Abstract
Asthma is a multifactorial chronic disease affecting a significant proportion of people in the United States and worldwide. Numerous laboratory and epidemiological studies have attempted to understand the etiology and underlying mechanisms of asthma and to identify effective therapies. However, the impact of asthma on the risk for other diseases has drawn little attention. This paper discusses the potential effects of asthma as a risk factor for other diseases, explores the potential mechanisms, and reviews the implications of the findings to clinical practice, public health, and research.
Asthma is a reversible and variable airflow obstruction caused by chronic airway inflammation. Numerous laboratory and epidemiological studies have focused on the etiology and mechanistic pathways of asthma, in order to improve diagnosis, therapy, and prognosis. Although these efforts have significantly advanced asthma care, particularly therapy, more work is needed to accomplish these goals. In addition, despite the significant proportion of people worldwide who are affected by asthma or other atopic conditions, little effort has been made in assessing and addressing the impact of asthma on the epidemiology of other diseases. Research by our group and others has suggested a potential impact of asthma on susceptibility to other diseases. We postulate that the immunogenetic underpinning of atopic diseases is related to mechanisms underlying an increased risk for other diseases in those with asthma and other atopic diseases.
In this paper, the author makes a case that clinically defined asthma or immunogenetic predisposition to asthma may influence susceptibility to other diseases and suggests that research efforts to identify the etiology of asthma must be juxtaposed to those examining the effects of asthma on various health outcomes. This approach will not only improve asthma care but also enhance efforts to identify the etiology and mechanistic pathways of asthma, because both the etiology and effects of asthma are likely to share the same immunological underpinnings.
The present paper focuses on a primary discussion on the impact of asthma on the risk for microbial infections, using examples of emerging and re-emerging microbial infections, and briefly touches upon the contribution of other atopic conditions to the risk for microbial infections. Subsequently, this discussion is expanded to the risk for chronic pro-inflammatory conditions. Then, the potential mechanisms underlying the association between asthma and other diseases are briefly explored. The final section presents the implications of the scope of this paper related to patient care, research, and public health.
Asthma is the most common chronic childhood illness and a major cause of morbidity in adults, afflicting 9.6%-13% of children1,2 and 7.7%-10.1% of adults in the U.S.2,3 Nearly 30 million Americans and 300 million people worldwide are affected by asthma.4 A similar asthma incidence has been observed in Olmsted County, Minnesota.5,6 Based on medical record reviews for 3,059 children, Yawn et al.6 reported that the prevalence of ever-diagnosed asthma among children in grades K-12 in Rochester (MN, USA) was 17.9% in 1999. There is a debate regarding whether increased asthma prevalence truly exists or is the result of enhanced recognition or changes in diagnostic codes. However, given the improved asthma treatment and access to general medical care, the significant increase of asthma mortality over the past three decades in the U.S. suggests a true increase of asthma prevalence.7-9 At present, there are no overall signs of a declining trend in asthma prevalence; rather, asthma continues to increase in many parts of the world.10 In addition, other atopic conditions, which share many of the same underlying mechanisms, have prevalence trends similar to that of asthma. For example, studies have reported a significant increase in the prevalence of atopic dermatitis throughout the world.11,12 In the U.S., the prevalence of atopic dermatitis is 10%-19%,13-15 affecting 17.8-31.6 million people depending on the criteria for eczema.13 Allergic rhinitis is also seen in a significant proportion of people in the U.S. (26%-33%; approximately 60 million people).13-16 Considering the significant proportion of the population affected by asthma and other atopic conditions, determining the impact of asthma on the risk for other diseases at a population level is advisable.
This section discusses the impact of asthma on the risk for infections caused by Streptococcus pneumonia and Bordetella pertussis (B. pertussis), and for mumps, as examples of re-emerging microbial infections.
Despite the trend toward reduced risk for invasive pneumococcal diseases (IPD) caused by the heptavalent pneumococcal conjugate vaccine serotypes in the U.S.,17-19 Streptococcus pneumoniae (S. pneumoniae) continues to present a global threat of significant morbidity and mortality among both children and adults. For example, because of emerging serotype replacement,20 the Advisory Committee on Immunization Practices (ACIP) of the U.S. Centers for Disease Control and Prevention (CDC) now recommends the 13-valent pneumococcal conjugate vaccine for all children. Given the increasing number of pneumococci serotypes, it is difficult to predict whether vaccine manufacturers will continue to keep up with serotype replacement in the future. Neither natural disease nor vaccination provides complete or life-long immunity against reinfection or new disease. Globally, one million children younger than 5 years of age die from pneumonia and IPD each year.21 In the U.S., the annual number of fatal pneumococcal infections is 40,000.22 S. pneumoniae is responsible for six million cases of otitis media, 100,000 cases of pneumonia, 60,000 cases of sepsis, and 3,300 cases of meningitis per year in the U.S., and nasopharyngeal colonization, a prelude to IPD, occurs in 20%-50% of the population. IPD has a 10% fatality rate for all reported cases (1,556 deaths/15,544 cases). Previous studies have reported that only 50.6% of individuals who developed IPD had at least one known indication for either the pneumococcal polysaccharide or conjugate vaccine.23 This indicates that nearly half of IPD cases do not display identifiable risk factors for IPD, suggesting the existence of unidentified risk factors for IPD.
Two recent studies have addressed this question. In 2005, Talbot et al.24 conducted a case-control study to assess the relationship between asthma and IPD among Medicaid enrollees (children and adults) of the State of Tennessee, using the Active Bacterial Surveillance Program database (1995-2002) of the CDC and the State's administrative Medicaid database. They reported that asthma was significantly associated with the risk for IPD (Odd Ratio [OR], 2.4; 95% Confidence Interval [CI], 1.9-3.2) after adjusting for pertinent covariates and confounders such as high-risk conditions for IPD.24 The population attributable risk percentage (PAR%) in adults was estimated to be 11%. In an independent population-based case-control study conducted in 2008, our research group found that adults with asthma were at significantly increased risk for serious pneumococcal diseases (SPDs) (IPD and/or pneumococcal pneumonia) compared with adults without asthma (OR, 6.7; 95% CI, 1.6-27.3; P=0.01), after controlling for high-risk conditions for IPD and smoking exposure.25 The PAR% was 17% in the adult population, whereas the PAR% for all combined ACIP vaccine-eligible conditions in adults was 24%. These data suggest that asthma status alone disproportionately increases the burden of SPD at the population level. As a result of these two studies, the ACIP now recommends a 23-valent pneumococcal polysaccharide vaccine for adults aged 19-64 years who have asthma.
