Genetic Susceptibility to Asthma Bronchial Hyperresponsiveness Coinherited with a Major Gene for Atopy
Dirkje S. Postma, M.D., Eugene R. Bleecker, M.D., Pamela J. Amelung, M.D., Kenneth J. Holroyd, M.D., Jianfeng Xu, M.S., Carolien I.M. Panhuysen, M.D., Deborah A. Meyers, Ph.D., and Roy C. Levitt, M.D.
Background Bronchial hyperresponsiveness, a risk factor forasthma, consists of a heightened bronchoconstrictor responseto a variety of stimuli. The condition has a heritable componentand is closely related to serum IgE levels and airway inflammation.The basis for these relations is unknown, as is the mechanismof genetic susceptibility to bronchial hyperresponsiveness.We attempted to define the interrelation between atopy and bronchialhyperresponsiveness and to investigate the chromosomal locationof this component of asthma.
Methods We studied 303 children and grandchildren of 84 probandswith asthma selected from a homogeneous population in the Netherlands.Ventilatory function, bronchial responsiveness to histamine,and serum total IgE were measured. The association between thelast two variables was evaluated. Using analyses involving pairsof siblings, we tested for linkage between bronchial hyperresponsivenessand genetic markers on chromosome 5q31-q33, previously shownto be linked to a genetic locus regulating serum total IgE levels.
Results Serum total IgE levels were strongly correlated (r =0.65, P<0.01) in pairs of siblings concordant for bronchialhyperresponsiveness (defined as a >20 percent decrease inthe forced expiratory volume in one second produced by histamine[threshold dose, <16 mg per milliliter]), suggesting thatthese traits are coinherited. However, bronchial hyperresponsivenesswas not correlated with serum IgE levels (r = 0.04, P>0.10).Analyses of pairs of siblings showed linkage of bronchial hyperresponsivenesswith several genetic markers on chromosome 5q, including D5S436(P<0.001 for a histamine threshold value of 16 mg per milliliter).
Conclusions This study demonstrates that a trait for an elevatedlevel of serum total IgE is coinherited with a trait for bronchialhyperresponsiveness and that a gene governing bronchial hyperresponsivenessis located near a major locus that regulates serum IgE levelson chromosome 5q. These findings are consistent with the existenceof one or more genes on chromosome 5q31-q33 causing susceptibilityto asthma.
Bronchial hyperresponsiveness is a fundamental characteristicof asthma thought to have a heritable component.1 Longitudinalstudies in children show that bronchial hyperresponsivenessprecedes asthma and is a risk factor for the development ofasthma.2,3 Studies in both humans and animals have demonstrateda genetic predisposition to bronchial hyperresponsiveness,2,3,4,5,6,7,8,9,10such as greater concordance for this trait among monozygotictwins than among dizygotic twins.9,10 Bronchial hyperresponsivenessto carbachol appears to be inherited as an autosomal dominanttrait,4 but the bimodal distribution of bronchial responsivenessto methacholine is not controlled by a single gene.5 Althoughthese studies confirm a strong heritable predisposition to bronchialhyperresponsiveness, the genetic regulation and chromosomallocation of this trait remain unknown.
Bronchial hyperresponsiveness is accompanied by bronchial inflammationand an allergic diathesis in patients with asthma.11,12,13,14,15,16,17,18,19Even in children with no history or symptoms of atopy or asthma,bronchial hyperresponsiveness is strongly associated with elevatedserum IgE levels.17 We and others have recently identified amajor locus regulating serum IgE levels on chromosomes 5q31-q33.20,21This chromosomal region is rich in candidate genes, many ofwhich regulate IgE production either directly or indirectlyand affect the activation and proliferation of cells involvedin inflammatory processes associated with bronchial hyperresponsiveness,allergy, and asthma.11,12,13,14,15,16,17,18,19,22,23,24,25,26,27,28Thus, chromosome 5q31-q33 may also represent a candidate regionfor the genetic regulation of bronchial hyperresponsiveness.
Although population studies clearly show a very strong associationbetween atopy and bronchial hyperresponsiveness,17,18,19 theycannot identify patterns of inheritance or the number of genesinvolved, the magnitude of their effects, or in most cases,their location.29 However, linkage analysis can facilitate thedissection of the genetics of complex diseases such as asthma.29To explain the close interrelation between bronchial hyperresponsivenessand atopy, we used family studies to investigate whether thesetraits are coinherited. Because a major gene regulating serumIgE has previously been mapped to chromosome 5q31-q33,20,21we also tested whether genetic susceptibility to bronchial hyperresponsiveness,provoked by histamine, was coinherited with markers from thisregion.
