Abstract
Little is known about the influence of asthma status on humoral and cell-mediated immune responses to measles–mumps–rubella (MMR) vaccine viruses. We compared the virus-specific IgG levels and lymphoproliferative response of peripheral blood mononuclear cells to MMR vaccine viruses between asthmatic and nonasthmatic patients. The study subjects included 342 healthy children aged 12–18 years who had received two doses of the MMR vaccine. We ascertained asthma status by applying predetermined criteria. Of the 342 subjects, 230 were available for this study of whom 25 were definite asthmatic patients (10.9%) and the rest of subjects were nonasthmatic patients. The mean of the log-transformed lymphoproliferative responses between definite asthma and nonasthma who had a family history of asthma were for measles, 0.92 ± 0.31 versus 1.54 ± 0.17 (p = 0.125); for mumps, 0.98 ± 0.64 versus 2.20 ± 0.21 (p = 0.035); and for rubella, 0.12 ± 0.37 versus 0.97 ± 0.16 (p = 0.008), respectively, adjusting for the duration between the first MMR vaccination and determination of the immune responses. There were no such differences among children without a family history of asthma. MMR virus–specific IgG levels were not different between study subjects with or without asthma. The study findings suggest asthmatic patients may have a suboptimal cell-mediated immune response to MMR vaccine viruses and a family history of asthma modifies this effect.
Despite the introduction of widespread measles–mumps–rubella (MMR) immunization programs, mumps, measles, and rubella continue to cause outbreaks throughout the world. In the United States, sporadic epidemics of measles, mumps, and rubella continue to occur despite the fact that most of these subjects have received one or two doses of MMR vaccine.1,2 For example, the largest mumps outbreak in 20 years took place in the United States in 2006.3 A total of 6584 cases were reported in 2006 but there was no mortality related to this outbreak. This mumps outbreak raises a significant public health concern because it occurred despite high MMR vaccine coverage. The national coverage of one-dose mumps vaccination among preschoolers was 89% or more nationwide and 86% or more in highly affected states. In 2006, the national two-dose coverage among adolescents, who were the highest risk group during the mumps outbreak, was 87%, the highest in U.S. history.3
According to the data from the National Health and Nutrition Examination Survey conducted during 1999–2004, the overall seroprevalence of measles IgG antibody, was 95.9% so measles seropositivity was at or above the estimated threshold of 93–95% that is needed for elimination of measles and the ongoing transmission of measles virus was declared to be eliminated in the United States in 2000. Although, the MMR vaccine is efficacious (~90%),4 the rate of vaccine failure or loss of immunity after one or two doses of MMR vaccines is not trivial.5,6 In addition, there is significant variation of measles virus–specific IgG levels among different ethnic groups and birth cohorts.7–9
At present, it is not known why the MMR epidemic suddenly occurred and resulted in extraordinary mortality and morbidity even among populations who were considered to be properly vaccinated1,2,10 despite no altered biological characteristics of virus. Thus, it is likely that host factors play a role in humoral and cell-mediated immunity (CMI) responses in long-term protection against viral infections. In this respect, asthma has significantly increased over the past 20 years in developed countries including the United States11 and asthma is the most common chronic disease among childhood and causes major morbidity in adults affecting 32 million Americans and 300 million people worldwide.12 Importantly, asthma has been reported to be associated with poor humoral and/or CMI responses to various vaccines.13–15 The impact of asthma on susceptibility to microbial infections at a population level is not known, but two independent studies reported the most common chronic condition among individuals who were admitted to the hospital or intensive care units with the novel H1N1 influenza virus was asthma, suggesting a potential role of asthma in determining susceptibility to or severity of viral infections.16,17
At present, the humoral and CMI responses to MMR vaccine viruses in individuals with asthma have not been investigated. The results of this investigation are likely to give us an insight into the role of asthma in MMR immunity and potentially immunity to other viral infections. We conducted a cross-sectional study to compare the MMR virus–specific IgG levels and lymphoproliferative response of peripheral blood mononuclear cells (PBMCs) to MMR vaccine viruses between children with asthma and those without asthma.