B. pertussis causes whooping cough, a serious respiratory infection affecting 800,000 to 3.3 million people in the U.S. and 50 million worldwide, and causing 300,000 deaths annually.26-28 B. pertussis continues to be a major public health concern, despite the availability of a pertussis vaccine and efforts to improve vaccine uptake. A recent outbreak of nearly 10,000 pertussis cases, as reported to the California Department of Public Health in 2010,29 highlights the persistence of pertussis as a major threat to public health. During the 1980s and 1990s, pertussis affected primarily infants.30 During the 2000s, adolescents and adults were disproportionately affected. Among children 10-19 years old, the incidence increased from 5.5 per 100,000 in 2001 to 10.9 per 100,000 in 2003. These data suggest an increase in pertussis incidence due primarily to the waning of humoral immunity over time.
Recently, we reported preliminary results showing an increased risk for pertussis among people with asthma, based on a pertussis outbreak in Olmsted County, Minnesota.31 The OR for the association between asthma and the risk for pertussis was 1.70 (95% CI, 1.03-2.79; P=0.036); the PAR% of asthma was 15.6%. No population-based study exists for comparison with our preliminary results, but descriptive studies have suggested a potential association between asthma and pertussis.32,33 The impact of asthma on pertussis epidemiology at the population level is yet to be determined, and it is important to continue to monitor this association.
Despite a high vaccine uptake with two doses of mumps vaccine, a large mumps outbreak occurred in the U.S. in 2006.34,35 A total of 6,584 mumps cases were reported in 2006, but there were no deaths related to the outbreak.35 This mumps outbreak raises a significant public health concern, as it occurred despite high MMR vaccine coverage. In 2006, the national two-dose coverage among adolescents, who are the highest risk group during a mumps outbreak, was 87%, the highest in U.S. history.35 Failure of the two-dose vaccine calls for the development of a more effective vaccine or a change in vaccine policy. Nevertheless, neither the public health agencies nor the research community have paid attention to why immunity against the mumps virus diminishes more rapidly than other immunities, and little effort has been made to identify the selective groups at risk for rapid loss of immunity. Previous studies have reported that a significant proportion of asthmatics aged 1.6-17 years who had received two doses of MMR became seronegative for measles (40%-43%) and mumps (25%-39%) immunity.36 In addition, we recently showed that asthmatic children and adolescents with a family history of asthma had poorer lymphoproliferative responses (a measure of cell-mediated immunity) to mumps and rubella vaccine viruses compared with those without asthma.37 Previous studies have suggested a temporal waning of anti-rubella antibodies (2.4% decrease per year); thus, without a booster vaccination, individuals may eventually become susceptible to rubella or other viral infections.38 Our research group recently demonstrated a more rapid decrease of measles virus-specific IgG levels over time in asthmatics compared with non-asthmatics.39
Taken together, these studies suggest that asthmatics may lose immunity against mumps or other viruses more rapidly than non-asthmatics and may become a population susceptible to outbreaks of serious infectious diseases. Therefore, a potential epidemiological relationship may exist between asthma prevalence and the 2006 outbreak of mumps in the U.S. This is a research area that deserves further investigation in order to assess whether asthma or other atopic conditions represent an unrecognized selective risk group who require individualized immunization schedules or should be targeted before and during an outbreak, e.g., by sero-surveillance during routine asthma care.
Asthma may play a role in the risk for new emerging microbial infections such as the 2009 pandemic of novel H1N1 influenza virus infection. This section illustrates the impact of asthma status on the risk for and severity of novel H1N1 influenza infection by discussing the literature.
On June 11, 2009, the World Health Organization (WHO) declared the first influenza pandemic in 41 years. The WHO reported that as of July 25, 2010, more than 214 countries had been affected by H1N1 influenza, resulting in at least 18,398 deaths worldwide.40 As of October 2009 (the end of the 2008-2009 influenza season), the CDC reported 50,768 cases of H1N1 influenza in the U.S. Seventy-six (51.7%) deaths were attributed to H1N1 influenza infection.41
Although H1N1 influenza infection might not have appeared to be clinically severe, the epidemiological severity of H1N1 influenza was greater than that of seasonal influenza. For example, using "years of life lost" to compare epidemiologic, the 2009 H1N1 pandemic ranks between the 1968 and 1957 seasonal influenza pandemics, and its social impact in terms of missed work days and school days may exceed the social impact of these earlier pandemics.42
Our research group carefully examined the studies published during and after the H1N1 influenza pandemic to help assess whether asthmatics displayed an increased risk for and severity of H1N1 influenza infection. During the H1N1 influenza pandemic, two independent studies conducted in the U.S. and Australia-New Zealand showed that the majority of individuals (73%) who developed severe H1N1 influenza (i.e., were admitted to the inpatient floor or intensive care unit) had underlying chronic conditions, with asthma being the most common comorbid condition (28% and 32.7% in the U.S. and Australia-New Zealand studies, respectively).43,44 In addition, Kloepfer et al.45 recently reported that compared with non-asthmatics, asthmatics displayed an increased risk for H1N1 influenza infection. Therefore, asthma might have played an important role in the epidemiology of the H1N1 influenza infection.
Atopic conditions other than asthma, including atopic dermatitis and allergic rhinitis, may also affect the risk for microbial infections, as these conditions and asthma share the same underlying immunological mechanisms (i.e., T helper 2 cell-predominant immune profiles).
After observing the association between asthma and the risk for SPD, we extended our study to assess the role of atopic conditions other than asthma in increasing the risk for SPD.46 The adjusted odds ratio for the association between atopic conditions other than asthma and SPD was 2.13 (95% CI, 1.04-4.35; P=0.04) after taking into account smoking status, high-risk conditions for IPD, education status, ethnicity, and asthma status. Thus, like patients with asthma, individuals with other atopic conditions may have increased risk for SPD, independent of asthma status. These results also suggest that the increased risk for SPD in patients with asthma may not be entirely attributable to altered airway architecture; the potentially altered immune functions shared by patients with asthma and those with other atopic conditions may contribute to the increased risk.
We further extended our work to assess the potential association between atopic conditions and other streptococcal infections such as Streptococcus pyogenes (S. pyogenes).47,48 Patients with asthma showed a higher incidence of S. pyogenes infection or colonization (0.25 per person-year; RR, 1.38; 95% CI, 1.12-1.7; P=0.003) compared with non-asthmatic patients (0.18 per person-year). Similarly, patients with other atopic conditions (atopic dermatitis and/or allergic rhinitis) displayed a higher incidence of S. pyogenes infection (0.24 per person-year; RR, 1.36; 95% CI, 1.12-1.67; P=0.004) compared with non-atopic patients (0.17 per person-year) after adjusting for asthma status. These results suggest that patients with either asthma or another atopic condition have increased susceptibility to S. pyogenes infections.
