Abstract
Background
While immune responses directed against antigens from the intestinal microbiota are observed in certain diseases, the normal human adaptive immune response to intestinal microbiota is poorly defined.
Objective
Our goal was to assess the adaptive immune response to the intestinal microbiota present in 143 healthy adults and compare this response to the immune response observed in 52 children and their mothers at risk of having allergic disease.
Methods
Human serum was collected from adults and from children followed from birth to seven years of age, and the serum IgG response to a panel of intestinal microbiota antigens was assessed using a novel protein microarray.
Results
Nearly every individual tested, regardless of health status, had serum IgG that recognized a common set of antigens. Seroreactivity to the panel of antigens was significantly lower in atopic adults. Healthy infants expressed the highest level of IgG seroreactivity to intestinal microbiota antigens. This adaptive response developed between 6 and 12 months of age, and peaked around 2 years of age. Low IgG responses to certain clusters of microbiota antigens during infancy were associated with allergy development during childhood.
Conclusions
There is an observed perturbation of the adaptive response to antigens from the microbiota in allergic individuals. These perturbations are observable even in childhood, suggesting that optimal stimulation of the adaptive immune system by the microbiota may be needed to prevent certain immune-mediated diseases.
Keywords: Adaptive; atopy; allergy; childhood; IgG; microarray; microbiota; Antigens, Bacterial; Antibodies, Bacterial
INTRODUCTION
The intestinal microbiota has become a major focal point in the study of many immunologic diseases, and advances in the characterization of the gut microbiota have identified patterns of colonization associated with disease severity and pathogenesis. Multiple autoimmune and inflammatory diseases have been linked to alterations in the gut microbiota (1, 2). The symbiotic relationship between the microbiota and the human host begins at birth (3). The microbiota rapidly expands and changes before converging to a stable colonization pattern (4–6). The developing microbiota informs the immune system by modulating inflammatory gene expression (7), and microbial colonization is necessary for the development of normal immune structures (8, 9). Even in the mature immune system, the microbiota exerts a powerful influence by maintaining immune homeostasis through the regulation of various lineages of T cells (10–14). Despite the overall stability of gut microbiota colonization in individuals (15), the species composition appears to vary among individuals (16). This variation may be beneficial, because a less diverse gut microbiota is present during the first month of life in infants later developing atopic eczema (17) and asthma (18). The diversity of the microbiota in healthy individuals, coupled with the known influence of the microbiota on immune homeostasis, suggests that the specific makeup of the microbiota may be of less importance than the body‘s adaptive immune response to the microbiota itself.
Much effort has been expended to characterize the microbiota in healthy adults (19, 20), including the evolution of microbial colonization in a healthy infant from birth to 3 years of age (21), but the development of the normal human adaptive immune response to the human microbiota is less understood. To this end, we developed a novel protein microarray to investigate the interplay between the adaptive immune system and the gut microbiota and categorized the IgG seroreactivity of individuals from the United States, Canada, and Sweden to a panel of antigens from the gut microbiota.
MATERIALS AND METHODS
Serum samples
Serum samples were collected with parental consent from 52 Swedish children and their mothers one week post-partum, as well as 70 healthy adults in Linköping, Sweden, 43 in Birmingham, AL, USA and 30 in Winnipeg, MB, Canada. The mothers and children participated in an allergy prevention study, where Lactobacillus reuteri (ATCC 55730; 1 × 108 CFU/day, BioGaia AB, Stockholm, Sweden) or placebo was administered to the mother from gestational week 36 and to the infant through the first year of life (22). At least one family member of the child had an allergic disease. The background factors and allergic manifestations in these children until seven years of age are described in Table 1. Non-atopic controls participated in an investigation of immune responses to paternal antigens during pregnancy (23). For Swedish mothers, the median age was 29 years (range 21 to 44 years). For Birmingham adults, the median age was 32 (range 20 to 76; 56% males/ 44% female). Samples were obtained with consent. For Winnipeg adults, the median age was 43 (range 17 to 75; 41% male, 59% female). Sera collected from patients with Crohn’s disease in Birmingham (N=10) and Winnipeg (N=30) were used in some experiments for comparison with healthy and allergic sera for reactivity to flagellin antigens.
Table 1. Background factors and other allergic manifestations in children with and without allergic manifestation until seven years of age.
Follow-up was performed by research nurses at 1, 3, 6, 12, and 24 months of age and by structured telephone interviews with parents at 2, 4, 5, 8, 10, and 18 months. They asked the parents about infections at each contact. Upper respiratory infection dominated. As indicated in the table the mean of infections was 5.4 and 5.5 during the first and second year of life, respectively. The mean of gastrointestinal infections was 0.3 (sd 0.5) and 0.3 (sd 0.5) in the allergic and non-allergic children, respectively (p=0.78, t-test).