METHODS
Study Setting
With the exception of a higher proportion of the working population employed in the health care industry, characteristics of the city of Rochester and Olmsted County populations are similar to those of the U.S. white population.5,18 Because the Rochester Epidemiology Project links records to all residents in the county, all inpatient and outpatient medical records are available for this study, allowing for verification of vaccine status and ascertainment of asthma through comprehensive medical record reviews. Therefore, Olmsted County, MN, is an excellent study setting to conduct this current study because medical care is virtually self-contained within the community with a unified medical record system for research among two medical centers for the past 90 years.
Study Subjects and Design
The study protocol was approved by the institutional review boards at both the Mayo Clinic and the Olmsted Medical Center. The study was a cross-sectional study. The study subjects of the original study were described in a previous article19 and 342 subjects from the original study were eligible for this present study. The MMR vaccination is part of a routine program and all enrolled participants had documentation in their medical record of having received two doses of MMR-II vaccine. All enrolled participants resided in Olmsted County, MN, where no wild-type MMR virus had circulated in the area throughout the subjects’ lifetime. We excluded subjects who did not grant research authorization for medical record review.
MMR Vaccine Virus-Specific IgG Levels
The details of the assay method were reported previously.20 Quantitative levels of measles, mumps, and rubella IgG antibody titers for all serum specimens were determined by the Enzygnost (Dade Behring, Marburg, Germany) antimeasles virus/IgG enzyme immunoassay (EIA; sensitivity, 99.6%; specificity, 100%), antimumps virus/IgG EIA (sensitivity, 95.4%; specificity, 93.7%), and antirubella virus/IgG EIA (sensitivity, 100%; specificity, 98.5%), respectively, according to the manufacturer's instructions. The coefficients of variation in our laboratory for the measles, mumps, and rubella assays were 3.8, 4.1, and 4.0%, respectively.
Lymphoproliferative Response of PBMCs to MMR Viruses
The details of the assay method were reported previously.21 Briefly, MMR-specific T-cell responses were measured by proliferation of fresh PBMCs (2 × 105 cells/well) incubated in RPMI-1640 medium, supplemented with 5% autologous sera with live attenuated individual MMR vaccine virus (Wistar RA 27/3 strain, 75 pfu/well) and compared with unstimulated cell control wells. T-lymphocyte proliferation was measured after 4 days by [3H]-tritiated thymidine uptake. Cells were pulsed with 1 μCi of tritiated thymidine (Perkin-Elmer, Boston, MA) for 18 hours and then harvested onto glass fiber filters, using a 96-well harvesting system (Skatron Instruments, Lier, Norway). For each subject, median cpm were calculated for unstimulated cells, as well as for cells stimulated with MMR vaccine virus. Results were then expressed as antigen-specific stimulation indices.
Determination of Asthma
The criteria for asthma were developed by a previous study and a number of publications on asthma epidemiology research have used these criteria to define asthma.22–24 These criteria are detailed in Table 1. Data abstractors were completely blinded to data on immune responses to the MMR vaccine virus and observation bias or detection bias was unlikely. The date of onset of asthma (incident date) was defined as the earliest constellation of symptoms found in the medical record that met the predetermined criteria for asthma in Table 1 regardless of the physician diagnosis of asthma. In this study, we included only children who met the criteria for definite asthma and nonasthmatic children at the time of enrollment of the original study.
Table 1.