This paper presents several noteworthy findings. First, the increased risk for microbial infections among individuals with atopic conditions other than asthma suggests that the impairment of certain immune functions in asthmatics may play a role in increasing the risk for microbial infection. Recently, our research group showed suboptimal anti-pneumococcal antibody titers in asthmatics compared with non-asthmatics.49 The literature also shows impaired innate and adaptive immune functions in asthmatics and other atopics (i.e., impaired innate50-53 and adaptive immunity54-56). Second, the data regarding the association between asthma and the risk for microbial infections suggest that an immunogenetic predisposition to asthma poses an increased risk for microbial infections even prior to the development of clinically defined asthma.47,48 Thus, previous findings on the association between increased bacterial colonization of the airways in infants and subsequent development of asthma at the age of 5 years could be interpreted with reverse causality.57 In this respect, the relationship between the genetic risk for atopy and a defect in immune cell development leading to immune incompetence may warrant further investigation.58 Third, the potentially altered immune function in asthmatics and atopics suggests that immune dysregulation may change the risk for non-infectious chronic diseases such as inflammatory bowel syndrome, rheumatoid arthritis, diabetes, and coronary heart disease.
When assessing the association between asthma and the risk for other diseases, systematic biases must be investigated, including detection bias stemming from a situation where the exposure status influences the detection of outcomes and the potential influence of systemic or inhaled corticosteroids on the susceptibility to microbial infection.
The detection of SPD is unlikely to be susceptible to bias, given the serious nature of the disease. However, for other microbial infections, patients with asthma may be more likely to seek medical evaluation for upper respiratory symptoms, and clinicians may be more likely to seek tests or other evaluations in patients with asthma compared with non-asthmatic patients; our research group extensively addressed this concern in previous work.47,48,59 In a prospective cohort study following 115 children (<4 years of age) for approximately 6 months, we found that the asthma status of the children was not associated with the likelihood of seeking medical evaluation for acute respiratory or gastrointestinal illnesses; the correlation between the frequency of illness and the frequency of seeking care was almost identical between children with and without asthma (ρ: 0.62, P<0.001 vs. ρ: 0.64, P<0.001, respectively).59 We recently updated these data by further following the original study cohort, and the proportion of medical evaluations per acute illness among asthmatic and non-asthmatic subjects were 0.41 and 0.39, respectively (P=0.75).60 These results indicate that the parents of asthmatic children are similar to those of non-asthmatic children with regard to the likelihood of seeking medical evaluation for their acutely ill children. We also compared the incidence of S. pyogenes infection and the incidence of testing for S. pyogenes before and after physician diagnosis of asthma. The incidence of S. pyogenes infection did not differ between before and after the diagnosis of asthma (0.28 vs. 0.24 per year, respectively; P=0.37), nor did the incidence of testing for S. pyogenes infection (0.92 vs. 0.89 per year, respectively; P=0.74).47 Thus, a detection bias is unlikely to entirely explain the relationship between asthma and microbial infections.
Although the literature suggests a potential impact of inhaled corticosteroids on the risk for infection in patients with COPD, this observation has not been well established in patients with asthma.61,62 In the study results described above, few asthmatic subjects were receiving systemic or inhaled corticosteroids; thus, exposure to corticosteroids is unlikely to account for the findings. In the literature, corticosteroid therapy has not been consistently and significantly shown to be associated with poorer humoral or cell-mediated responses to vaccines.63-66 Amid the concern regarding the potential impact of inhaled corticosteroid therapy on the risk for infection, noteworthy findings have been reported. Doull et al.67 showed no significant benefits from inhaled corticosteroid therapy for viral infection-induced wheezing. In their study, they assessed the percentage of days of upper and lower respiratory tract infection between an inhaled corticosteroid treatment group and placebo group before and after therapy. Although no significant differences between the groups was observed for the frequency of viral infections, post-therapy outcome measures showed a significant reduction in the percentage of days of upper respiratory tract infection (21 to 10 vs. 19 to 16, respectively) and of lower respiratory tract infection (30 to 15 vs. 27 to 21) after inhaled corticosteroid therapy compared with the placebo group. The findings of a potential benefit of inhaled corticosteroids in reducing upper or lower respiratory tract infections did not draw full attention, as the study addressed only the study aims by accepting the null hypothesis (no significant difference) and did not examine either side of the hypothesis testing. Thus, the only conclusions drawn were of no overall increases of infection among subjects treated with inhaled corticosteroids, reassuring patients and clinicians of the safety of inhaled corticosteroids.
Similarly, Martin et al.68 examined the association between asthma and chronic infections with mycoplasma and Chlamydia. Although a strong association between asthma and infections with mycoplasma and Chlamydia existed, patients on steroid therapy at the time of study enrollment showed a lower frequency of mycoplasma and Chlamydia infections compared to those without steroid therapy. Based on the provided information, an odds ratio for the association between steroid therapy and the risk for mycoplasma or Chlamydia infection was estimated to be 0.34 (P=0.068), suggesting a potential protective effect on the risk for such infections.
While corticosteroid therapies, particularly a burst course of systemic steroid therapy and inhaled corticosteroid treatment, do not appear to increase the risk for microbial infections, the literature may not fully address this issue, as the concerns or aims of previous studies have tended to focus on rejecting an alternative hypothesis (accepting the null hypothesis, supporting no difference in the risk for infection between comparison groups). In summary, the association of asthma and other atopic conditions with the risk for microbial infections is unlikely to be fully accounted for by corticosteroid therapies.
As discussed above, it is not known whether potential alterations in immune function (i.e., immune dysregulation) in asthmatics and other atopics can result in a predisposition to non-infectious chronic diseases. Sporadic investigations have been conducted using different study designs, various definitions of asthma and other atopic conditions, and different study subjects and settings. To address this question, our research group recently conducted a population-based matched cohort study to assess whether asthma is associated with the risk for developing inflammatory bowel disease, rheumatoid arthritis, diabetes, and coronary heart disease.69 Asthma was associated with an increased risk for developing diabetes (HR, 2.11; 95% CI, 1.43-3.13; P<0.001) and coronary heart disease (HR, 1.47; 95% CI, 1.05-2.06; P=0.024), but not with an increased risk for inflammatory bowel disease (HR, 1.31; P=0.56) or rheumatoid arthritis (HR, 1.30; P=0.31). Previous studies have demonstrated an association between asthma and both coronary heart disease70 and diabetes.70-73 The lack of an association between asthma and inflammatory bowel disease and rheumatoid arthritis may be related to systemic corticosteroid therapies in asthmatics. The study was conducted between 1964 and 1983, when systemic steroids were often used for the treatment of asthma, and steroid treatments might have alleviated the progress of inflammatory bowel disease or rheumatoid arthritis. Nevertheless, the data clearly suggest that despite the reciprocal inhibitory relationship between Th1 and Th2 cells at the immunological level, asthma as a Th2-predominant condition does not confer a protective effect on Th1-predominant pro-inflammatory conditions, but may increase the risk for other conditions.