Methods
Ascertainment of Study Families
Since the early 1960s Beatrixoord, near Groningen, the Netherlands,has served as a rehabilitation facility and a regional referralcenter for patients with asthma and airways disease. Between1962 and 1970, 1284 patients with obstructive airways diseasewere evaluated while their symptoms were clinically stable.Eighty-four families were selected by identifying in each casea proband with symptomatic asthma who was 45 years of age oryounger and who had bronchial hyperresponsiveness to histamineat the time of the first study.30
Clinical Assessment
The original evaluation of the probands included the performanceof skin tests with common allergens, pulmonary-function testing,and testing of bronchial responsiveness with histamine.31 Theprobands were restudied approximately 25 years later, alongwith all their available children, grandchildren (six yearsof age and older), and spouses. Testing of relatives includeda standard respiratory questionnaire (modified version of theBritish Medical Council questionnaire with additional questionson symptoms and therapy of allergy and asthma), pulmonary-functiontesting, measurement of bronchial responsiveness to inhaledhistamine, skin tests, and measurement of serum total IgE.30,31
The level of serum total IgE (expressed as international unitsper milliliter) was used as an index of atopy and measured bysolid-phase immunoassay (Pharmacia Diagnostics, Uppsala, Sweden).The mean of duplicate samples was used. The test was repeatedif the difference between duplicate samples exceeded 5 percent.Segregation analyses of log10 serum total IgE levels suggestedrecessive inheritance of high IgE levels in this population.21The mean IgE levels associated with the low IgE and high IgEphenotypes were 38 and 437 IU per milliliter, respectively.21In the frequency distribution, a level of 100 IU per milliliterbest distinguished the high- from the low-phenotype group; wetherefore defined persons with elevated serum total IgE levelsas those with levels above 100 IU per milliliter.
Bronchial responsiveness was tested in family members accordingto the method of de Vries et al.32 because this method was usedto assess the probands between 1962 and 1970. To test bronchialresponsiveness, the subjects first inhaled a diluent for 30seconds of normal breathing and then inhaled doses of histaminethat were doubled every 5 minutes (from 0.5 mg per milliliterto 32 mg per milliliter). The test was stopped when the forcedexpiratory volume in one second (FEV1) fell by 20 percent ormore, or the highest concentration of histamine (32 mg per milliliter)was reached. For subjects with less than a 20 percent decrementin FEV1 at the highest concentration of histamine, a thresholdvalue of 64 mg of histamine per milliliter was arbitrarily assigned.The lowest concentration of histamine that induced a declinein the FEV1 of at least 20 percent was termed the thresholdvalue. Subjects were classified as positive or negative forbronchial hyperresponsiveness on the basis of their histaminethreshold value (with positive status defined by a value ofeither <16 or <32 mg per milliliter). Bronchial hyperresponsivenesswas also expressed as the provocation concentration of histaminecausing a 20 percent decrease in the FEV1 (PC20) and was estimatedby extrapolation from the doseresponse curve.
Molecular Methods
DNA was extracted from peripheral leukocytes from members ofthe 84 families, as described previously (no DNA was availablefrom 8 additional families that have been studied previously).21,31Genomic DNA was diluted to a concentration of 200 µg permilliliter for amplification. Simple-sequence-repeat loci33were selected from the Genome Data Base (Welch Library, JohnsHopkins University, Baltimore) and included those used to demonstratelinkage to a major locus regulating serum total IgE.21 The productswere amplified by the polymerase chain reaction34 and sizedaccording to previously described methods.21 The samples werehandled as described by Weber and May33 with minor modifications.One or two simple-sequence-repeat loci were loaded on each gel.Genotypes were determined from two independent readings of eachautoradiograph by persons who were unaware of the families'clinical characteristics.