Patients were considered to have definite asthma if a physician had made a diagnosis of asthma plus any one of the following three conditions were present OR if each of the following three conditions were present, and they were considered to have probable asthma if the first two of the following three conditions were present: | |
1. | History of cough, dyspnea, and/or wheezing, OR history of cough and/or dyspnea plus wheezing on examination. |
2. | Substantial variability of symptoms from time to time or periods of weeks or more when symptoms were absent. AND |
3. | Two or more of the following: |
Sleep disturbance by nocturnal cough and wheeze | |
Nonsmoker (≥14 yr of age) | |
Nasal polyps | |
Blood eosinophilia of >300/μL | |
Positive wheal and flare skin tests or elevated serum IgE | |
History of hay fever or infantile eczema or cough, dyspnea, and wheezing regularly on exposure to an antigen | |
Pulmonary function tests showing one FEV1,or FVC of <70% predicted and another with at least 20% improvement to an FEV1 of >70% predicted or a methacholine challenge test showing ≥20% fall in FEV1 | |
Favorable clinical response to bronchodilator |
FEV1 = forced expiratory volume in 1 s; FVC = forced vital capacity.
Other Variables
We also assessed the association between immune responses to MMR vaccine viruses and other potential covariates including sociodemographic variables and the family history of asthma. The family history of asthma was defined by the presence of asthma among first-degree relatives.
Statistical Analysis
The dependent variables were MMR vaccine virus-specific IgG levels and PBMC lymphoproliferative response to MMR vaccine viruses. PBMC lymphoproliferative responses were log transformed for analysis because it had a skewed distribution. The main independent variable was asthma status and other covariates of interest included sociodemographic characteristics and asthma-related variables such as family history of asthma. To determine the association between immune responses to MMR vaccine viruses and asthma status and other covariates, we used an analysis of covariance (ANCOVA) controlling for duration between the first MMR vaccination and determination of the immune responses.
RESULTS
Study Cohort
Of the 342 original subjects, 19 were not eligible for this study because their parents did not provide research authorization for medical record review. Of the 323 eligible subjects, one subject did not have laboratory data, and 92 children did not meet the criteria for definite asthma at the time of enrollment of the original study. Thus, 230 subjects were available for this study of whom 25 were definite asthmatic patients (10.9%) and the rest of the subjects were nonasthmatic patients. The sociodemographic and clinical characteristics of the eligible subjects for this study and the excluded subjects are summarized in Table 2. The results suggested no significant differences in characteristics between included and excluded subjects. The mean age of asthmatic patients at the index date of asthma was 5 years.
Table 2.
Included Subjects (n = 230) | Excluded Subjects (n = 92) | p Value | |
---|---|---|---|
Gender (male, %) | 51 | 59 | 0.20 |
Ethnicity (%) | |||
White | 99 | 98 | 0.57 |
Nonwhite | 1 | 2 | |
Age at enrollment, yr (mean ± SD) | 16.1 ± 1.94 | 16.1 ± 2.00 | 0.75 |
Maternal educational levels (%) | |||
High school graduate | 15 | 18 | 0.59 |
Some college education | 43 | 41 | |
College graduate | 26 | 32 | |
Graduate school education | 15 | 9 | |
Family history of asthma (%) | |||
Yes | 23 | 30 | 0.20 |
No | 77 | 70 | |
Duration between MMR vaccination and enrollment, yr (mean ± SD) | 15.0 ± 2.0 | 14.9 ± 1.95 | 0.84 |
MMR = mumps-measles-rubella.