| Allergic disease until 7 years | |||
|---|---|---|---|
| Yes % (n/N) |
No % (n/N) |
P* | |
| Probiotic group | 38 (8/21) | 42 (13/31) | 0.78 |
| Boys | 52 (11/21) | 52 (16/31) | 0.96 |
| Older sibling | 43 (9/21) | 45 (14/31) | 0.87 |
| Maternal allergic disease | 71(15/21) | 90 (28/31) | 0.13 |
| Asthma | 14 (3/21) | 27 (7/31) | 0.72 |
| Allergic rhinoconjunctivitis | 19 (4/21) | 45 (14/31) | 0.05 |
| Eczema | 27 (6/21) | 26 (8/31) | 0.83 |
| Food allergy | 24 (5/21) | 10 (3/31) | 0.24 |
| Allergic urticaria | 24 (5/21) | 7 (2/31) | 0.10 |
| Atopic (sensitized to allergens) | 38 (8/21) | 65 (20/31) | 0.06 |
| Caesarean section | 14 (3/21) | 10 (3/31) | 0.68 |
| Breastfeeding (exclusive) at 3 m | 76 (16/21) | 72 (22/31) | 0.68 |
| Breastfeeding (any) at 6 m | 76 (16/21) | 84 (26/31) | 0.50 |
| Breastfeeding (any) at 12 m | 10 (2/21) | 26 (8/31) | 0.17 |
| Parental smoking (prebirth) | 5 (1/21) | 10 (3/31) | 0.64 |
| Furred pets at birth | 10 (2/21) | 13 (4/31) | 1.00 |
| Antibiotics 0–6 m | 5 /1/21) | 16 (5/31) | 0.38 |
| Antibiotics 6–12 m | 14 (3/21) | 26 (8/31) | 0.49 |
| Antibiotics 12–24 m | 33 (7/21) | 48 (15/31) | 0.28 |
| Infections 0–12m mean (sd) | 5.4 (2.9) | 5.3 (3.0) | 0.90 |
| Infections 12–24m mean (sd) | 5.5 (3.8) | 5.4 (4.2) | 0.91 |
| Day-care at 12 months of age | 5 (1/21) | 7 (2/31) | 1.00 |
| Day-care at 24 months of age | 71(15/21) | 81 (25/31) | 0.51 |
| Asthma until 7 y | 43 (9/21) | 0 (0/31) | <0.001 |
| Allergic rhinitis until 7y | 29 (6/21) | 0 (0/31) | 0.003 |
| Eczema until 7y | 91 (19/21) | 0 (0/31) | <0.001 |
| Allergic urticaria until 7 y | 14 (3/21) | 0 (0/31) | 0.06 |
| Sensitization until 7y | 100 (21/21 | 0 (0/31) | <0.001 |
Chi2 test was employed for categorical variable. Fisher’s exact test was used when the expected frequency for any cell was less than five. Student t-test was employed for continuous variables.
Microbiota antigen microarray
Proteins were diluted in TRIS buffer pH 8.0 with 0.5% SDS at 0.2 mg/ml. The proteins were printed onto FAST 16 nitrocellulose pad slides (Whatman) using a MicroGrid II robot (Genomic Solutions) in duplicate in two different parts of the pad. Thus each antigen is present in quadruplicate. The printed slides were allowed to air-dry over night. Slides were blocked (Protein Array Blocking Buffer – Whatman), probed with human sera at 1:100 dilution, washed, and incubated with Alexa 647- or Alexa 546-labeled goat anti-human IgG or IgA (KPL). The proteins included in the microarray are listed in Table 1.
Analysis of microarray data
Software programs that were developed for analysis of DNA microarrays were used to analyze the data from the microbiota antigen array. The slides are read in an Axon GenePix 4000B dual laser microarray reader. The accompanying GenePix Pro 6.0 software determines the net median pixel intensities for each individual feature (antigen spots) from a set of 10 measurements/feature. The instrument and software automatically subtracted the pixel intensities of the background area surrounding the feature. A median net digital fluorescence unit (DFU) for each feature represents the median values from 4 replicate antigen features on each array. Statistical analysis of data was performed with R statistical package or GraphPad Prism using appropriate tests to compare values between groups. Analysis of the data was done without and with a Bonferoni correction for multiple comparisons; the p-values were highly significant with both approaches. The p-values in the text and figures are the analyses uncorrected for multiple comparisons.
Sequences from the antigens obtained from murine cecum were compared to human microbiota sequences present in the following databases: NIH Human Microbiome Project (http://www.hmpdacc.org), NCBI Gene Bank (http://blast.ncbi.nlm.nih.gov/Blast.cgi), and the metagenome gene catalog (Reference 20).
Clinical features and definitions of allergic children
Allergic manifestations included eczema, recurrent wheeze, allergic rhinoconjunctitivis (ARC), allergic urticaria, gastrointestinal allergy and IgE sensitization against food or other allergens. A diagnosis of eczema was defined as a pruritic, chronic or chronically relapsing non-infectious dermatitis with typical features and distribution. An asthma diagnosis required at least one of following two criteria: 1. Doctor diagnosis and asthma symptoms and/or medication during the last twelve months; 2. Wheeze or nocturnal cough and a positive reversibility test and/or pathological FENO value. In Sweden most children with asthma are asymptomatic when visiting the doctor, since they are efficiently treated with inhaled corticosteroids. If the asthma diagnosis was based on doctors diagnosis, medical records of the child was always reviewed to confirm that the diagnosis were consistent with the GINA criteria (http://www.ginasthma.com). The diagnosis of ARC was based on standard ISAAC question (http://isaac.auckland.ac.nz/Index.html) and required watery discharge at least twice in contact with the same allergen and no signs of infection. The diagnosis of gastrointestinal allergy required vomiting, diarrhea, or systemic reaction after ingestion of a potentially allergenic food and a confirmation by challenge, unless there was a clear history of a severe systemic reaction. Urticaria was defined as allergic when appearing at least twice in conjunction with a certain food. Infants were regarded as sensitized if they had at least one positive skin prick test reactivity and/or detectable circulating allergen specific IgE antibodies. Skin prick tests were done on the volar aspects of the forearm with egg white, fresh skimmed cow milk (lipid concentration 0.5%) and standardized cat, birch and timothy extracts (Soluprick®, ALK, Hørsholm, Denmark) at 6, 12 and 24 months and seven years of age. Histamine hydrochloride (10 mg/ml) was used as positive and albumin diluents as negative control. The test was regarded as positive if the mean diameter of the wheal was ≥3mm. Circulating IgE antibodies to egg white and cow’s milk were analyzed at 6, 12, and 24 months of age in venous blood (UniCap® Pharmacia CAP System™, Pharmacia Diagnostics, Uppsala, Sweden). The cut off level was 0.35 kU/L, according to the protocol of the manufacturer. In addition, circulating IgE to a mixture of food allergens, including egg white, cow’s milk, cod, wheat, peanut and soy bean, was analyzed at 6, 12 and 24 months of age (UniCap® Pharmacia CAP System™, fx5, Pharmacia Diagnostics). All of the 21 children developing allergy were sensitized, while none of the 31 healthy children were sensitized (Table 1). Nineteen of the allergic children had eczema, 9 asthma, 6 ARC and 3 urticaria during the first seven years of life. Several children developed more than one allergic symptom.
