjects with atopy and AHR in childhood but not adulthood. These data suggest that the influence of CD14 -159C on the atopic phenotype may be age specific, exerting an effect during midchildhood, which is no longer apparent by early adulthood.
Key Words: longitudinal gene polymorphism asthma Atopic disorders are mediated by the T helper cell type 2 (Th2) cytokines interleukin 4 and interleukin 5 (1) and are characterized by an elevated and prolonged IgE response to common nonpathogenic allergens (2, 3). Th2 lymphocyte responses predominate in fetal life and infancy and then, possibly as a result of maturation of cellular immune function and exposure to allergens and bacterial infection, typically change to T helper cell type 1 (Th1) responses (46). Development of atopic disease may be associated with a failure of this immune system "switch" during early infancy (79). LPS is a major constituent of the outer membrane of gram-negative bacteria (1012). CD14 functions as a receptor for LPS, with binding of LPS enhancing production of interleukin 12, an obligatory signal in the maturation of naive T cells into Th1 cells (11). In the complex network of human adaptive immunity, CD14 may therefore play a crucial role in the postnatal switch from Th2 to Th1 responses. The promoter region of the CD14 gene contains a polymorphism (CD14 C-159T) that has been associated with altered serum-soluble CD14, total IgE levels, and skin prick test (SPT) responses in several populations (1317). Although atopic disorders are heterogeneous with distinct age-specific phenotypic differences between childhood- and adulthood-onset disease (18, 19), the relationship between CD14 C-159T and atopy has only been studied using cross-sectional data (1317, 20, 21). The CD14 C-159T polymorphism affects CD14 secretion and is likely to have an age-related role in the development of atopy (6, 1012, 22); however, no studies have been reported that investigated age-related effects of the CD14 C-159T polymorphism on the development of atopy. Use of data from a cohort of children of the same or similar age who are followed longitudinally over many years ("age-specific longitudinal data") provides an optimal setting to investigate age-related factors in a disease, with more statistical power to analyze genotypephenotype associations (23, 24). The aim of this study was to use an unselected population from which extensive age-specific longitudinal respiratory data has been collected to test the hypothesis that the CD14 -159C allele was associated with early-onset atopy. Part of these data has been previously reported in the form of abstracts (2527).
Phenotype In 1982, 718 8-year-olds were randomly recruited from schools in Belmont, New South Wales and reviewed on up to six occasions until 1999 (2830). All seven assessments, performed at age 8, 10, 12, 14, 16, 18, and 25 years, included questionnaire, histamine challenge, and SPT. Blood was collected from consenting individuals for serum total IgE level at age 18 and 25 years and for DNA extraction at age 25 years. The self-administered questionnaire, completed by parents before 1990 and by subjects from 1990 onward, asked questions on recent wheeze, eczema, hay fever, and diagnosed asthma. Recent wheeze was defined by wheeze within the last 12 months. Diagnosed asthma was defined by a positive response to the question: "Has your child/Have you ever been diagnosed as having asthma by a doctor or at a hospital?" A subject was classified as having smoked ("ever smoked") if they had smoked regularly before completing the questionnaire, that is, at least one cigarette per day or one ounce of tobacco per month for at least a year. The study was approved by the King Edward Memorial and Princess Margaret Hospitals Ethics committee. Written informed consent was obtained from parents before 1990 and from subjects from 1990 onward. Spirometry was used to measure lung function. ß-agonists were withheld for at least 6 hours beforehand. Forced expiratory maneuvers were repeated until two consistent readings of FEV1 and FVC were obtained, of which the largest value was used in analyses (31). Airway responsiveness was tested by airway challenge to histamine using the rapid method (32). Doseresponse to histamine was obtained by plotting percent fall in FEV1 against the logarithm of the histamine dose administered. The dose of histamine causing a 20% fall in FEV1 (PD20FEV1) was read by interpolation. Individuals with a baseline FEV1/FVC less than 60% or with an FEV1 less than 60% predicted for age and height received a bronchodilator challenge of 200 µmol salbutamol through a Volumatic spacer rather than a histamine challenge. Subjects were classified as having airway hyperresponsiveness (AHR) if they had a PD20FEV1 less than 3.9 µmol or a greater than 15% increase in FEV1 in response to salbutamol. SPT to Dermatophagoides farinae, Dermatophagoides pteronyssinus, cat dander, ryegrass, plantain, and Alternaria tenuis (Hollister-Stier, Elkhart, IN) was performed on the forearm with histamine 10 mg/ml and glycerol used as controls (33). The long axis and the perpendicular of each wheal were measured and mean wheal size calculated. Consistent with previous studies showing an age-related change in SPT responses (3335), a reaction was considered positive if mean wheal size was 3 mm or greater before 1986 and 4 mm or greater from 1986 onward. Individuals were classified as atopic if they had a positive reaction to any tested allergen. Serum total IgE was measured by the Quanticlone IgE method, a noncompetitive, two-site radioimmunoassay (36).