The Relationship between Lymphoproliferative Responses to MMR Vaccine Virus and Asthma Status
The results for the comparison of the log-transformed lymphoproliferative response to MMR vaccine viruses for nonasthma and definite asthma are summarized in Table 3. Children with asthma had a tendency toward poorer lymphoproliferative immune responses to MMR vaccine viruses, particularly the rubella vaccine virus, compared with nonasthmatic children, adjusting for the duration between the first MMR vaccination and determination of immune responses. To assess the potential immunogenetic influence, we also assessed the influence of family history of asthma on PBMC lymphoproliferative responses and the results are summarized in Table 3. Overall, children with a family history of asthma had poorer PBMC lymphoproliferative responses to MMR vaccine viruses, particularly to the rubella and measles vaccine viruses. To assess the potential interaction between asthma status and family history of asthma in PBMC lymphoproliferative responses, we assessed the relationship between PBMC lymphoproliferative response and asthma status, which was stratified by a family history of asthma. The results are summarized in Table 4. Although asthmatic patients with a family history of asthma had poorer PBMC responses to MMR vaccine viruses than nonasthmatic patients, asthmatic patients without a family history of asthma had similar PBMC responses to nonasthmatic patients, suggesting effect modification for the impact of asthma status on PBMC responses to MMR vaccine viruses by a family history of asthma. None of the sociodemographic factors examined including gender, ethnicity, age at enrollment in the study, and maternal educational levels were significantly associated with PBMC lymphoproliferative responses to MMR vaccine viruses (data not shown).
Table 3.
p Value* | ||
---|---|---|
PBMC lymphoproliferative response to measles vaccine virus (mean ± SE) | ||
Asthma status | ||
Yes | 1.59 ± 0.24 | 0.189 |
No | 1.86 ± 0.08 | |
Family history of asthma | ||
Yes | 1.42 ± 0.16 | 0.010 |
No | 1.94 ± 0.10 | |
PBMC lymphoproliferative response to mumps vaccine virus (mean ± SE) | ||
Asthma status | ||
Yes | 1.88 ± 0.33 | 0.176 |
No | 2.26 ± 0.09 | |
Family history of asthma | ||
Yes | 1.98 ± 0.22 | 0.171 |
No | 2.30 ± 0.11 | |
PBMC lymphoproliferative response to rubella vaccine virus (mean ± SE) | ||
Asthma status | ||
Yes | 0.77 ± 0.20 | 0.041 |
No | 1.20 ± 0.07 | |
Family history of asthma | ||
Yes | 0.78 ± 0.16 | 0.009 |
No | 1.26 ± 0.10 |
The p values analysis of covariance adjusting for duration between MMR vaccination and enrollment in the study (specimen collection).
Table 4.
Presence of Family History of Asthma (n = 44) |
Absence of Family History of Asthma (n = 146) |
||||
---|---|---|---|---|---|
Asthmatic Patients (n = 8) | Nonasthmatic Patients (n = 36) | p-Value | Asthmatic Patients (n = 14) | Nonasthmatic Patients (n = 132) | p Value |
PBMC lymphoproliferative response to measles vaccine virus (mean ± SE) | |||||
0.92 ± 0.31 | 1.54 ± 0.17 | 0.125 | 1.94 ± 0.35 | 1.94 ± 0.10 | 0.929 |
PBMC lymphoproliferative response to mumps vaccine virus (mean ± SE) | |||||
0.98 ± 0.64 | 2.20 ± 0.21 | 0.035 | 2.35 ± 0.39 | 2.29 ± 0.11 | 0.971 |
PBMC lymphoproliferative response to rubella vaccine virus (mean ± SE) | |||||
0.12 ± 0.37 | 0.97 ± 0.16 | 0.008 | 1.32 ± 0.19 | 1.26 ± 0.10 | 0.795 |
Negative value in mean indicates the value below zero because the results were log transformed; all p values were based on analysis of covariance adjusting for duration between MMR vaccination and enrollment in the study (i.e., collection of specimen).
The Relationship between the MMR Vaccine Virus-Specific IgG Levels and Asthma Status
The results of MMR vaccine virus-specific IgG levels between children with and without asthma as well as those with or without family history of asthma are summarized in Table 5. Although there were trends toward lower measles and mumps-specific IgG levels in asthmatic patients, the differences were not statistically significant. Similarly, no significant differences in MMR vaccine virus-specific IgG levels between children with and without a family history of asthma were apparent. Other variables such as age, ethnicity, and maternal educational were not significantly associated with MMR vaccine virus-specific IgG levels (data not shown). However, male patients had lower levels of rubella virus–specific IgG (mean ± SE: 6.20 ± 0.27) than female patients (7.04 ± 0.26; p = 0.018), and this was true for mumps virus–specific IgG levels (26.88± versus 32.05 ± 1.29, respectively; p < 0.001) as well.