Conceptualizing the mechanisms underlying the association of asthma with microbial infections and non-infectious pro-inflammatory chronic conditions is not a simple task, given the multiple requirements accounting for the association. If asthma were to causally affect the risk for other diseases, it appears clear that alterations in airway architecture and the previously reported impairments of innate immunity in asthmatics would unlikely be sufficient to account for the associations, given that adaptive immune functions are probably involved with the processes discussed above (e.g., the waning of immunity, suboptimal cell-mediated immunity, and involvement with other inflammatory diseases). Indeed, the literature provides some sporadic support for altered or impaired adaptive immune functions in asthmatics and other atopics.54-56 The mechanisms underlying the association between asthma and other diseases are likely to be related to the immunogenetic underpinnings of atopy. A Th2-predominant immune environment has been shown to be associated with susceptibility to and severity of a broad range of microbial infections, including Gram-negative bacteria,74,75 virus,76-79 protozoa,80-82 mycoplasma,83 and candidiasis,84 in animal models. However, the ways in which the Th2-predominant immune milieu or cytokines affect the risk for microbial infection, as well as for other inflammatory conditions, has not yet been determined. Many active research studies are investigating the mechanisms of the increased risk for infection in asthmatics and other atopics.
Our research group has assessed the potential role of human leukocyte antigen (HLA)-DR polymorphisms in the associations described above. We previously reported an association between the HLA-DR3 gene and childhood asthma,85 and demonstrated that this association was independent of linkage disequilibrium with the ancestral haplotype 8.1.86 Importantly, using a humanized transgenic mouse model with no mouse MHC genes and carrying the HLA-DR3 or HLA-DR2 gene, we showed significant Th-2 predominant airway inflammation and immune responses after sensitization and challenge with house dust mite (a significant increase of eosinophils and IL-4 in BAL) in DR3-carrying mice compared with DR2-carrying mice (the DR2 gene was not associated with asthma, according to our epidemiologic study).87 These data suggest a potential HLA-DR restriction for recognizing house dust mite. In support of this finding, the HLA-DR3 gene has been reported to be associated with atopic asthma or allergic sensitization, including to house dust mite.88-90 Other studies have suggested a HLA-D gene restriction for recognizing house dust mite.91 Furthermore, a recent genome-wide association study has identified the HLA-DR gene as a susceptibility gene for asthma.92
According to the literature, the HLA-DR3 gene is associated with suboptimal immune responses. Previous studies have reported that HLA-DRB1*03 is associated with poor immune responses to various vaccines (measles,93 hepatitis B,94 and tetanus toxoid95) and a nasopharyngeal carrier status of Staphylococcus aureus.96 In addition, the HLA-DR3 gene has been shown to be associated with a risk for autoimmune disease.97,98 Although these authors did not suggest a mechanism for the association between asthma and the risk for other diseases, a biologically plausible mechanism may be explored. Different approaches may be used for identifying the mechanism of asthma etiology versus determining the effects of asthma, but the results of the two lines of study are likely to advance both goals. Thus, research toward both goals should be performed in parallel.
At present, current asthma care focuses on the control of asthma primarily through pharmacological therapies, environmental control, and patient education. However, new approaches for patient care can be considered. First, the early identification and appropriate treatment of microbial infections or other chronic diseases associated with asthma may be worthwhile. For example, the ACIP recommendation that asthmatics aged 19-64 years old should receive 23-valent pneumococcal polysaccharide vaccinations could be implemented. In addition, other possible causes for conditions associated with asthma should be evaluated. A lingering coughing episode may not be the result of uncontrolled asthma, but rather the result of pertussis, given the increased risk for pertussis in asthmatics. A chest pain may not be due to asthma, but may be an early manifestation of coronary heart disease, given the potential association between asthma and coronary heart disease, although the counteracting treatment approaches for asthma and coronary heart disease may be challenging. In this respect, specific recommendations for how to assess and address the conditions associated with asthma could be included in asthma guidelines. Second, along these lines, asthmatics may require individualized immunization schedules and a specific monitoring plan. In the U.S., decennial Td (tetanus and diphtheria) vaccines after Tdap at ages 11-12 years may need to be replaced with Tdap for asthmatics, given the significant increase of pertussis among asthmatics and the major cyclic pertussis outbreaks. Assessment of vaccine durability (e.g., pertussis immunity or MMR immunity) during a routine follow-up visit for asthma care could be considered, and asthmatics exhibiting decreased immunity could receive a booster dose of vaccine. However, careful cost-benefit and patient safety analyses must be performed before implementation of this approach. Finally, when new approaches are phased into patient care, their effectiveness needs to be studied through integration of both research and clinical practice.
First, when an outbreak of emerging or re-emerging infectious disease occurs, epidemiological investigations by public health agencies must assess the role of asthma or other atopic conditions in the risk for or severity of infection. It would also be important to monitor the impact of asthma epidemiology on the epidemiology of emerging and re-emerging infectious diseases and of other chronic diseases. To date, little effort has been made to address the question of why some people acquire an infection and others do not. The role of asthma in the 2009 H1N1 influenza outbreak may represent a prime example, as discussed above. Second, the increased risk for microbial infections in asthmatics could be a biodefense or bioterrorism issue, as asthmatics in the general population and in the military may be disproportionately affected by exposure to a biological assault. Finally, it would be worthwhile for public health agencies to perform a well-designed surveillance for the influence of asthma on the epidemiology of other chronic diseases, including inflammatory diseases and malignancy as described above.
Systematic research to clarify the association of asthma, as well as atopic conditions other than asthma, with microbial infections, particularly vaccine-preventable infections, and chronic diseases should be undertaken. Research should also address the question as to why some asthmatics have increased risk for infection and disease, while other asthmatics do not. Asthmatics with increased susceptibility to microbial infections and other diseases may represent a different asthma phenotype, perhaps with different etiologic processes. This is largely overlooked in the current literature and warrants further study. Airway colonization by bacteria or other organisms may provide an important surrogate marker for identifying asthmatics with a susceptibility phenotype. Our research group and others are actively pursuing research in this area. Finally, the identification of a mechanism that accounts for the etiology and effects of asthma under a "unified theory" presents a formidable task. Collaborative research efforts coordinated among multidisciplinary research groups can increase the opportunities for pertinent discoveries leading to such a theory.