RESULTS
Healthy adults exhibit circulating antibodies to antigens of the intestinal microbiota
To investigate the IgG adaptive immune response to intestinal microbiota in humans, we employed a novel protein microarray containing recombinant protein antigens and cloned from the murine microbiota (24, 25). The antigens were chosen because all had been found previously to be immunogenic in mice (references 24, 25) and IgG seroreactivity to most of them was found in normal human sera in pilot studies. The individual protein and DNA sequences of these antigens were searched against sequences from the described human microbiota in the MetaHit (20), Human Microbiome Project (www.hmpdacc.org) and NCBI (http://blast.ncbi.nlm.nih.gov/Blast.cgi) databases and the percentage of exact amino acid matches (% identity) and percentage of exact and similar (% positives) amino acid matches are listed, along with a putative protein ID and function (Table 2). Each sequence was also matched to the Phyla, Class, and primary species to which it was tracked. Of the antigens selected for the array, 31 of 38 had >70% homology to sequences from the human gut microbiota, while 37 of 38 had greater than 50%, suggesting that there are evolutionarily conserved antigens or shared microbial colonization between mice and humans. One antigen, rIB20, appears to be a unique sequence as it had no greater than 50% homology to any known protein sequence in the NCBI database. Two of the antigens, rIB2 and rIB5, had high homology sequence matches to highly conserved sequences found in multiple phyla. Counting these overlapping sequences, the antigens on our array represent 8 Bacteroidetes antigens, 24 Firmicute antigens, and 8 Proteobacteria antigens: 7 are involved in metabolic functions, 13 are flagellin/ motility proteins, 6 are transcription/translation machinery, and 12 others are cell surface proteins of various kinds. Thus the array represents a diverse set of antigens from the three most prominent phyla of the human gut microbiota (Table 2). Several of these antigens, particularly Firmicute flagellins, are known immunodominant antigens in Crohn's disease (24).
Table 2. Antigens represented on the protein microarray.
38 antigens cloned from the murine cecal microbiota (24, 25) were searched against sequences from the described human microbiota in the MetaHit, HMB, and NCBI databases and the percentage of exact amino acid matches (% identity) and percentage of exact and similar (% positives) amino acid matches are listed, along with a putative protein ID and function. Each sequence was also matched to the Phyla, Class, and primary species in the human microbiota to which it was tracked.
| Phylum | Class | Name | Protein ID | Function | Primary Species | % identity | % positives |
|---|---|---|---|---|---|---|---|
| Bacteroidetes | Bacteroidia | Btheta | CBir28 - hypothetical protein | other/unknown | Bacteroides sp. | 70 | 87 |
| CBir19 | ABC transporter.ATP-binding protein | other/unknown | Bacteroides vulgatus | 78 | 93 | ||
| CBir23 | elongation factor 1A | transc/transl | Alistepes shahii | 85 | 95 | ||
| Cbir45 | glycosyl hydrolase | metabolism | Bacteroides eggerthii | 59 | 75 | ||
| CBir8 | elongation factor Tu | transc/transl | Tannerella sp. | 90 | 94 | ||
| Keto | transketolase | metabolism | Bacteroides fragilis | 100 | 100 | ||
| P3 | HSP90 | other/unknown | Bacteroides fragilis | 80 | 80 | ||
| Firmicute | Clostridia | 14-2 | flagellin from 14-2 isolate | motility | Roseburia intestinalis | 80 | 87 |
| flagellin | 3_1_57 | flagellin | motility | Lachnospiraceae | 100 | 100 | |
| CBir1 | flagellin | motility | Butyrivibrio fibriosolvens | 83 | 89 | ||
| CBir11 | flagellin | motility | Roseburia inulinivorans | 46 | 58 | ||
| CBir66 | flagellin | motility | Roseburia intestinalis | 66 | 83 | ||
| Fla 2 | flagellin 2 from A4 isolate | motility | Roseburia intestinalis | 72 | 80 | ||
| Fla 3 | flagellin 3 from A4 isolate | motility | Roseburia inulinivorans | 81 | 91 | ||
| Fla X | flagellin | motility | Roseburia inulinivorans | 56 | 70 | ||
| MDR254 | flagellin | motility | Flavonifractor plautii | 73 | 78 | ||
| Firmicutes | Bacilli | CBir14 | GAPDH | metabolism | Lactobacillus salivarius | 90 | 93 |
| EF20 | Sal A | other/unknown | Enterococcus faecalis | 100 | 100 | ||
| Clostridia | CBir63 | Ig-like surface protein | other/unknown | Roseburia intestinalis | 47 | 64 | |
| MDR247 | adenine deaminase | metabolism | Clostridium bolteae | 54 | 76 | ||
| MDR90 | collagen adhesion protein | other/unknown | Roseburia intestinalis | 66 | 77 | ||
| rIB12 | homoserine dehydrogenase | metabolism | Flavonifractor plautii | 60 | 76 | ||
| rIB16 | pyruvate synthase | metabolism | Flavonifractor plautii | 74 | 86 | ||