Table 5.
p Value* | ||
---|---|---|
Measles vaccine virus-specific IgG levels (mean ± SE) | ||
Asthma status | ||
Yes | 1.59 ± 0.24 | 0.307 |
No | 1.86 ± 0.08 | |
Family history of asthma | ||
Yes | 37.50 ± 2.71 | 0.153 |
No | 42.32 ± 1.56 | |
Mumps vaccine virus-specific IgG levels (mean ± SE) | ||
Asthma status | ||
Yes | 25.89 ± 1.85 | 0.169 |
No | 29.83 ± 0.86 | |
Family history of asthma | ||
Yes | 29.36 ± 2.24 | 0.919 |
No | 29.07 ± 0.88 | |
Rubella vaccine virus-specific IgG levels (mean ± SE) | ||
Asthma status | ||
Yes | 6.67 ± 0.20 | 0.502 |
No | 6.16 ± 0.48 | |
Family history of asthma | ||
Yes | 7.00 ± 0.48 | 0.281 |
No | 6.48 ± 0.22 |
The p values analysis of covariance adjusting for duration between MMR vaccination and enrollment in the study (specimen collection).
DISCUSSION
Although humoral immunity is critical for long-term protection against viral infections, not all seronegative individuals who have primary or secondary vaccine failure develop viral disease on exposure to an index case. Patients with abnormal cellular immunity (e.g., leukemia or human immunodeficiency virus), who have a protective antibody level against a viral vaccine (e.g., measles), have been reported to develop infections and high mortality from viral infection,10,25 suggesting the importance of CMI against viral infection. In addition, because temporal waning of antirubella antibody (–2.4%/year) has been reported,26 without a booster vaccination individuals may eventually be susceptible to rubella. This further highlights the significance of CMI for long-term protection and the importance of investigating the influence of host factor on immune response to viral antigens.
In this respect, our study results indicate that asthmatic children and adolescents with a family history of asthma had much poorer lymphoproliferative responses (a measure for CMI) to rubella and mumps vaccine viruses, compared with those without asthma (see Table 4). Although lymphoproliferative responses to measles vaccine virus in asthmatic patients were poorer than that in nonasthmatic patients, the difference only approached statistical significance. These results took into account the duration between MMR vaccination and determination of immune responses. In our study cohort, only one subject was on inhaled corticosteroids within 30 days before the determination of the immune response and, thus, these findings are unlikely to be explained by the influence of corticosteroids, although corticosteroid has not been associated with poorer humoral or cell-mediated responses (CMI) to vaccines.17,27,28
None of the subjects had any history of immunodeficiency disorder. Other potential factors such as gender and race did not affect CMI to MMR vaccine viruses. Furthermore, because normal responses to a nonspecific antigen such as phytohemagglutinin (used as a positive control for lymphoproliferative assay) were observed in all study subjects (data not shown), the lower T-cell response to virus might be caused by a lower number of virus-specific T cells (i.e., cognate T-cell repertoire against MMR vaccine viruses) and not to a reduced proliferative capacity of T cells to MMR vaccine virus in patients with asthma. Thus, it can be postulated that CMI (and T-cell memory) may wane more rapidly over time among asthmatic patients with a family history of asthma, compared with nonasthmatic patients, although they had normal humoral immune responses to MMR vaccine viruses as shown in our study. However, this more rapid waning of CMI among asthmatic patients with a family history of asthma may result in a significant impact on both humoral and CMI against measles, mumps, and rubella virus infections over time. For example, a study reported that a significant proportion of asthmatic patients aged 1.6–17 years, who had received two doses of MMR vaccine, became seronegative for measles (40–43%) and mumps (25–39%) immunity.15 These data may suggest that asthmatic patients may lose immunity more rapidly and become a susceptible population for outbreaks of serious infectious diseases and, thus, there may be a potential conjunction to asthma prevalence and the 2006 outbreak of mumps in the United States. Suboptimal CMI response to other vaccines has been reported among individuals with asthma or atopic dermatitis.29,30 For example, a previous study reported that 9.2% (8/87) of asthmatic children and adults and 1.2% (1/86) of normal individuals failed to mount a delayed-type hypersensitivity response to tetanus toxoid (p < 0.02).14 Similarly, 45% of patients with atopic dermatitis and 27% of normal individuals failed to mount a delayed-type hypersensitivity response (p < 0.001).29 Therefore, based on our study results and the literature, asthmatic patients, particularly those with a family history of asthma who have suboptimal CMI against measles, mumps, and rubella viruses might be at an increased risk of developing viral disease on exposure to virus, compared with those without asthma. The potential impact of asthma status and family history of asthma on risk of measles, mumps, and rubella viral infection at a population level needs to be investigated.