Linkage Analyses
Linkage analysis is an analytic method to test for cosegregationat meiosis of a chromosomal region determining a trait or disorder.In the absence of a genetic model for the inheritance of bronchialhyperresponsiveness, and assuming that multiple genes on differentchromosomes regulate this trait, we used a nonparametric approachto test for linkage. Linkage analyses were performed with methodsinvolving affected pairs of siblings (Sibpal, Sage, LouisianaState University, New Orleans),35 an established approach forthe investigation of the genetic basis of complex traits, suchas bronchial hyperresponsiveness, atopy, and asthma. Affectedpairs of siblings are usually tested first, since a proportionof unaffected pairs of siblings may be gene carriers who donot express the trait. In contrast to lod-score methods, inthis method the model for inheritance (dominant, recessive,and so on) does not need to be specified. Thus, the clinicalcharacteristics of the parents are not used in testing for linkage;the pertinent observation is how often two affected offspringshare copies of the same parental marker allele.36 If the samecopy of a marker allele is observed in different offspring,the alleles are said to be inherited in a manner that is termed"identical by descent." Linkage is suggested when affected pairsof siblings are identical by descent for a marker allele significantlymore often than expected by chance (50 percent). The transmissionof a specific marker allele with a disease gene in differentoffspring suggests that the marker locus is linked with thedisease or located close enough to it on the same chromosomethat they cosegregate during meiosis. The disease trait canthen be mapped because the chromosomal location of the markeris known.
We also analyzed bronchial hyperresponsiveness as a quantitativetrait using a regressive approach to identify the relation betweensiblings for the actual PC20 values and the proportion of markeralleles identical by descent.35 As with least-squares regressionanalysis, this method uses the regression of the squared differencein the actual PC20 value on the estimated proportion of allelesidentical by descent from all pairs of siblings from all familiesto test for linkage.
Statistical Analysis
All clinical and genotype data were managed with Paradox onan IBM personal computer (IBM, Research Triangle Park, N.C.).Pearson correlation coefficients and chi-square tests were performedwith SAS software (SAS Institute, Cary, N.C.). All P valuesare two-tailed except those for analyses of affected pairs ofsiblings, in which a one-tailed test was used because we weretesting only for an increased sharing of alleles.
If the serum total IgE level is assumed to be strongly correlatedwith susceptibility to bronchial hyperresponsiveness,11,12,13,14,15,16,17,18,19and each is largely determined by genetic background,2,3,4,5,6,7,8,9,10,20,21then these traits should be inherited independently at meiosisif the genes responsible are located on different chromosomes.To test the hypothesis that genes determining serum IgE leveland susceptibility to bronchial hyperresponsiveness are coinherited(cosegregate at meiosis), we examined whether there was a correlationin serum total IgE values between pairs of siblings who wereconcordant for bronchial hyperresponsiveness or for the absenceof bronchial hyperresponsiveness and whether there was a correlationin log10 PC20 FEV1 values between pairs of siblings who wereconcordant for elevated serum total IgE values (log10 value,>2). If these traits are not genetically linked (segregateindependently at meiosis), then siblings concordant for onetrait would not be expected to be concordant for the secondtrait.
Results
Relation between the Inheritance of Bronchial Hyperresponsiveness and Serum Total IgE Levels
Table 1 lists the clinical and physiologic data on the first-degree(children) and second-degree (grandchildren) offspring includedin our analyses, the 84 probands and their spouses, and thespouses of 29 of the probands' children. There were no half-siblings.Only 19.5 percent of the spouses, including those of the probands'offspring, met the criteria for bronchial hyperresponsiveness(PC20,<32 mg of inhaled histamine per milliliter), whereas33.6 percent of the first-degree offspring and 35.7 percentof the second-degree offspring were classified as having bronchialhyperresponsiveness. Only six kindreds had at least one affectedpair of siblings whose spouses were also hyperresponsive tohistamine.
Table 1. Clinical and Physiologic Characteristics of the Probands, Their First- and Second-Degree Offspring, and Their Spouses.
Serum total IgE levels were correlated in 35 pairs of siblings(the offspring of the probands) who were concordant for bronchialhyperresponsiveness (histamine threshold value, <32 mg permilliliter) (r = 0.40, P<0.05) (Figure 1A), suggesting thatthese traits are coinherited. When a more conservative definitionof bronchial hyperresponsiveness was used (histamine thresholdvalue, <16 mg per milliliter), serum total IgE values werecorrelated in 15 pairs of siblings who met this criterion (r= 0.65, P<0.01) (Figure 1B). Eleven of these 15 pairs ofsiblings (73 percent) had elevated IgE levels (>100 IU permilliliter, or a log10 value >2). Among these 15 pairs ofsiblings, only 7 subjects did not report symptoms of asthma.The PC20 values for pairs of siblings with elevated IgE levelsare shown in Figure 2. Bronchial hyperresponsiveness was notcorrelated with IgE levels (r = 0.04, P>0.10).
Figure 1. Relation of Serum Total IgE Values in pairs of Siblings Concordant for Bronchial Hyperresponsiveness to Histamine Producing a 20 Percent Decrease in FEV1.