| rIB17 | NlpC/P60 | other/unknown | Flavonifractor plautii | 39 | 56 | ||
| rIB4 | relaxase | transc/transl | Clostridium asparagiforme | 63 | 72 | ||
| rIB8 | glycosyltransferase | metabolism | Lachnospiraceae 3-1-57 | 59 | 75 | ||
| rIB9 | methyl-accepting chemotaxis protein | motility | Roseburia intestinalis | 45 | 63 | ||
| Proteobacteria | Delta/Epsilon | CBir5 | methyl-accepting chemotaxis protein | motility | Helicobacter cinaedi | 63 | 74 |
| CBir56 | methyl-accepting chemotaxis protein | motility | Helicobacter canadensis | 60 | 71 | ||
| Gamma | FtsZ | FtsZ protein - homologue of tubulin (putative pANCA) | other/unknown | Escherichia coli | 100 | 100 | |
| OmpC | OmpC from UNC E. coli | other/unknown | Escherichia coli | 100 | 100 | ||
| SalFliC | Salomonella dublin Flagellin | motility | Salmonella dublin | 100 | 100 | ||
| Epsilon | rIB18 | surface array protein | other/unknown | Campylobacter showae | 30 | 53 | |
| Firm & Prot | rIB5 | hypothetical protein - cytoplasmic | other/unknown | Erysipelotrichaceae 3-1-53 | 37 | 60 | |
| Firmicutes | Clostridia | rIB1 | RecN | transc/transl | Clostridium citroniae | 80 | 82 |
| rIB10 | Nucleotidyltransferase/ hypothetical | transc/transl | Roseburia intestinalis | 48 | 70 | ||
| Proteobacteria | Beta | rIB20 | ABC transporter | other/unknown | Verminephrobacter eiseniae | <50 | <50 |
| Firm & Bact | rIB2 | SAM domain protein | transc/transl | Blautia hansenii | 61 | 77 | |
Sera from healthy adults from Canada, Sweden, and the United States were tested against this panel and the immune response to antigens from the intestinal microbiota was evidenced by the presence of serum IgG reactivity (Fig. 1). Despite individual differences in magnitude of response, a common pattern of response to particular antigens emerged (Fig. 1A). Though not all antigens were recognized by individual sera, there was a significant correlation in reactivity between specific antigens, particularly among Firmicute flagellins, and among four "universal" antigens (Supplemental Fig. 1). In regard to the latter, nearly every adult individual had a strong response to these four antigens: rIB1, rIB10, rIB2 and rIB20 (Fig. 1b, Supplemental Fig. 2). Because IgG responses to peptide antigens requires CD4+ T-helper cells to stimulate isotype switching, these data reflect the participation of both T cell and B cell immunity in generating a response to these antigens. Further, these data indicate that even in healthy individuals, there is a normal adaptive immune response to antigens present in the commensal microbiota, including antigens known to be targets in inflammatory disease.
Figure 1. There is a normal human adaptive immune response to antigens from the gut microbiota.
Serum from 143 healthy, Caucasian adults in 3 countries (Canada, Sweden, USA) was analyzed on the microarray and IgG reactivity to the antigens was determined. A. Data are expressed as mean +/− SEM to illustrate the pattern of response. B. Data are expressed as box and whiskers (10–90%) of fluorescence intensity for each antigen to illustrate the variance of the response among individuals. Four antigens, rIB1, rIB2, rIB10, and rIB20 were found to be universally recognized among nearly all individuals.
Perturbation of the seroresponse to antigens from the intestinal microbiota in individuals with allergic disease
We next studied allergic individuals, because childhood allergy is associated with alterations of the intestinal microbiota (1, 17, 26). Serum collected 1-week post-partum from 53 Swedish mothers, 30 of which had allergic disease, and 23 who did not, were compared to 40 non-allergic Swedish adults. In contrast to the seroresponse seen in healthy individuals, IgG reactivity in women with allergic disease was significantly lower to each cluster of antigens including the four universal antigens (Fig. 2). Each of the mothers was recruited based on having allergy, or having children at risk for allergy. In post-partum women without allergy, there was still a significant reduction in IgG responses (Fig. 3a) on par with the weak responses seen in atopic individuals, with the single exception of Firmicute flagellin antigens. The reactivity to this group of antigens is equivalent to the reactivity observed in North American adults (Fig. 3B).
Figure 2. The human adaptive immune response to antigens from the gut microbiota differs between mothers of at-risk children and controls.
Swedish mothers were separated by health status (24 allergic, 30 non-allergic), and the average reactivity to antigens from different phyla or universal antigens were compared to that of healthy controls (n=40). Data are expressed as mean±SEM. ** p<0.005, ***p<0.0005, ****, p<0.0001, Mann-Whitney test.