Longitudinal Categories
Genotype
Statistical Analysis
Genotype A total of 345 individuals consented to a blood sample: 180/718 (25%) at age 18 years, 345/718 (48%) at age 25 years, and 144/718 (20%) at both ages. Of the 345 individuals providing blood for DNA, 305 were successfully genotyped for CD14 C-159T, with 79 (26%) genotype -159CC, 149 (49%) genotype -159CT, and 77 (25%) genotype -159TT. The frequency of allele -159C was 50%, in HardyWeinberg equilibrium, and consistent with studies of this polymorphism in other populations (1315).
Phenotype
Longitudinal Analyses Atopy. CD14 genotype frequencies for the longitudinal categories of atopy are shown in Table 2 . Early persistent atopy and early remittent atopy were initially classified together as early-onset atopy for analysis, due to low numbers (four subjects) in the early remittent atopy group. Early-onset atopy was compared with late-onset and never atopy combined using logistic regression. Compared with subjects with genotype -159TT, the odds ratio for early-onset atopy was 2.5 (95% confidence interval [CI] = 1.1-5.6; p = 0.027) for subjects with genotype -159CC and 1.2 (95% CI = 0.6-2.5) for subjects with genotype -159CT. Subjects with genotype -159CC had an odds ratio of 2.2 (95% CI = 1.2-4.2; p = 0.018) for early-onset atopy compared with subjects with genotype -159CT and -159TT. When early persistent atopy was compared with early remittent atopy, late atopy, and never atopy combined, subjects with genotype -159CC had an odds ratio of 2.0 (95% CI = 1.1-3.9; p = 0.04) for early persistent atopy compared with subjects with genotype -159CT and -159TT. Compared with subjects with genotype -159TT, subjects with genotype -159CC had an odds ratio of 2.1 (95% CI = 0.9-4.8) for early persistent atopy and subjects with genotype -159CT had an odds ratio of 1.1 (95% CI = 0.5-2.3).
AHR and wheeze. CD14 genotype frequencies for the longitudinal categories of AHR are shown in Table 3 . Early-onset AHR was compared with late-onset and never AHR combined using logistic regression. Compared with subjects with genotype -159CT and -159TT, subjects with genotype -159CC had an odds ratio of 2.6 (95% CI = 1.2-5.6; p = 0.019) for early-onset AHR. When early persistent AHR was compared with early remittent, late-onset, and never AHR combined, subjects with genotype -159CC had an odds ratio of 4.6 (95% CI = 1.6-13.7; p = 0.006) for early persistent AHR compared with subjects with genotype -159CT and -159TT. The CD14 C-159T genotype was not associated with any longitudinal category of wheeze.