The siblings are the offspring of the probands (children and grandchildren). In Panel A, analysis of serum total IgE levels (log10 values) in 35 pairs of siblings with bronchial hyperresponsiveness (histamine threshold value, 32 mg per milliliter) shows a significant correlation (r = 0.40, P<0.05), suggesting that these traits may cosegregate at meiosis. In Panel B, analysis of serum total IgE levels in 15 pairs of siblings with bronchial hyperresponsiveness (histamine threshold value, 16 mg per milliliter) shows a significant correlation (r = 0.65, P<0.01) despite the use of a more conservative definition of bronchial hyperresponsiveness. When these pairs of siblings were subdivided on the basis of IgE values, the majority had elevated levels (log10 value, >2). All of these pairs of siblings share one or more parental alleles for D5S436 or D5S658. The asterisks indicate two sets of overlying values.
Figure 2. Relation of PC20 Values in 72 Pairs of Siblings Concordant for Elevated Serum Total IgE Levels (Log10 Value, >2).
The study subjects were the children and grandchildren of the probands. In subjects who had no significant response to the inhalation of 32 mg of histamine per milliliter (the highest concentration tested), a PC20 value of 64 mg per milliliter was arbitrarily assigned. Bronchial hyperresponsiveness was not correlated with IgE levels (r = 0.04, P>0.10). The asterisks indicate two sets of overlying values, the daggers three sets, and the double dagger four sets.
Linkage Analyses
Table 2 shows the results of linkage analyses in the pairs ofsiblings with bronchial hyperresponsiveness (histamine thresholdvalue, <32 mg per milliliter). These loci are listed in theorder in which they currently appear on genetic maps (in whichthe beginning of the list indicates the most centromeric location)37of chromosome 5q31-q33 covering a region of approximately 18cM (Figure 3). There was statistically significant evidenceof linkage with D5S436 and several markers located nearby. Themarkers were considered informative when maternal and paternalalleles could be distinguished in the offspring. Markers D5S658and D5S436, spanning a distance of approximately 3 million basepairs on chromosome 5q, were informative in 35 pairs of siblingswith bronchial hyperresponsiveness. D5S658 and D5S436 showedevidence of linkage with bronchial hyperresponsiveness (P =0.03 and P = 0.009, respectively). The gene candidates fibroblastgrowth factor acidic and colony-stimulating factor receptor1 also showed evidence of linkage with bronchial hyperresponsiveness(P = 0.015 and P = 0.05, respectively), despite being less informativemarkers than D5S658 or D5S436. When we used a more conservativehistamine threshold of <16 mg per milliliter we identifiedlinkage between bronchial hyperresponsiveness and D5S436 in14 pairs of siblings (empirical P = 0.001; mean proportion ofalleles that were identical by descent, 0.77; excess of parentalalleles shared, 27 percent).
Figure 3. Map Showing the Relative Order of and Distance between the Polymorphic Genetic Markers Used and the Approximate location of the Gene Candidates for Asthma, Bronchial Hyperresponsiveness, and Atopy Relative to the MarkersStudied.
The map includes the following genes: interleukin-4, 13, 5, and 3; immune regulatory factor 1 (IRF1); cell division cycle 25 (CDC25); granulocytemacrophage colony-stimulating factor (CSF2); early growth response gene 1 (EGR1); CD14;2-adrenergic receptor (ADRB2); lymphocyte-specific glucocorticoid receptor (GRL1); and platelet-derived growth factor receptor (PDGFR). Bands 5q31q33 extend from approximately interleukin-4 to D5S410. The distances reported are sex-averaged recombination fractions.37 (The approximate location of and distances between gene candidates are derived from the Genome Data Base [recorded October 12, 1994] and the Cooperative Human Linkage Center Database.) Since the markers within colony-stimulating factor receptor 1 (CSF1R) and fibroblast growth factor acidic (FGFA) have not been incorporated into the published maps, we have placed them in their approximate location on the basis of our mapping data.