Importantly, the impact of asthma status on PBMC lymphoproliferative response to MMR vaccine viruses depends on family history of asthma (i.e., there was a poorer CMI responses to MMR vaccine). These data suggest that a family history of asthma may be an important effect modifier for the impact of asthma status on CMI against MMR vaccine viruses and such an impact may be mediated through immunogenetic mechanisms. We postulate that a family history of asthma may be a genetic marker for HLA DR3 gene and the effect modification by a family history of asthma may be mediated through HLA DR3 gene given the known poor immune response to measles vaccine response among HLA DR3 gene carriers.4
The strength of this study was that the self-contained health care environment and unified medical record system for research allowed us to ascertain asthma status reliably. Our study has the inherent limitations of being a retrospective study for outcome measures and asthma ascertainment. However, the dependent variables are objective laboratory values so detection bias was unlikely and a previous study documented the high degree of reliability of our asthma criteria.24 In this study, we did not include children who did not meet the criteria for definite asthma such as probable asthma. However, subjects who were excluded and those included were similar with regard to sociodemographic and clinical characteristics. Our study subjects were predominantly white children so the results might not be applicable to those with other ethnic backgrounds. Finally, our study is based on a small sample size, especially asthmatic subjects, which is subject to replication of the findings in a study with a larger sample size.
In conclusion, asthmatic patients had a suboptimal CMI response to MMR vaccine viruses but a family history of asthma modifies this effect. Given the temporal waning of antibody against vaccination over time and the important role of CMI against viral infections, asthmatic patients may be at an increased risk of developing viral infection over time. The immunogenetic mechanisms for poor CMI responses to MMR vaccine viruses in asthmatic patients need to be determined.
Acknowledgments
Supported by funding from the National Institutes of Health (Grants 5R01AI048793-10 and 5R01AI033144-16), Mayo Clinic, Rochester, Minnesota, and Konkuk University, Seoul, Korea
G. Poland received research funding and serves as chair of a DMSB for non-MMR vaccine study for Merck Research Laboratories. R. Jacobson received funding support for a pneumococcal vaccine study from Wyeth Pharmaceutical Co. The remaining authors have nothing to disclose pertaining to this article
REFERENCES
- 1.Brief report. Update: Mumps activity—United States, January 1–October 7, 2006. MMWR Morb Mortal Wkly Rep. 2006;55:1152–1153. [PubMed] [Google Scholar]
- 2.The Center for Disease Control and Prevention. Dales LG, Kizer KW, Rutherford GW, et al. Measles epidemic from failure to immunize. West J Med. 1993;159:455–464. [PMC free article] [PubMed] [Google Scholar]