Cross-sectional Analyses Atopy. Cross-sectional analysis showed increased prevalence of genotype -159CC in subjects with presence of atopy during childhood, becoming almost equal by 25 years of age (Table 4) . Compared with subjects with genotype -159CT and -159TT, subjects with genotype -159CC had an odds ratio for atopy of 2.0 (95% CI = 1.1-4.0), 1.6 (95% CI = 0.9-2.9), 2.5 (95% CI = 1.4-4.5), 2.1 (95% CI = 1.1-4.1), 1.8 (95% CI = 1.0-3.4), 1.9 (95% CI = 1.0-3.5), and 1.3 (95% CI = 0.7-2.2) at age 8, 10, 12, 14, 16, 18, and 25 years, respectively (Figure 1) . This association was statistically significant at age 8 (p = 0.021), 12 (p = 0.003), 14 (p = 0.041), and 18 (p = 0.041) years. Subjects with genotype -159CC had a higher number of positive SPTs compared with subjects with genotype -159CT and -159TT. This was significant in early childhood but was not present by 25 years of age (Figure 2) .
Total serum IgE. At age 18 years, compared with subjects with genotype -159CT and -159TT, subjects with genotype -159CC had a 2.1-fold (95% CI = 1.1-4.0; p = 0.03) higher geometric mean serum total IgE level overall and a 3.6-fold (95% CI = 1.2-11.3; p = 0.032) higher geometric mean serum total IgE level within SPT-negative subjects. There was no association between CD14 genotype and total serum IgE level at age 25 years.
Other atopic phenotypes.
Although many studies have reported associations between various genotypes and asthma and asthma-related phenotypes, virtually none have considered the temporal evolution of features in their analyses. This is the first study to report an age-related association by using defined cohorts according to multiple assessments of a population from childhood to adulthood. Data from this unique, age-specific, community-based cohort with repeated, accurate longitudinal assessments suggests that CD14 -159C has an effect on the development of atopy in early childhood.
In assessing the association between genotype and asthma-related phenotypes as related to age, previous studies would have been limited by their design and their recruitment of research subjects. In particular, the inhomogeneity of cohorts containing subjects of different ages and too few individuals of any specific age would have mitigated against ascertaining these relationships. Few comparable data sets are available. A recent study on a large population of German children evaluated atopy-related phenotypes annually from birth until 10 years of age and investigated the role of CD14 C-159T in the presentation of the atopic phenotype (20). They reported no association between CD14 genotypes and atopy; however, their study differed from ours in that children were younger and followed over a shorter period of time, and the analyses were cross-sectional in nature and not based on longitudinal categories of disease. Only one published study has used longitudinal analyses to investigate the effect of age, in particular, transition from childhood to adult life, on associations between genotype and the asthma phenotype (38). Children were assessed once between the age of 8 and 12 years and again 10 years later, with subjects classified and then analyzed as childhood onset, adult onset, persistent, or never onset of phenotype. The protective effect against asthma of the CCR5 In terms of study compliance, an excellent response rate was maintained in this cohort, with large numbers of children assessed at each visit. This allowed repeated, large, cross-sectional analyses to be done that included every individual studied on that occasion. As all subjects were the same age as one other at each visit, age-related effects could be investigated, not by each individual cross-sectional analysis, but instead by evaluating the series of cross-sectional analyses thereby using all data. Thus, this study has enabled examination of the effect of age on genotypephenotype correlations in two ways: longitudinal analysis including individuals who were assessed on each occasion as well as repeated cross-sectional analyses that allowed age to be assessed by considering the pattern of changes between cross-sectional analyses. Potential for bias exists in longitudinal studies analyzing subjects consenting to ongoing follow-up as it might be difficult to distinguish between groups enriched by subjects with persistent, severe, or adult-onset disease and the natural increase in some phenotypes with increasing age. This does not appear to be the situation in our study as the frequency of specific phenotypes in the adult ages is not significantly higher than those seen in the general population. As with all longitudinal studies, the number of subjects genotyped and followed at different ages is inconsistent and may have affected the phenotype studied and therefore may be responsible for the association differences shown between the various ages when assessed cross sectionally. However, longitudinal analyses of the subjects who had been assessed on at least three