Table 3 shows the results of linkage analysis of bronchial responsivenessas a qualitative trait (histamine threshold value, <32 mgper milliliter) with D5S436. When both siblings were negativefor bronchial hyperresponsiveness (173 pairs of siblings), therewas an increased sharing of marker alleles, whereas if one memberof a pair of siblings was positive for bronchial hyperresponsivenessand the other was negative (114 pairs of siblings), the pairtended not to share parental alleles (P<0.001). As discussedabove, there was an excess sharing of alleles for D5S436 (P= 0.009) in the 35 pairs of siblings who were concordant forbronchial hyperresponsiveness. The linear regression showedthat these data were significant (P = 0.000002) (Table 3). Statisticalevidence of linkage was not found (P>0.01) for D5S470, D5S500,D5S393, or fibroblast growth factor acidic when we conducteda similar analysis using the data from all pairs of siblings.Finally, there was strong statistical evidence of linkage ofD5S436 with bronchial hyperresponsiveness when bronchial hyperresponsivenesswas analyzed as a quantitative trait (P<0.001) (see the Methodssection). There was still significant evidence of linkage betweenbronchial hyperresponsiveness and D5S436 when log10 serum totalIgE levels were included as a covariate (P<0.002).
Table 3. Linkage Analysis of D5S436 with Bronchial Responsiveness as a Qualitative Trait in Pairs of Siblings.
Discussion
Dissecting the Complex Components of Asthma
The clinical characterization of asthma is difficult, and thiscomplicates the mapping of genes for the disorder. However,critical components of asthma, such as bronchial-hyperresponsivenessand allergic status, can be defined more objectively. In ourstudies of families, we adopted a strategy that focused on identifyingthe genes predisposing subjects to these known abnormalitiesand the risk factors associated with asthma.21,31,38 This strategyoptimized the likelihood of success in dissecting the complexgenetic factors determining susceptibility to asthma. Althoughthis mapping approach has limitations,29 the recent identificationof major loci important in essential hypertension,39 breastcancer,40 and diabetes41 confirms that these methods are usefulfor investigating the pathogenesis of common complex geneticdisorders. Moreover, the study of asthma was recently advancedby the identification of a major genetic locus regulating serumIgE levels on chromosome 5q31-q33.20,21
Evidence Supporting the Colocalization of Bronchial Hyperresponsiveness and a Major Gene Regulating Serum Total IgE
In several different populations, serum IgE levels, bronchialhyperresponsiveness, and asthma are strongly associated in epidemiologicstudies.17,18,19,42,43,44,45 We also observed a very strongassociation between IgE levels and bronchial hyperresponsiveness,since more than 50 percent of the offspring with elevated IgElevels in our study had physiologic evidence of bronchial hyperresponsiveness(data not shown). The striking feature of this study is thecoinheritance and colocalization of a gene that determines bothbronchial responsiveness and serum IgE levels. Moreover, theevidence of the coinheritance of these traits in this familystudy provides a potential genetic mechanism to explain therelation between these variables in prior epidemiologic studies.17,18,43,44,45In particular, we interpret these results as suggesting thatthere are one or more closely associated susceptibility geneson the same chromosome that are important in the developmentof bronchial hyperresponsiveness and the regulation of serumIgE levels. For traits to be coinherited in siblings, they mustcosegregate with each other at meiosis. This implies geneticlinkage to the same chromosomal region. If bronchial hyperresponsivenessand serum IgE levels are not linked (i.e., these traits aredetermined by genes on separate chromosomes), they should beinherited independently of each other. In contrast, serum totalIgE levels were highly correlated in pairs of siblings concordantfor bronchial hyperresponsiveness (Figure 1A and Figure 1B).Since these traits appear to be coinherited, they should mapto the same chromosomal region.
Mapping of Bronchial Hyperresponsiveness to Chromosome 5q31-q33
Linkage analysis was used to identify a genetic location forbronchial hyperresponsiveness. Because bronchial hyperresponsivenessmapped to a major gene for atopy, we examined chromosomal regionsreported to be important in the regulation of serum IgE levels.Candidate regions for atopy have been described through linkageanalyses.20,21,46,47,48 Previous studies have suggested thatatopy and bronchial hyperresponsiveness in the current studypopulation are not linked to a genetic locus on chromosome 11q.31However, there is evidence of a major gene for atopy on chromosome5q31-q33.20,21 Therefore, to determine the chromosomal locationof a gene or genes governing susceptibility to bronchial hyperresponsiveness,which would be coinherited with a major gene for atopy, we performedlinkage analyses between bronchial hyperresponsiveness and geneticmarkers on chromosome 5q. Analyses of affected pairs of siblingsdemonstrated statistically significant evidence of linkage betweenbronchial hyperresponsiveness and D5S436, D5S658, and severalother markers located nearby on chromosome 5q31-q33 (Table 2).These data strongly support the hypothesis that one or moreclosely spaced genes on chromosome 5q31-q33 determine susceptibilityto bronchial hyperresponsiveness and atopy.