- 3.Dayan GH, Quinlisk MP, Parker AA, et al. Recent resurgence of mumps in the United States. N Engl J Med. 2008;358:1580–1589. doi: 10.1056/NEJMoa0706589. [DOI] [PubMed] [Google Scholar]
- 4.Poland G, Ovsyanniikova I, Jacobson R, et al. Identification of an association between HLA class II alleles and low antibody after measles immunization. Vaccine. 2002;20:430–438. doi: 10.1016/s0264-410x(01)00346-2. [DOI] [PubMed] [Google Scholar]
- 5.Boulianne N, De Serres G, Ratnam S, et al. Measles, mumps, and rubella antibodies in children 5–6 years after immunization: Effect of vaccine type and age at vaccination. Vaccine. 1995;13:1611–1616. doi: 10.1016/0264-410x(95)00098-l. [DOI] [PubMed] [Google Scholar]
- 6.Harling R, White JM, Ramsay ME, et al. The effectiveness of the mumps component of the MMR vaccine: A case control study. Vaccine. 2005;23:4070–4074. doi: 10.1016/j.vaccine.2004.10.020. [DOI] [PubMed] [Google Scholar]
- 7.Katz SL, Hinman AR. Summary and conclusions: Measles elimination meeting, 16–17 March 2000. J Infect Dis. 2004;189:S43–S47. doi: 10.1086/377696. [DOI] [PubMed] [Google Scholar]
- 8.McQuillan GM, Kruszon-Moran D, Hyde TB, et al. Seroprevalence of measles antibody in the US population, 1999–2004. J Infect Dis. 2007;196:1459–1464. doi: 10.1086/522866. [DOI] [PubMed] [Google Scholar]
- 9.Ovsyannikova IG, Jacobson RM, Poland GA. Variation in vaccine response in normal populations. Pharmacogenomics. 2004;5:417–427. doi: 10.1517/14622416.5.4.417. [DOI] [PubMed] [Google Scholar]
- 10.Hahne S, Macey J, van Binnendijk R, et al. Rubella outbreak in the Netherlands, 2004 –2005: High burden of congenital infection and spread to Canada. Pediatr Infect Dis J. 2009;28:795–800. doi: 10.1097/INF.0b013e3181a3e2d5. [DOI] [PubMed] [Google Scholar]
- 11.Asher MI, Montefort S, Björkstén B, et al. Worldwide time trends in the prevalence of symptoms of asthma, allergic rhinoconjunctivitis, and eczema in childhood: ISAAC phases one and three repeat multicountry cross-sectional surveys. Lancet. 2006;368:733–743. doi: 10.1016/S0140-6736(06)69283-0. [DOI] [PubMed] [Google Scholar]
- 12.Akinbami L. Asthma prevalence, health care use, and mortality: United States, 2003–2005. The National Center for Health Statistics; 2006. [PubMed] [Google Scholar]
- 13.Beard CM, Yunginger JW, Reed CE, et al. Interobserver variability in medical record review: An epidemiological study of asthma. J Clin Epidemiol. 1992;45:1013–1020. doi: 10.1016/0895-4356(92)90117-6. [DOI] [PubMed] [Google Scholar]
- 14.Grove DI, Burston TO, Wellby ML, et al. Humoral and cellular immunity in asthma. J Allergy Clin Immunol. 1975;55:152–163. doi: 10.1016/0091-6749(75)90011-1. [DOI] [PubMed] [Google Scholar]
- 15.Noseworthy ME, Henderson AM, Kanzira P, et al. Measles, mumps and mycoplasma antibody profile in children with asthma.. The 2005 Annual American Thoracic Society Meeting; San Diego, California. [Google Scholar]
- 16.Jain S, Kamimoto L, Bramley AM, et al. Hospitalized Patients with 2009 H1N1 Influenza in the United States, April–June 2009. N Engl J Med. 2009;361:1935–1944. doi: 10.1056/NEJMoa0906695. [DOI] [PubMed] [Google Scholar]