occasions from before the age of 12 years to after the age of 18 years adds further support to these apparent age-related effects. Genotype distribution in this population was consistent with studies of the polymorphism in other populations (1315, 20). Not unexpectedly, genotyping was incomplete as specimens were not available from all the initially recruited population and some were not successfully genotyped for the CD14 C-159T polymorphism. Analysis of only those subjects successfully genotyped may have potentially limited power, introduced bias, and influenced results. Nonetheless, phenotype was not found to be statistically different between the subjects successfully genotyped and those not able to be genotyped or not providing DNA, suggesting that results found in the genotyped subpopulation are likely to represent the total cohort. The high allele frequency of this polymorphism meant subject numbers remained adequate to detect significant associations. The association between CD14 C-159T and childhood-onset atopy may result from a direct functional effect on sCD14 and IgE levels. Increased CD14 expression, as assessed by sCD14 levels and lower IgE levels, has been shown in individuals homozygous for the T allele (13). The CD14 C-159T polymorphism has also been shown to affect transcriptional activity (39), most likely through lowering the affinity of the CD14 regulatory region for Sp3 (40, 41). However, it is possible that the association could be due to linkage disequilibrium of CD14 C-159T with a polymorphism in another gene, although a more plausible candidate gene than CD14 in this region has not been identified (42). The CD14 promoter was recently investigated in more detail and four novel single nucleotide polymorphisms identified in the region: A-1619G, G-1359T, A-1145G, and A-809C (4244). The G-1359T, A-1145G, and C-159T polymorphisms were studied in a cohort of children and found to be in tight linkage disequilibrium (44). Homozygotes for the T/A/C haplotype were shown to have significantly higher IgE levels than homozygotes for both the G/G/T and G/A/C haplotype. Therefore, the possibility exists that one of these, rather than C-159T, may be the polymorphism responsible for the relationships we demonstrated. Ultimately, CD14 may therefore also need to be evaluated in a more comprehensive haplotype context. A potential confounder specific to all longitudinal studies is the "era effect." This can be defined as an effect that occurs in populations in particular calendar years, not as a consequence of a particular year of life but rather as a consequence of temporally acting environmental factors (23). Prevalence of atopic disease was increasing in the 1980s but has continued to increase and has remained at high levels in recent years (4547). Therefore, the effect shown in this study that disappeared with increasing age was more likely to be a result of a genetic rather than an environmental, era-related cause. LPS level was not assessed in this study, therefore the possibility, although remote, exists that differences in CD14 genotypes over the course of the study might be related to a geneenvironment interaction. The use of longitudinal categories of disease was a novel approach to investigating the effect of genotype on asthma phenotype that allowed age relationships to be explored. The categorization of subjects into longitudinal groups was decided according to criteria that were based on available literature and expertise regarding the known influence of puberty on the course of asthma (48, 49). Cross-sectional analyses, a more established although not necessarily better or ideal method of analyzing genotypephenotype associations, were done in this population in an attempt to validate the age cutoffs used for longitudinal analyses. Although data from an inconsistent number of subjects were analyzed using the two approaches, the value of doing both cross-sectional and longitudinal analyses was the ability to further support and interpret age-related findings. Nonetheless, age cutoffs were arbitrary and using different age and exclusion criteria may have resulted in different findings. Future analyses using definitions based on various age cutoffs may clarify this issue. Also, as with all studies, although defining longitudinal categories according to strict criteria increased the accuracy of definition and the validity of results, the number of subjects in each subgroup able to be analyzed became less. At times this resulted in small cell sizes that limited full investigation of persistent compared with remittent disease and may have restricted the ability to detect significant associations. Continuation of the use of this approach of longitudinal phenotype classification, including the use of different criteria, is necessary in more populations to explore these concepts further and expand on the findings of this work. Although data in this study were subject to several analyses, raising the possibility