Candidate Genes for Asthma on Chromosome 5q31-q33
Chromosome 5q31-q33 was originally examined because it is especiallyrich in genes that are implicated in bronchial inflammationassociated with asthma (Figure 3).24,25,26,27,28,49,50,51 Granulocytemacrophagecolony-stimulating factor, fibroblast growth factor acidic,other colony-stimulating factors and receptors, the lymphocyte-specificglucocorticoid receptor 1, and the 2-adrenergic receptor mapto this area.24 A cluster of cytokines, interleukin-3, 4, 5,9, and 13, are also tightly linked and map to this region.24,25,26,27,28These cytokines have overlapping effects on the growth and proliferationof B cells and other cells associated with allergic inflammation.49,50,51Interleukin-9 enhances interleukin-4dependent synthesisof immunoglobulin, and interleukin-13 regulates the expressionof CD23, an IgE surface-antigenbinding factor.26,28 Oneof the limitations of our study is that we cannot exclude anyof these candidates. However, further mapping with genetic markersthrough this region may provide evidence in the future of linkagedisequilibrium and should facilitate the positional cloningof a specific candidate gene.29,52 Moreover, although our datastrongly support the localization to chromosome 5q31-q33 ofgenetic factors important to susceptibility to asthma, we cannotyet establish whether these linkages are due to a single gene,nor can we offer a precise location for the gene or genes onchromosome 5q31-q33. Further studies aimed at identifying aspecific genetic model for bronchial hyperresponsiveness andasthma will be useful in this regard.
Implications for the Clinical Assessment of Asthma
Our findings have potential implications for the role of bronchialhyperresponsiveness in the clinical assessment of asthma. Wefound evidence that elevated levels of IgE are coinherited withbronchial hyperresponsiveness, yet bronchial responsivenesswas not correlated in siblings concordant for elevated serumtotal IgE levels (log10 value, >2) (Figure 2). These dataimply that serum total IgE levels can be influenced by multiplegenetic and environmental factors that may not be common tothe development of bronchial hyperresponsiveness. Because allergyis prevalent, it is likely that certain factors affecting serumtotal IgE levels are not common to the development of asthma.Moreover, because bronchial hyperresponsiveness is a known riskfactor in asthma,2,3 one interpretation of these data is thatbronchial hyperresponsiveness may be a more specific measureof susceptibility to asthma than serum total IgE levels. Sincethese measurements were made simultaneously, discordance betweenpairs of siblings for bronchial hyperresponsiveness would representan inability to detect this risk factor despite concomitantenvironmental exposure in these subjects resulting in elevatedserum total IgE levels. This latter explanation seems less likelyin our view, since numerous studies suggest that these traitsare generally expressed together in asthma.17,18,19,42,43,44,45
Conclusions
This study mapped bronchial hyperresponsiveness to a regionof chromosome 5q31-q33 previously reported as one site for amajor locus regulating serum total IgE.20,21 These data providestrong evidence of one or more susceptibility loci on chromosome5q31-q33 that contribute to bronchial hyperresponsiveness andatopy and that are closely associated with bronchial inflammationcritical in the pathogenesis of asthma. The coinheritance andgenetic colocalization of essential components of asthma generatemany important new questions about the molecular basis of susceptibilityto this disorder. However, replication of our findings in otherpopulations, including those identified randomly, will be usefulto allow their generalization and to guide future studies onthe molecular relations between these risk factors and the developmentof asthma.
Supported by a grant (90.39) from the Dutch Asthma Funds, agrant (HL-48341) from the National Institutes of Health, anda grant from the American Lung Association.
We are indebted to Mr. Carl Dragwa, Ms. Anne Jedlicka, Ms. JenniferChon, Mr. E. Gankema, and Mr. E.W. Taylor for technical assistance,to Dr. Jonathon Samet for his suggestions, to the families whoparticipated in this study, and to the Public Health Servicefor developing the computer program Sage.
Source Information
From University Hospital, Groningen, the Netherlands (D.S.P.); the University of Maryland School of Medicine, Baltimore (E.R.B., P.J.A.); the Asthma Center, Beatrixoord, Haren, the Netherlands (C.I.M.P.); and Johns Hopkins University School of Medicine, Baltimore (K.J.H., J.X., D.A.M., R.C.L.).
Address reprint requests to Dr. Levitt at Meyer 8-134, 600 N. Wolfe St., Johns Hopkins Hospital, Baltimore, MD 21287-7834.
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