Figure 3.
(A) IgG reactivity to the universal antigens for Swedish mothers was compared to all infants (regardless of allergy) at 24 months, or control, adult Swedes, mean±SEM. (B) IgG reactivity to Firmicute flagellins of healthy, 24 month-old, Swedish infants (n = 31) compared to healthy, Swedish adults (n = 40), healthy, adult, North Americans (n = 54), or adults with CD from the US and Canada (n = 45), mean±SEM. ** p<0.005, ***p<0.0005, ****, p<0.0001, Mann-Whitney test.
Differences in seroresponses to antigens from the intestinal microbiota are present in infancy
While the reactivity to universal antigens was perturbed in the mothers, at 2 years of age the magnitude of reactivity in their children was significantly greater, and compared equivalently to adult controls (Fig. 3A). In contrast, the seroreactivity to the set of Firmicute flagellins at 2y of age in healthy children was significantly greater than the reactivity observed in the unrelated controls (p < 0.001). The magnitude of this response to Firmicute flagellin antigens approaches that seen in adult Crohn’s Disease patients to these antigens (Fig. 3B).
Although allergic adults have a lower adaptive IgG response to microbiota antigens, little is known about the development of this response in children. It is possible that the reduced adaptive immune response that correlates with certain immune-mediated diseases in adults could predispose children to the development of disease. To this end, sera from 52 Swedish children were collected at time points from 6 months to 7 years of age and analyzed via protein microarray for serum IgG reactivity to antigens from the gut microbiota. These children all had a family history of allergic disease, and during the course of the study 21 developed allergic disease and 31 remained allergy free (22). Seroresponses to antigens from Bacteroides (Fig. 4a), Firmicute flagellin (Fig. 4b), other Firmicute proteins (Fig. 4c), or Proteobacteria (Fig. 4d), or to the four universal antigens (Fig. 4e–h) were grouped together and compared to cord blood (labeled as 0m, representing antibodies transferred to the child during pregnancy), and then from 6m to 7y of age. Allergic children had significantly lower reactivity to Firmicute (Fig. 4c) and Universal (Fig. 4e–h) antigens at 6m of age, and continued this trend until 7y. This pattern of lower reactivity is even evident in the cord blood (Fig. 4e, g). While serum antibody levels against the majority of antigens on the array were very low at 6m, serum antibodies against the 4 universal antigens were detectable at 6 months of age, and for each of these antigens, allergic children, or those who would develop allergy, had significantly lower seroreactivity than did healthy children. This trend continued throughout early life. Reactivity to non-flagellin antigens from the Firmicute phyla was also significantly higher at 6m in healthy children than in those developing allergy, and continued in this trend, mirroring the pattern observed with reactivity to universal antigens.
Figure 4. Development of the human adaptive immune response to antigens from the gut microbiota begins in infancy and a reduced seroreactivity is observed in children developing allergy.
Average fluorescence intensity to antigens from the different clusters (A–D) or the 4 universal antigens (E–H) was compared in sera from 33 healthy Swedish children (control, squares) or 21 who developed eczema (allergic, open circles) over the first 7 years of life, and in the cord blood of their mothers (Om time point; mothers are grouped by the health status of their child). Data are expressed as mean±SEM. * p <0.05, ** p<0.005, *** p<0.0005, compared to same time point.
Many external factors such as breast feeding exclusivity and duration (27, 28), use of antibiotics (29, 30), and probiotic therapies have been proposed to alter the composition of the gut microbiota (31). Though they may alter the composition, in our study we found no significant differences when children in the study were grouped by exclusive breastfeeding during the first three months of life, or probiotic use (Supplemental Figures 3,5). Treatment with antibiotics under age 2 increased reactivity selectively to several of the universal antigens at 24 months of age (Supplemental Figure 4), however antibiotic treatment had no effect on the subsequent development of allergy. Only three children were delivered by Caesarean section in the allergic and non-allergic groups, which is too small a number to make valid comparisons of seroreactivity. Detailed comparisons between the allergic and non-allergic children are provided in Table 1.
DISCUSSION
Though the composition and development of the microbiota is beginning to be understood (19–21), the interplay of the normal human adaptive immune response and the human microbiota, especially in healthy individuals, remains to be explored. This protein microarray serves as a unique tool to investigate this interplay and begin to define the normal response to antigens in the microbiota. Each of the antigens present on the array was initially cloned as a result of being immunogenic in mice (24, 25). The majority of them had very high homology matches to sequences from the characterized human microbiome, suggesting that these are evolutionarily conserved epitopes. Our data clearly indicate that individuals with allergic disease have a decreased response to clusters of antigens from the commensal gut microbiota compared to healthy individuals. Furthermore, low IgG responses to certain clusters of microbiota antigens during infancy were associated with allergy development during childhood. To confirm our microarray results, we cross-linked selected antigens to Luminex beads and compared the relative binding signals observed in a fluorescent Luminex bead assay to the values obtained for the same samples from the protein microarray; for each group tested, the same pattern of reactivity and same level of significance was obtained between the protein microarray and the Luminex bead assay (data not shown).
Our results demonstrate that rather than there being a lack of response to the gut microbiota, there instead is activation of the adaptive immune system evidenced by IgG seroreactivity to antigens derived from the microbiota. It has been known for some time that there is normal IgG autoantibody production in healthy individuals (32, 33), and these autoantibodies are directed to multiple different cellular components, both intracellular and extracellular. As such it should be expected that there is also adaptive immune activation directed towards the commensal microbiota. In this study we highlighted four particular antigens as being "universal", in that nearly every individual tested responded to all four of them. Aside from rIB20, the identity of which remains unknown, the other 3 universal antigens all come from proteins involved in transcription and translation. As naturally occurring autoantibodies are likely to play a role in proper immune function, it appears that an active immune response to the microbiota is also involved in normal immune function.