of type I errors, analyses were strictly prioritized and the main hypothesis tested using an a priori approach, therefore no adjustment for multiple comparisons was necessary. In assessing heterogenous disorders, the delineation of homogenous subtypes increases the chances of finding significant genotypephenotype correlations. Atopy is known to have an important association with asthma and AHR (5053). The CD14 C-159T genotype was shown to be associated with AHR but not with wheeze or diagnosed asthma in this population. These findings may be due to the relatively low prevalence of diagnosed asthma in this unselected cohort, with few individuals with asthma taking regular preventive medication. Low numbers of subjects with AHR made conclusions difficult; however, despite this and the inherent variability of AHR, the use of longitudinal categories of disease detected an association between AHR and CD14 genotype. This emphasizes the advantage of longitudinal over cross-sectional studies in ascertaining the causes of genetic susceptibility and supports the need for these cohorts to be investigated into older ages. AHR could have been analyzed as both a dichotomous and continuous variable. However, as the main emphasis of this study was to assess age-related changes, and in view of the complexity of variable numbers, variable responses and multiple time points in this study, dichotomous classification of AHR was used to facilitate comparison of longitudinal and cross-sectional data and to maintain power to draw conclusions. Although in some studies phenotypes are studied in combination, such as wheeze with diagnosed asthma, in this study we specifically selected individual phenotypic parameters, in particular wheeze, because of the complexity of examining longitudinal data sets. In this study, total serum IgE was measured on only two occasions, both of them in adulthood. This enabled us to comment on associations postpuberty but not on the change from childhood to adulthood. Analyses using populations with blood taken from the same individuals in childhood and adulthood would be helpful in expanding our findings. Analyses of CD14 genotype within SPT-positive and SPT-negative subjects were performed to be consistent with previous work (13). Longitudinal studies investigating the outcome of childhood asthma have shown atopy to be a major risk factor for the persistence of asthma into adult life (5456). The potential therefore exists to identify, at a young age, those individuals with the CD14 -159C allele who are "at risk" of developing atopy in childhood and target them for early intervention strategies aimed at preventing sensitization and potentially "immunizing" in favor of the postnatal switch from Th2 to Th1 responses. In this population, only a small number of subjects had early-onset atopy that remitted after childhood, thus limiting some of the statistical conclusions. Longitudinal analysis of populations with larger numbers could confirm our findings and potentially provide insight into the differences between those subjects that develop early-onset atopy and go on to develop persistent disease from those subjects whose atopy resolves. In addition to its impact on atopic disorders, the CD14 C-159T genotype has implications in disorders of other systems. CD14 plays a crucial role as a mediator of the inflammatory response during gram-negative sepsis; therefore individuals at genetically decreased risk of allergic disease may be at increased risk of mortality associated with gram-negative sepsis (57, 58). Studies also report the CD14 C-159T genotype to be associated with altered risk of myocardial infarction (59, 60), atherosclerosis (61, 62), coronary artery lesions in Kawasaki disease (63), increased risk of alcoholic liver damage and cirrhosis (64), as well as renal disease (65). In summary, this study showed that the CD14 -159CC genotype was associated with increased odds of childhood atopy and AHR, the association being present during midchildhood but not by early adulthood. These data are consistent with CD14 C-159T being responsible for an age-related susceptibility to the development of atopy.
The authors thank the parents and children who took part in this study, the team of researchers who collected the data, and Elena Belousova for managing the original database.
Supported by grants from AstraZeneca and Allen and Hanbury's. Conflict of Interest Statement: A.R.O. has no declared conflict of interest; B.G.T. has no declared conflict of interest; G.B.M. has no declared conflict of interest; C.M.H. has no declared conflict of interest; I.A.L. has no declared conflict of interest; J.K.P. has no declared conflict of interest; J.G. has no declared conflict of interest; P.N.LS. received an honorarium of 300 British pounds for giving a lecture to staff at AstraZeneca, UK in 2003. Received in original form February 25, 2003; accepted in final form November 14, 2003
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