ACKNOWLEDGMENTS
I thank Elizabeth Krusemark for administrative assistance and Dr. Robert G. Voigt for reviewing this manuscript. I gratefully acknowledge all supporting staff from the Pediatric Asthma Epidemiology Research Unit who made comments and suggestions. The work was supported by Agency for Healthcare Research and Quality of the United States (R01, HS 018431-01A1), T. Denny Sanford Collaborative Research Fund, and Scholarly Opportunity Award from the Center for Translational Science Activities, and Scholarly Clinician Award from Mayo Foundation.
References
1. Valet RS, Gebretsadik T, Carroll KN, Wu P, Dupont WD, Mitchel EF, Hartert TV. High asthma prevalence and increased morbidity among rural children in a Medicaid cohort. Ann Allergy Asthma Immunol. 2011. 106:467–473.
2. Centers for Disease Control and Prevention (CDC). Vital signs: asthma prevalence, disease characteristics, and self-management education: United States, 2001--2009. MMWR Morb Mortal Wkly Rep. 2011. 60:547–552.
3. Lethbridge-Çejku M, Vickerie J. Vital Health Stat 10. Summary of health statistics for U.S. adults: National Health Interview Survey, 2003. 2005. National Center for Health Statistics.
4. Asthma. Fact Sheet N°307. World Health Organization (WHO). 2006. Accessed Oct 26. Geneva, Switzerland: WHO;Available from: http://www.who.int/mediacentre/factsheets/fs307/en/index.html.
5. Yunginger JW, Reed CE, O'Connell EJ, Melton LJ 3rd, O'Fallon WM, Silverstein MD. A community-based study of the epidemiology of asthma. Incidence rates, 1964-1983. Am Rev Respir Dis. 1992. 146:888–894.
6. Yawn BP, Wollan P, Kurland M, Scanlon P. A longitudinal study of the prevalence of asthma in a community population of school-age children. J Pediatr. 2002. 140:576–581.
7. Akinbami L. Asthma Prevalence, Health Care Use and Mortality: United States, 2003-05. 2006. Accessed Oct 18 2008. Hyattsville, MD: National Center for Health Statistics;Available from: http://www.cdc.gov/nchs/data/hestat/asthma03-05/asthma03-05.htm.
8. Weiss KB, Gergen PJ, Wagener DK. Breathing better or wheezing worse? The changing epidemiology of asthma morbidity and mortality. Annu Rev Public Health. 1993. 14:491–513.
9. Arrighi HM. US asthma mortality: 1941 to 1989. Ann Allergy Asthma Immunol. 1995. 74:321–326.
10. Anandan C, Nurmatov U, van Schayck OC, Sheikh A. Is the prevalence of asthma declining? Systematic review of epidemiological studies. Allergy. 2010. 65:152–167.
11. Schultz Larsen F, Diepgen T, Svensson A. The occurrence of atopic dermatitis in North Europe: an international questionnaire study. J Am Acad Dermatol. 1996. 34:760–764.
12. Williams HC. Is the prevalence of atopic dermatitis increasing? Clin Exp Dermatol. 1992. 17:385–391.
13. Hanifin JM, Reed ML. Eczema Prevalence and Impact Working Group. A population-based survey of eczema prevalence in the United States. Dermatitis. 2007. 18:82–91.
14. Nathan RA, Meltzer EO, Derebery J, Campbell UB, Stang PE, Corrao MA, Allen G, Stanford R. The prevalence of nasal symptoms attributed to allergies in the United States: findings from the burden of rhinitis in an America survey. Allergy Asthma Proc. 2008. 29:600–608.
15. Gordon B, Blaiss M, Meltzer E, Mahr T, Boyle J. Prevalence of seasonal and perennial allergic rhinitis in children and adults. J Allergy Clin Immunol. 2008. 121:S209.
16. Meltzer EO, Blaiss MS, Derebery MJ, Mahr TA, Gordon BR, Sheth KK, Simmons AL, Wingertzahn MA, Boyle JM. Burden of allergic rhinitis: results from the Pediatric Allergies in America survey. J Allergy Clin Immunol. 2009. 124:S43–S70.
17. Whitney CG, Farley MM, Hadler J, Harrison LH, Bennett NM, Lynfield R, Reingold A, Cieslak PR, Pilishvili T, Jackson D, Facklam RR, Jorgensen JH, Schuchat A. Active Bacterial Core Surveillance of the Emerging Infections Program Network. Decline in invasive pneumococcal disease after the introduction of protein-polysaccharide conjugate vaccine. N Engl J Med. 2003. 348:1737–1746.
18. Huang SS, Platt R, Rifas-Shiman SL, Pelton SI, Goldmann D, Finkelstein JA. Post-PCV7 changes in colonizing pneumococcal serotypes in 16 Massachusetts communities, 2001 and 2004. Pediatrics. 2005. 116:e408–e413.
19. Kaplan SL, Mason EO Jr, Wald ER, Schutze GE, Bradley JS, Tan TQ, Hoffman JA, Givner LB, Yogev R, Barson WJ. Decrease of invasive pneumococcal infections in children among 8 children's hospitals in the United States after the introduction of the 7-valent pneumococcal conjugate vaccine. Pediatrics. 2004. 113:443–449.
20. Weinberger DM, Malley R, Lipsitch M. Serotype replacement in disease after pneumococcal vaccination. Lancet. 2011. 378:1962–1973.
21. Prevention of pneumococcal disease: recommendations of the Advisory Committee on Immunization Practices (ACIP). MMWR Recomm Rep. 1997. 46:1–24.
22. Obaro S, Adegbola R. The pneumococcus: carriage, disease and conjugate vaccines. J Med Microbiol. 2002. 51:98–104.
23. Robinson KA, Baughman W, Rothrock G, Barrett NL, Pass M, Lexau C, Damaske B, Stefonek K, Barnes B, Patterson J, Zell ER, Schuchat A, Whitney CG. Active Bacterial Core Surveillance (ABCs)/Emerging Infections Program Network. Epidemiology of invasive Streptococcus pneumoniae infections in the United States, 1995-1998: Opportunities for prevention in the conjugate vaccine era. JAMA. 2001. 285:1729–1735.
24. Talbot TR, Hartert TV, Mitchel E, Halasa NB, Arbogast PG, Poehling KA, Schaffner W, Craig AS, Griffin MR. Asthma as a risk factor for invasive pneumococcal disease. N Engl J Med. 2005. 352:2082–2090.