The reduced reactivity to universal antigens observed in allergic children appears to be present in the mothers of allergic children as well. Though allergic children had reduced reactivity to these universal antigens compared to healthy children, at 2 years of age the magnitude of reactivity in all children was greater than that of their mothers at parturition, matching the levels observed in the control group (Fig. 3A). Of note, the seroreactivity to the set of Firmicute flagellins at 2y of age was significantly greater than the reactivity observed in either mothers (p < 0.0001 for all cases) or in the unrelated controls (p < 0.001 for all cases). The magnitude of this response to Firmicute flagellin antigens approaches that seen in adult CD patients to these antigens (Fig. 3B). Although the magnitude of response in children was higher than that of their mothers or healthy adults, the pattern of antigens to which they respond was the same. The common pattern of seroreactivity in infants contrasts with the succession of varying microbiota colonization as assessed by 16s-DNA that has been observed in African, South American, and North American children before the age of three, when the microbiota begins to resemble that of adults (4, 6, 34). However, this common pattern of reactivity may be coherent with the common functional microbiota that has been revealed by metagenomic studies (20). This succession of bacterial colonization and eventual stabilization may contribute to the heightened response observed from 12 to 24 m that is followed by the retreat to more adult-like levels at 7 y of age.
The children in this study came from a study of probiotic effectiveness in which newborns at risk for allergic disease received Lactobacillus reuteri from birth in an attempt to reduce the incidence of allergy. This same group of children has been shown to have a reduced diversity in the gut microbiota (17), a circumstance also seen in Crohn’s disease (35, 36) and T1D (37). A lower adaptive immune response to the gut microbiota can be suggested as a predisposing factor for development of atopy, because all of these children were considered "at-risk" for allergy development. Indeed, comparing the seroreactivity of the mothers of these children to healthy controls (Fig. 2) indicated that as a group, these mothers had lower seroreactivity than healthy controls. When mothers were separated by their own allergy status, allergic mothers comprise the lowest responding cohort. Pregnancy profoundly decreases the richness of the microbiota (38), and thus some of the decrease in reactivity in the mothers could be due to these alterations. However, there remain clear differences in reactivity to antigens from the gut microbiota between allergic and non-allergic mothers.
We are colonized during transition out of the birth canal. Newborns are protected during initial exposures to microbes via trans-placental passage of maternal IgG, but must respond on their own after the mother's IgG is metabolized. This initial response is vigorous and is maintained throughout life at lower levels. Perturbed responses to microbiota antigens correlate with development of certain immune-mediated diseases in adults. Taken together, these data are compatible with the concept that a strong adaptive immune response to the microbiota in infancy is protective against immune mediated disease later in life. An appropriate intensity and diversity of microbial stimulation during infancy may be required for adequate development of the adaptive immune system (42). This concept is consistent with the findings of a reduced gut microbiota diversity during infancy preceding development of atopic eczema (17, 39–41) and asthma (18).
Supplementary Material
KEY MESSAGES.
We describe the development of adaptive immune responses against antigens from the intestinal microbiota, and we show that immune activation against antigens from the gut microbiota is normal and present from infancy into adulthood.
In allergic individuals, we show that there is a significant decrease in seroreactivity to particular groups of microbiota antigens, and low seroreactivity during infancy associates with allergy development during childhood.
ACKNOWLEDGEMENTS
The authors would like to thank Chad Steele and Chad Dunaway for their generous assistance with the Luminex bead assay, as well as the Canadian Institutes of Health Research for their grant support.
FUNDING: This work was supported by NIH grant DK071176, the Swedish Research Council, the Swedish Heart and Lung Foundation, the Ekhaga Foundation, the Research Council for the South-East Sweden, the Olle Engqvist Foundation, the Swedish Asthma and Allergy Association, the Vårdal Foundation for Health Care Science and Allergy Research, Sweden, and the University Hospital of Linköping, Sweden.
Footnotes
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AUTHOR CONTRIBUTIONS
B. Christmann is responsible for the generation and analysis of the microarray data and for manuscript preparation. M. Jenmalm and C. O. Elson assisted in study design, manuscript preparation and data analysis. L.W. Duck cloned the antigens and developed the microarray used in these studies. T. Abrahamsson, C. Bernstein, P. Mannon, G. Berg, B. Björkstén, M. Jenmalm, & C. O. Elson contributed to sample collection and study design.