- 17.Spika JS, Halsey NA, Fish AJ, et al. Serum antibody response to pneumococcal vaccine in children with nephrotic syndrome. Pediatrics. 1982;69:219–223. [PubMed] [Google Scholar]
- 18.Wilkins J, Leedom JM, Salvatore MA, et al. Clinical rubella with arthritis resulting from reinfection. Ann Intern Med. 1972;77:930–932. doi: 10.7326/0003-4819-77-6-930. [DOI] [PubMed] [Google Scholar]
- 19.Ovsyannikova IG, Jacobson RM, Vierkant RA, et al. Human leukocyte antigen class ii alleles and rubella-specific humoral and cell-mediated immunity following measles-mumps-rubella-ii vaccination. J Infect Dis. 2005;191:515–519. doi: 10.1086/427558. [DOI] [PubMed] [Google Scholar]
- 20.Ovsyannikova IG, Jacobson RM, Vierkant RA, et al. HLA supertypes and immune responses to measles-mumps-rubella viral vaccine: Findings and implications for vaccine design. Vaccine. 2007;25:3090–3100. doi: 10.1016/j.vaccine.2007.01.020. [DOI] [PubMed] [Google Scholar]
- 21.Dhiman N, Ovsyannikova IG, Jacobson RM, et al. Correlates of lymphoproliferative responses to measles, mumps, and rubella (MMR) virus vaccines following MMR-II vaccination in healthy children. Clin Immunol. 2005;115:154–161. doi: 10.1016/j.clim.2004.12.010. [DOI] [PubMed] [Google Scholar]
- 22.Juhn Y, Kita H, Lee L, et al. Childhood asthma and measles vaccine response. Ann Allergy Asthma Immunol. 2006;97:469–476. doi: 10.1016/S1081-1206(10)60937-4. [DOI] [PubMed] [Google Scholar]
- 23.Silverstein MD, Reed CE, O'Connell EJ, et al. Long-term survival of a cohort of community residents with asthma. N Engl J Med. 1994;331:1537–1541. doi: 10.1056/NEJM199412083312301. [DOI] [PubMed] [Google Scholar]
- 24.Yawn BP, Yunginger JW, Wollan PC, et al. Allergic rhinitis in Rochester, Minnesota residents with asthma: Frequency and impact on health care charges. J Allergy Clin Immunol. 1999;103:54–f59. doi: 10.1016/s0091-6749(99)70525-7. [DOI] [PubMed] [Google Scholar]
- 25.Hayney MS, Poland GA, Jacobson RM, et al. Relationship of HLA-DQA1 alleles and humoral antibody following measles vaccination. Int J Infect Dis. 1998;2:143–146. doi: 10.1016/s1201-9712(98)90116-3. [DOI] [PubMed] [Google Scholar]
- 26.Kremer JR, Schneider F, Muller CP. Waning antibodies in measles and rubella vaccines—A longitudinal study. Vaccine. 2006;24:2594–2601. doi: 10.1016/j.vaccine.2005.12.015. [DOI] [PubMed] [Google Scholar]
- 27.Lahood N, Emerson SS, Kumar P, et al. Antibody levels and response to pneumococcal vaccine in steroid-dependent asthma. Ann Allergy. 1993;70:289–294. [PubMed] [Google Scholar]
- 28.Silberman H, Overturf GD, Field RJ, et al. Response of renal allograft recipients to pneumococcal vaccine. Ann Surg. 1980;192:199–201. doi: 10.1097/00000658-198008000-00012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Grove DI, Reid JG, Forbes IJ. Humoral and cellular immunity in atopic eczema. Br J Dermatol. 1975;92:611–618. doi: 10.1111/j.1365-2133.1975.tb03139.x. [DOI] [PubMed] [Google Scholar]
- 30.Atkinson TP, Duffy LB, Pendley D, et al. Deficient immune response to mycoplasma pneumoniae in childhood asthma. Allergy Asthma Proc. 2009;30:158–165. doi: 10.2500/aap.2009.30.3207. [DOI] [PubMed] [Google Scholar]