25. Juhn YJ, Kita H, Yawn BP, Boyce TG, Yoo KH, McGree ME, Weaver AL, Wollan P, Jacobson RM. Increased risk of serious pneumococcal disease in patients with asthma. J Allergy Clin Immunol. 2008. 122:719–723.
26. Black S. Epidemiology of pertussis. Pediatr Infect Dis J. 1997. 16:S85–S89.
27. Güriş D, Strebel PM, Bardenheier B, Brennan M, Tachdjian R, Finch E, Wharton M, Livengood JR. Changing epidemiology of pertussis in the United States: increasing reported incidence among adolescents and adults, 1990-1996. Clin Infect Dis. 1999. 28:1230–1237.
28. Tanaka M, Vitek CR, Pascual FB, Bisgard KM, Tate JE, Murphy TV. Trends in pertussis among infants in the United States, 1980-1999. JAMA. 2003. 290:2968–2975.
29. Pertussis report. 2010. Sacramento, CA: California Department of Public Health.
30. Bisgard KM, Pascual FB, Ehresmann KR, Miller CA, Cianfrini C, Jennings CE, Rebmann CA, Gabel J, Schauer SL, Lett SM. Infant pertussis: who was the source? Pediatr Infect Dis J. 2004. 23:985–989.
31. Capili CR, Hettinger AS, Ringelman-Hedberg NE, Fink LR, Boyce T, Lahr B, Juhn YJ. Increased risk of pertussis in patients with asthma. J Allergy Clin Immunol. Forthcoming 2011.
32. De Serres G, Shadmani R, Duval B, Boulianne N, Déry P, Douville Fradet M, Rochette L, Halperin SA. Morbidity of pertussis in adolescents and adults. J Infect Dis. 2000. 182:174–179.
33. Kendirli SG, Yilmaz M, Bayram I, Altintas DU, Inal A, Karakoc G. Potential association between allergic diseases and pertussis infection in schoolchildren: results of two cross-sectional studies seven years apart. Allergol Immunopathol (Madr). 2009. 37:21–25.
34. Centers for Disease Control and Prevention (CDC). Update: mumps outbreak - New York and New Jersey, June 2009-January 2010. MMWR Morb Mortal Wkly Rep. 2010. 59:125–129.
35. Dayan GH, Quinlisk MP, Parker AA, Barskey AE, Harris ML, Schwartz JM, Hunt K, Finley CG, Leschinsky DP, O'Keefe AL, Clayton J, Kightlinger LK, Dietle EG, Berg J, Kenyon CL, Goldstein ST, Stokley SK, Redd SB, Rota PA, Rota J, Bi D, Roush SW, Bridges CB, Santibanez TA, Parashar U, Bellini WJ, Seward JF. Recent resurgence of mumps in the United States. N Engl J Med. 2008. 358:1580–1589.
36. Noseworthy ME, Henderson AM, Kanzira P, Ratnam S, Hamed AA. Measles, mumps and mycoplasma antibody profile in children with asthma. Proceedings of American Thoracic Society Annual Meeting. 2005. San Diego, CA.
37. Yoo KH, Agarwal K, Butterfield M, Jacobson RM, Poland GA, Juhn YJ. Assessment of humoral and cell-mediated immune response to measles-mumps-rubella vaccine viruses among patients with asthma. Allergy Asthma Proc. 2010. 31:499–506.
38. Kremer JR, Schneider F, Muller CP. Waning antibodies in measles and rubella vaccinees--a longitudinal study. Vaccine. 2006. 24:2594–2601.
39. Yoo KH, Jacobson R, Poland G, Juhn YJ. The impact of asthma status on durability of measles vaccine response in children. Proceedings of 2011 Annual European Allergy, Asthma and Clinical Immunology. 2011. Istanbul, Turkey.
40. Pandemic (H1N1) 2009 - update 111. Disease Outbreak News. World Health Organization (WHO). 2010. Accessed 2010 Sep 22. Geneva, Switzerland: WHO;Available from: http://www.who.int/csr/don/2010_07_30/en/index.html.
41. 2008-2009 Influenza Season Week 39 ending October 3, 2009. Fluview 2009. Centers for Disease Control and Prevention (CDC). 2010. Accessed 2010 Sep 22. Available from: http://www.cdc.gov/flu/weekly/weeklyarchives2008-2009/weekly39.htm.
42. Eickhoff TC. 2009 pandemic H1N1 influenza: A retrospective. Commentary. 2010. Accessed 2010 Oct 5. Available from: http://www.infectiousdiseasenews.com/article.aspx?id=67575.
43. Jain S, Kamimoto L, Bramley AM, Schmitz AM, Benoit SR, Louie J, Sugerman DE, Druckenmiller JK, Ritger KA, Chugh R, Jasuja S, Deutscher M, Chen S, Walker JD, Duchin JS, Lett S, Soliva S, Wells EV, Swerdlow D, Uyeki TM, Fiore AE, Olsen SJ, Fry AM, Bridges CB, Finelli L. 2009 Pandemic Influenza A (H1N1) Virus Hospitalizations Investigation Team. Hospitalized patients with 2009 H1N1 influenza in the United States, April-June 2009. N Engl J Med. 2009. 361:1935–1944.
44. ANZIC Influenza Investigators. Webb SA, Pettilä V, Seppelt I, Bellomo R, Bailey M, Cooper DJ, Cretikos M, Davies AR, Finfer S, Harrigan PW, Hart GK, Howe B, Iredell JR, McArthur C, Mitchell I, Morrison S, Nichol AD, Paterson DL, Peake S, Richards B, Stephens D, Turner A, Yung M. Critical care services and 2009 H1N1 influenza in Australia and New Zealand. N Engl J Med. 2009. 361:1925–1934.
45. Kloepfer KM, Olenec JP, Lee W, Pappas TE, Liu G, Vrtis RF, Evans MD, Gangnon RE, Gern JE. Increased H1N1 infection rate in asthmatic children. J Allergy Clin Immunol. 2011. 127:AB147.
46. Jung JA, Kita H, Yawn BP, Boyce TG, Yoo KH, McGree ME, Weaver AL, Wollan P, Jacobson RM, Juhn YJ. Increased risk of serious pneumococcal disease in patients with atopic conditions other than asthma. J Allergy Clin Immunol. 2010. 125:217–221.
47. Frey D, Jacobson R, Poland G, Li X, Juhn Y. Assessment of the association between pediatric asthma and Streptococcus pyogenes upper respiratory infection. Allergy Asthma Proc. 2009. 30:540–545.
48. Juhn YJ, Frey D, Jacobson RM, Li X, Poland G. S. pyogenes upper respiratory infection and atopic conditions other than asthma. Prim Care Respir J. Forthcoming 2011.