REFERENCES
- 1.Macia L, Thorburn AN, Binge LC, Marino E, Rogers KE, Maslowski KM, et al. Microbial influences on epithelial integrity and immune function as a basis for inflammatory diseases. Immunol Rev. 2012;245:164–176. doi: 10.1111/j.1600-065X.2011.01080.x. [DOI] [PubMed] [Google Scholar]
- 2.Maynard CL, Elson CO, Hatton RD, Weaver CT. Reciprocal interactions of the intestinal microbiota and immune system. Nature. 2012;489:231–241. doi: 10.1038/nature11551. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Hooper LV, Littman DR, Macpherson AJ. Interactions between the microbiota and the immune system. Science. 2012;336:1268–1273. doi: 10.1126/science.1223490. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Palmer C, Bik EM, DiGiulio DB, Relman DA, Brown PO. Development of the human infant intestinal microbiota. PLoS Biology. 2007;5:e177. doi: 10.1371/journal.pbio.0050177. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Turnbaugh PJ, Hamady M, Yatsunenko T, Cantarel BL, Duncan A, Ley RE, et al. A core gut microbiome in obese and lean twins. Nature. 2009;457:480–484. doi: 10.1038/nature07540. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Yatsunenko T, Rey FE, Manary MJ, Trehan I, Dominguez-Bello MG, Contreras M, et al. Human gut microbiome viewed across age and geography. Nature. 2012;486:222–227. doi: 10.1038/nature11053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Schwartz S, Friedberg I, Ivanov IV, Davidson LA, Goldsby JS, Dahl DB, et al. A metagenomic study of diet-dependent interaction between gut microbiota and host in infants reveals differences in immune response. Genome Biol. 2012;13:r32. doi: 10.1186/gb-2012-13-4-r32. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Macpherson AJ, Harris NL. Interactions between commensal intestinal bacteria and the immune system. Nature Rev Immunol. 2004;4:478–485. doi: 10.1038/nri1373. [DOI] [PubMed] [Google Scholar]
- 9.Bouskra D, Brezillon C, Berard M, Werts C, Varona R, Boneca IG, et al. Lymphoid tissue genesis induced by commensals through NOD1 regulates intestinal homeostasis. Nature. 2008;456:507–510. doi: 10.1038/nature07450. [DOI] [PubMed] [Google Scholar]
- 10.Sonnenberg GF, Artis D. Innate lymphoid cell interactions with microbiota: implications for intestinal health and disease. Immunity. 2012;37:601–610. doi: 10.1016/j.immuni.2012.10.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Sawa S, Lochner M, Satoh-Takayama N, Dulauroy S, Berard M, Kleinschek M, et al. RORgammat+ innate lymphoid cells regulate intestinal homeostasis by integrating negative signals from the symbiotic microbiota. Nature Immunol. 2011;12:320–326. doi: 10.1038/ni.2002. [DOI] [PubMed] [Google Scholar]
- 12.Ivanov II, Frutos Rde L, Manel N, Yoshinaga K, Rifkin DB, Sartor RB, et al. Specific microbiota direct the differentiation of IL-17-producing T-helper cells in the mucosa of the small intestine. Cell Host & Microbe. 2008;4:337–349. doi: 10.1016/j.chom.2008.09.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Wu HJ, Wu E. The role of gut microbiota in immune homeostasis and autoimmunity. Gut Microbes. 2012;3:4–14. doi: 10.4161/gmic.19320. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Olszak T, An D, Zeissig S, Vera MP, Richter J, Franke A, et al. Microbial exposure during early life has persistent effects on natural killer T cell function. Science. 2012;336:489–493. doi: 10.1126/science.1219328. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Faith JJ, Guruge JL, Charbonneau M, Subramanian S, Seedorf H, Goodman AL, et al. The long-term stability of the human gut microbiota. Science. 2013;341:1237439. doi: 10.1126/science.1237439. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Caporaso JG, Lauber CL, Costello EK, Berg-Lyons D, Gonzalez A, Stombaugh J, et al. Moving pictures of the human microbiome. Genome Biol. 2011;12:R50. doi: 10.1186/gb-2011-12-5-r50. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Abrahamsson TR, Jakobsson HE, Andersson AF, Bjorksten B, Engstrand L, Jenmalm MC. Low diversity of the gut microbiota in infants with atopic eczema. J Allergy Clin Immunol. 2012;129:434–440. 40 e1–40 e2. doi: 10.1016/j.jaci.2011.10.025. [DOI] [PubMed] [Google Scholar]
- 18.Abrahamsson TR, Jakobsson HE, Andersson AF, Bjorksten B, Engstrand L, Jenmalm MC. Low gut microbiota diversity in early infancy precedes asthma at school age. Clin Exp Allergy. 2014;44:842–850. doi: 10.1111/cea.12253. [DOI] [PubMed] [Google Scholar]
- 19.Human Microbiome Project C. Structure, function and diversity of the healthy human microbiome. Nature. 2012;486:207–214. doi: 10.1038/nature11234. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Qin J, Li R, Raes J, Arumugam M, Burgdorf KS, Manichanh C, et al. A human gut microbial gene catalogue established by metagenomic sequencing. Nature. 2010;464:59–65. doi: 10.1038/nature08821. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Koenig JE, Spor A, Scalfone N, Fricker AD, Stombaugh J, Knight R, et al. Succession of microbial consortia in the developing infant gut microbiome. Proc Nat Acad Sci (USA) 2011;108(Suppl 1):4578–4585. doi: 10.1073/pnas.1000081107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Abrahamsson TR, Jakobsson T, Bottcher MF, Fredrikson M, Jenmalm MC, Bjorksten B, et al. Probiotics in prevention of IgE-associated eczema: a double-blind, randomized, placebo-controlled trial. J Allergy Clin Immunol. 2007;119:1174–1180. doi: 10.1016/j.jaci.2007.01.007. [DOI] [PubMed] [Google Scholar]