49. Jung JA, Kita H, Dhillon R, Jacobson RM, Nahm MH, Park M, Tsigrelis C, Juhn YJ. Influence of asthma status on serotype-specific pneumococcal antibody levels. Postgrad Med. 2010. 122:116–124.
50. Marenholz I, Kerscher T, Bauerfeind A, Esparza-Gordillo J, Nickel R, Keil T, Lau S, Rohde K, Wahn U, Lee YA. An interaction between filaggrin mutations and early food sensitization improves the prediction of childhood asthma. J Allergy Clin Immunol. 2009. 123:911–916.
51. Weidinger S, O'Sullivan M, Illig T, Baurecht H, Depner M, Rodriguez E, Ruether A, Klopp N, Vogelberg C, Weiland SK, McLean WH, von Mutius E, Irvine AD, Kabesch M. Filaggrin mutations, atopic eczema, hay fever, and asthma in children. J Allergy Clin Immunol. 2008. 121:1203–1209.e1.
52. Contoli M, Message SD, Laza-Stanca V, Edwards MR, Wark PA, Bartlett NW, Kebadze T, Mallia P, Stanciu LA, Parker HL, Slater L, Lewis-Antes A, Kon OM, Holgate ST, Davies DE, Kotenko SV, Papi A, Johnston SL. Role of deficient type III interferon-lambda production in asthma exacerbations. Nat Med. 2006. 12:1023–1026.
53. Wark PA, Johnston SL, Bucchieri F, Powell R, Puddicombe S, Laza-Stanca V, Holgate ST, Davies DE. Asthmatic bronchial epithelial cells have a deficient innate immune response to infection with rhinovirus. J Exp Med. 2005. 201:937–947.
54. Grove DI, Burston TO, Wellby ML, Ford RM, Forbes IJ. Humoral and cellular immunity in asthma. J Allergy Clin Immunol. 1975. 55:152–163.
55. Grove DI, Reid JG, Forbes IJ. Humoral and cellular immunity in atopic eczema. Br J Dermatol. 1975. 92:611–618.
56. Schneider LC, Weinberg A, Boguniewicz M, Zaccaro D, Taylor P, Coughlin-Borras I, Heughan L, Samuels R, Leung D. Abnormal immune response to varicella vaccine in subjects with atopic dermatitis compared to non-atopic controls. J Allergy Clin Immunol. 2008. 121:S272–S273.
57. Bisgaard H, Hermansen MN, Buchvald F, Loland L, Halkjaer LB, Bønnelykke K, Brasholt M, Heltberg A, Vissing NH, Thorsen SV, Stage M, Pipper CB. Childhood asthma after bacterial colonization of the airway in neonates. N Engl J Med. 2007. 357:1487–1495.
58. Holt PG, Clough JB, Holt BJ, Baron-Hay MJ, Rose AH, Robinson BW, Thomas WR. Genetic 'risk' for atopy is associated with delayed postnatal maturation of T-cell competence. Clin Exp Allergy. 1992. 22:1093–1099.
59. Juhn YJ, Johnson SK, Hashikawa AH, Voigt RG, Campeau LJ, Yawn BP, Williams AR. The potential biases in studying the relationship between asthma and microbial infection. J Asthma. 2007. 44:827–832.
60. Scott K, Johnson SK, Hashikawa AH, Voigt RG, Juhn YJ. The incidence of medical evaluations for acute illnesses in asthmatic and non-asthmatic children. Proceedings of Annual European Academy of Allergy and Clinical Immunology. 2008. Barcelona, Spain.
61. Welch MJ. Inhaled steroids and severe viral infections. J Asthma. 1994. 31:43–50.
62. Patel H, Macarthur C, Johnson D. Recent corticosteroid use and the risk of complicated varicella in otherwise immunocompetent children. Arch Pediatr Adolesc Med. 1996. 150:409–414.
63. Lahood N, Emerson SS, Kumar P, Sorensen RU. Antibody levels and response to pneumococcal vaccine in steroid-dependent asthma. Ann Allergy. 1993. 70:289–294.
64. Lee HJ, Kang JH, Henrichsen J, Konradsen HB, Jang SH, Shin HY, Ahn HS, Choi Y, Hessel L, Nam SW. Immunogenicity and safety of a 23-valent pneumococcal polysaccharide vaccine in healthy children and in children at increased risk of pneumococcal infection. Vaccine. 1995. 13:1533–1538.
65. Spika JS, Halsey NA, Fish AJ, Lum GM, Lauer BA, Schiffman G, Giebink GS. Serum antibody response to pneumococcal vaccine in children with nephrotic syndrome. Pediatrics. 1982. 69:219–223.
66. Hanania NA, Sockrider M, Castro M, Holbrook JT, Tonascia J, Wise R, Atmar RL. American Lung Association Asthma Clinical Research Centers. Immune response to influenza vaccination in children and adults with asthma: effect of corticosteroid therapy. J Allergy Clin Immunol. 2004. 113:717–724.
67. Doull IJ, Lampe FC, Smith S, Schreiber J, Freezer NJ, Holgate ST. Effect of inhaled corticosteroids on episodes of wheezing associated with viral infection in school age children: randomised double blind placebo controlled trial. BMJ. 1997. 315:858–862.
68. Martin RJ, Kraft M, Chu HW, Berns EA, Cassell GH. A link between chronic asthma and chronic infection. J Allergy Clin Immunol. 2001. 107:595–601.
69. Yun H, Knoebel E, Fenta Y, Gabriel SE, Leibson C, Loftus EV Jr, Roger V, Yawn B, Li B, Juhn Y. Asthma and proinflammatory conditions: a population-based retrospective matched cohort study. J Allergy Clin Immunol. 2011. 127:AB79.
70. Prosser R, Carleton B, Smith A. The comorbidity burden of the treated asthma patient population in British Columbia. Chronic Dis Can. 2010. 30:46–55.
71. Kero J, Gissler M, Hemminki E, Isolauri E. Could TH1 and TH2 diseases coexist? Evaluation of asthma incidence in children with coeliac disease, type 1 diabetes, or rheumatoid arthritis: a register study. J Allergy Clin Immunol. 2001. 108:781–783.
72. Adams RJ, Wilson DH, Taylor AW, Daly A, Tursan d'Espaignet E, Dal Grande E, Ruffin RE. Coexistent chronic conditions and asthma quality of life: a population-based study. Chest. 2006. 129:285–291.
73. Zhang T, Carleton BC, Prosser RJ, Smith AM. The added burden of comorbidity in patients with asthma. J Asthma. 2009. 46:1021–1026.
74. Kincy-Cain T, Bost KL. Increased susceptibility of mice to Salmonella infection following in vivo treatment with the substance P antagonist, spantide II. J Immunol. 1996. 157:255–264.