- 23.Persson M, Ekerfelt C, Ernerudh J, Matthiesen L, Abelius MS, Jonsson Y, et al. Reduced IFN-gamma and IL-10 responses to paternal antigens during and after pregnancy in allergic women. J Reproductive Immunol. 2012;95:50–58. doi: 10.1016/j.jri.2012.05.003. [DOI] [PubMed] [Google Scholar]
- 24.Lodes MJ, Cong Y, Elson CO, Mohamath R, Landers CJ, Targan SR, et al. Bacterial flagellin is a dominant antigen in Crohn disease. J Clin Invest. 2004;113:1296–1306. doi: 10.1172/JCI20295. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Konrad A, Cong Y, Duck W, Borlaza R, Elson CO. Tight mucosal compartmentation of the murine immune response to antigens of the enteric microbiota. Gastroenterology. 2006;130:2050–2059. doi: 10.1053/j.gastro.2006.02.055. [DOI] [PubMed] [Google Scholar]
- 26.Penders J, Thijs C, Vink C, Stelma FF, Snijders B, Kummeling I, et al. Factors influencing the composition of the intestinal microbiota in early infancy. Pediatrics. 2006;118:511–521. doi: 10.1542/peds.2005-2824. [DOI] [PubMed] [Google Scholar]
- 27.Harmsen HJ, Wildeboer-Veloo AC, Raangs GC, Wagendorp AA, Klijn N, Bindels JG, et al. Analysis of intestinal flora development in breast-fed and formula-fed infants by using molecular identification and detection methods. J Ped Gastroenterol Nutrition. 2000;30:61–67. doi: 10.1097/00005176-200001000-00019. [DOI] [PubMed] [Google Scholar]
- 28.Le Huerou-Luron I, Blat S, Boudry G. Breast-v. formula-feeding: impacts on the digestive tract and immediate and long-term health effects. Nutrition Res Rev. 2010;23:23–36. doi: 10.1017/S0954422410000065. [DOI] [PubMed] [Google Scholar]
- 29.Cotter PD, Stanton C, Ross RP, Hill C. The impact of antibiotics on the gut microbiota as revealed by high throughput DNA sequencing. Discovery medicine. 2012;13:193–199. [PubMed] [Google Scholar]
- 30.Stensballe LG, Simonsen J, Jensen SM, Bonnelykke K, Bisgaard H. Use of antibiotics during pregnancy increases the risk of asthma in early childhood. The J Pediatrics. 2013;162:832–838. e3. doi: 10.1016/j.jpeds.2012.09.049. [DOI] [PubMed] [Google Scholar]
- 31.Salminen S, Isolauri E, Salminen E. Clinical uses of probiotics for stabilizing the gut mucosal barrier: successful strains and future challenges. Antonie van Leeuwenhoek. 1996;70(2–4):347–358. doi: 10.1007/BF00395941. [DOI] [PubMed] [Google Scholar]
- 32.Lutz HUWG. Naturally occurring autoantibodies to skeletal proteins from human red blood cells. J Immunol. 1982;128:5. [PubMed] [Google Scholar]
- 33.Guilbert BDG, Avrameas S. Naturally occurring antibodies against nin common antigens in human sera. I. Detection, isolation and characterization. J Immunol. 1982;128:8. [PubMed] [Google Scholar]
- 34.Costello EK, Lauber CL, Hamady M, Fierer N, Gordon JI, Knight R. Bacterial community variation in human body habitats across space and time. Science. 2009;326:1694–1697. doi: 10.1126/science.1177486. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Manichanh C, Rigottier-Gois L, Bonnaud E, Gloux K, Pelletier E, Frangeul L, et al. Reduced diversity of faecal microbiota in Crohn's disease revealed by a metagenomic approach. Gut. 2006;55:205–211. doi: 10.1136/gut.2005.073817. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Sartor RB. Microbial influences in inflammatory bowel diseases. Gastroenterology. 2008;134:577–594. doi: 10.1053/j.gastro.2007.11.059. [DOI] [PubMed] [Google Scholar]
- 37.Giongo A, Gano KA, Crabb DB, Mukherjee N, Novelo LL, Casella G, et al. Toward defining the autoimmune microbiome for type 1 diabetes. ISME Journal. 2011;5:82–91. doi: 10.1038/ismej.2010.92. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Koren O, Goodrich JK, Cullender TC, Spor A, Laitinen K, Backhed HK, et al. Host remodeling of the gut microbiome and metabolic changes during pregnancy. Cell. 2012;150:470–480. doi: 10.1016/j.cell.2012.07.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Wang M, Karlsson C, Olson C, Adlerberth I, Wold AE, Strachan DP, et al. Reduced diversity in the early fecal microbiota of infants with atopic eczema. J Allergy Clin Immunol. 2008;121:129–134. doi: 10.1016/j.jaci.2007.09.011. [DOI] [PubMed] [Google Scholar]
- 40.Forno E, Ouderdonk AB, McCracker J, Litonjua AA, Laskey D, Delaney ML, et al. Diversity of the gut micorbota and eczema in early life. Clin Mol Allergy. 2008;6:11. doi: 10.1186/1476-7961-6-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Ismail IH, Oppendisano F, Joseph SJ, Boyle RJ, Liciardi PV, Robins-Browne RM, et al. Reduced gut microbial diversity in early life is associated with later development of eczema but not atopy in high-risk infants. Pediatric Allergy Immunol. 2012;23:674–681. doi: 10.1111/j.1399-3038.2012.01328.x. [DOI] [PubMed] [Google Scholar]
- 42.West CE, Jenmalm MC, Prescott SL. The gut microbiota and its role in the development of allergic disease: a wider perspective. Clin Exp Allergy. 2015:43–53. doi: 10.1111/cea.12332. [DOI] [PubMed] [Google Scholar]
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