75. Beisswenger C, Kandler K, Hess C, Garn H, Felgentreff K, Wegmann M, Renz H, Vogelmeier C, Bals R. Allergic airway inflammation inhibits pulmonary antibacterial host defense. J Immunol. 2006. 177:1833–1837.
76. van Den Broek M, Bachmann MF, Köhler G, Barner M, Escher R, Zinkernagel R, Kopf M. IL-4 and IL-10 antagonize IL-12-mediated protection against acute vaccinia virus infection with a limited role of IFN-gamma and nitric oxide synthetase 2. J Immunol. 2000. 164:371–378.
77. Fischer JE, Johnson JE, Kuli-Zade RK, Johnson TR, Aung S, Parker RA, Graham BS. Overexpression of interleukin-4 delays virus clearance in mice infected with respiratory syncytial virus. J Virol. 1997. 71:8672–8677.
78. Graham MB, Braciale VL, Braciale TJ. Influenza virus-specific CD4+ T helper type 2 T lymphocytes do not promote recovery from experimental virus infection. J Exp Med. 1994. 180:1273–1282.
79. Moran TM, Isobe H, Fernandez-Sesma A, Schulman JL. Interleukin-4 causes delayed virus clearance in influenza virus-infected mice. J Virol. 1996. 70:5230–5235.
80. Locksley RM, Heinzel FP, Sadick MD, Holaday BJ, Gardner KD Jr. Murine cutaneous leishmaniasis: susceptibility correlates with differential expansion of helper T-cell subsets. Ann Inst Pasteur Immunol. 1987. 138:744–749.
81. Sjölander A, Baldwin TM, Curtis JM, Handman E. Induction of a Th1 immune response and simultaneous lack of activation of a Th2 response are required for generation of immunity to leishmaniasis. J Immunol. 1998. 160:3949–3957.
82. Lohoff M, Gessner A, Bogdan C, Röllinghoff M. The Th1/Th2 paradigm and experimental murine leishmaniasis. Int Arch Allergy Immunol. 1998. 115:191–202.
83. Chaplin DD, Zindl CL, Duffy LB, Atkinson TP, Lai J. Clearance of Mycoplasma pneumoniae is impaired in mice with established allergic airway inflammation. J Allergy Clin Immunol. 2007. 119:S132.
84. Romani L, Mocci S, Bietta C, Lanfaloni L, Puccetti P, Bistoni F. Th1 and Th2 cytokine secretion patterns in murine candidiasis: association of Th1 responses with acquired resistance. Infect Immun. 1991. 59:4647–4654.
85. Juhn YJ, Kita H, Lee LA, Smith RW, Bagniewski SM, Weaver AL, Pankratz VS, Jacobson RM, Poland GA. Childhood asthma and human leukocyte antigen type. Tissue Antigens. 2007. 69:38–46.
86. Hanchard NA, Jacobson RM, Poland GA, Juhn YJ. Refining the role of the HLA DRB1*03 asthma susceptibility locus through linkage disequilibrium and haplotype analysis. Proceedings of 2009 Pediatric Academic Societies' Annual Meeting. 2009. 2009 May 2-5; Baltimore, MD:
87. Rajagopalan G, Tilahun AY, Iijima K, David CS, Kita H, Juhn YJ. HLA-DR polymorphism modulates response to house dust mites in a transgenic mouse model of airway inflammation. Tissue Antigens. 2011. 77:589–592.
88. Lara-Marquez ML, Yunis JJ, Layrisse Z, Ortega F, Carvallo-Gil E, Montagnani S, Makhatadze NJ, Pocino M, Granja C, Yunis E. Immunogenetics of atopic asthma: association of DRB1*1101 DQA1*0501 DQB1*0301 haplotype with Dermatophagoides spp.-sensitive asthma in a sample of the Venezuelan population. Clin Exp Allergy. 1999. 29:60–71.
89. Torío A, Sánchez-Guerrero I, Muro M, Herrero N, Pagán J, Minguela A, Marín L, Moya-Quiles MR, Sanchís MJ, Alvarez-López MR. Analysis of the phenotypic distribution of HLA class I and class II in atopic and non-atopic asthma patients. Eur J Immunogenet. 2000. 27:81–85.
90. Young RP, Dekker JW, Wordsworth BP, Schou C, Pile KD, Matthiesen F, Rosenberg WM, Bell JI, Hopkin JM, Cookson WO. HLA-DR and HLA-DP genotypes and immunoglobulin E responses to common major allergens. Clin Exp Allergy. 1994. 24:431–439.
91. Yssel H, Johnson KE, Schneider PV, Wideman J, Terr A, Kastelein R, De Vries JE. T cell activation-inducing epitopes of the house dust mite allergen Der p I. Proliferation and lymphokine production patterns by Der p I-specific CD4+ T cell clones. J Immunol. 1992. 148:738–745.
92. Li X, Howard TD, Zheng SL, Haselkorn T, Peters SP, Meyers DA, Bleecker ER. Genome-wide association study of asthma identifies RAD50-IL13 and HLA-DR/DQ regions. J Allergy Clin Immunol. 2010. 125:328–335.e11.
93. Poland GA, Ovsyannikova IG, Jacobson RM, Vierkant RA, Jacobsen SJ, Pankratz VS, Schaid DJ. Identification of an association between HLA class II alleles and low antibody levels after measles immunization. Vaccine. 2001. 20:430–438.
94. Alper CA, Kruskall MS, Marcus-Bagley D, Craven DE, Katz AJ, Brink SJ, Dienstag JL, Awdeh Z, Yunis EJ. Genetic prediction of nonresponse to hepatitis B vaccine. N Engl J Med. 1989. 321:708–712.
95. Feehally J, Brenchley PE, Coupes BM, Mallick NP, Morris DM, Short CD. Impaired IgG response to tetanus toxoid in human membranous nephropathy: association with HLA-DR3. Clin Exp Immunol. 1986. 63:376–384.
96. Kinsman OS, McKenna R, Noble WC. Association between histocompatability antigens (HLA) and nasal carriage of Staphylococcus aureus. J Med Microbiol. 1983. 16:215–220.
97. Mangalam AK, Rajagopalan G, Taneja V, David CS. HLA class II transgenic mice mimic human inflammatory diseases. Adv Immunol. 2008. 97:65–147.
98. Deshmukh US, Sim DL, Dai C, Kannapell CJ, Gaskin F, Rajagopalan G, David CS, Fu SM. HLA-DR3 restricted T cell epitope mimicry in induction of autoimmune response to lupus-associated antigen SmD. J Autoimmun. 2011. 37:254–262.