BACKGROUND: The role of FOXP3(+) regulatory T cells in the prevention against sensitization and allergy development is controversial. OBJECTIVE: We followed 65 newborn Swedish children from farming and non-farming families from birth to 3 years of age and investigated the relation between CD4(+) T cell subsets in blood samples and development of sensitization and allergic disease. METHODS: The proportions of FOXP3(+) CD25(high) , CTLA-4(+) CD25(+) , CD45RO(+) , HLA-DR(+) , CCR4(+) or α4β7(+) within the CD4(+) T cell population were examined by flow cytometry of blood samples at several time-points. Mononuclear cells were isolated from blood and stimulated with birch allergen, ovalbumin or the mitogen PHA, and the levels of IL-1β, IL-6, TNF, IFN-γ, IL-5 and IL-13 were measured. A clinical evaluation regarding the presence of allergen-specific IgE and allergy was performed at 18 and 36 months of age. RESULTS: Multivariate discriminant analysis revealed that children who were sensitized at 18 or 36 months of age had higher proportions of FOXP3(+) CD25(high) T cells at birth and at 3 days of life than children who remained non-sensitized, whereas allergy was unrelated to the neonatal proportions of these cells. The proportions of CTLA-4(+) CD25(+) T cells were unrelated to both sensitization and allergy. The association between higher proportions of FOXP3(+) CD25(high) T cells and sensitization persisted after exclusion of farmer's children. Finally, a farming environment was associated with lower proportions of FOXP3(+) CD25(high) T cells in early infancy and to a more prominent T cell memory conversion and cytokine production. CONCLUSION & CLINICAL RELEVANCE: Our results indicate that high proportions of FOXP3(+) CD25(high) T cells in neonates are not protective against later sensitization or development of allergy.
BACKGROUND: The role of FOXP3(+) regulatory T cells in the prevention against sensitization and allergy development is controversial. OBJECTIVE: We followed 65 newborn Swedish children from farming and non-farming families from birth to 3 years of age and investigated the relation between CD4(+) T cell subsets in blood samples and development of sensitization and allergic disease. METHODS: The proportions of FOXP3(+) CD25(high) , CTLA-4(+) CD25(+) , CD45RO(+) , HLA-DR(+) , CCR4(+) or α4β7(+) within the CD4(+) T cell population were examined by flow cytometry of blood samples at several time-points. Mononuclear cells were isolated from blood and stimulated with birch allergen, ovalbumin or the mitogen PHA, and the levels of IL-1β, IL-6, TNF, IFN-γ, IL-5 and IL-13 were measured. A clinical evaluation regarding the presence of allergen-specific IgE and allergy was performed at 18 and 36 months of age. RESULTS: Multivariate discriminant analysis revealed that children who were sensitized at 18 or 36 months of age had higher proportions of FOXP3(+) CD25(high) T cells at birth and at 3 days of life than children who remained non-sensitized, whereas allergy was unrelated to the neonatal proportions of these cells. The proportions of CTLA-4(+) CD25(+) T cells were unrelated to both sensitization and allergy. The association between higher proportions of FOXP3(+) CD25(high) T cells and sensitization persisted after exclusion of farmer's children. Finally, a farming environment was associated with lower proportions of FOXP3(+) CD25(high) T cells in early infancy and to a more prominent T cell memory conversion and cytokine production. CONCLUSION & CLINICAL RELEVANCE: Our results indicate that high proportions of FOXP3(+) CD25(high) T cells in neonates are not protective against later sensitization or development of allergy.
Production of IgE antibodies to allergens is termed sensitization 1. In some individuals, allergen-specific IgE antibodies can trigger inflammation upon
renewed exposure to allergens, giving rise to immune-mediated hypersensitivity, that is, allergy.
Th2 cells produce cytokines such as IL-4, IL-5 and IL-13 that support the production of
allergen-specific IgE and recruitment of eosinophils 2.
Although sensitization can occur without symptoms of allergic diseases, children who are sensitized
to any allergen at 18 months of age without allergic symptoms are more likely than others to
develop symptoms of wheezing, asthma and rhinitis at 5 years of age 3.Regulatory T cells (Tregs) play a central role in the maintenance of self-tolerance and immune
homoeostasis 4. Human Tregs from peripheral blood and thymus
suppress proliferation and cytokine production of other T cells in response to both self-antigens
and allergens 5–7. Tregs are found within the CD4+ T cell population and express CD25 and
the transcription factor FOXP3 8. Mutations in the
FOXP3 gene lead to a deficiency in Tregs and to the syndrome X-linked
autoimmunity-allergic dysregulation, characterized by organ-specific autoimmunity, enterocolitis
with food allergy and severe dermatitis 9,10. The fraction of FOXP3+ cells is higher within
the CD25high (approximately the top 2%) compared with the total
CD25+ T cell subset 11. As not only Tregs
but also newly activated CD4+ T cells express CD25 and FOXP3 12, analysis of the FOXP3+CD25high T cell subset
results in a lower contamination of activated non-regulatory T cells 13.Significant efforts have been made to identify the roles played by Tregs and immunomodulatory
cytokines in the development of allergy. However, the majority of studies demonstrating altered or
impaired immunomodulatory T cell phenotypes in allergic individuals have focused on adults or on
children with established allergy. Some studies have correlated the proportion of Tregs at birth and
in infants with subsequent onset of sensitization and/or allergic disease later in childhood, but
with inconsistent results. Thus, certain studies demonstrate lower numbers 14 or poor function 15 of putative Tregs at
birth in children who later become sensitized and/or allergic. Other studies show that the
proportions of FOXP3+ Tregs at birth do not differ significantly between children
with subsequent sensitization or allergic disease 16,17. However, in one of the latter studies, established
sensitization and/or allergic disease were associated with higher proportions of
FOXP3+ T cells 16. Thus, it still remains
unclear whether alterations in the proportions of Tregs or in their regulatory capacity precede
development of sensitization and allergic disease.Epidemiological studies strongly suggest that reduced microbial exposure early in life leads to
the development of allergy later in childhood 18–20. Growing up on a farm exerts a strong protective effect against
development of both sensitization and, even more strongly, allergic disease 20,21. However, whether the post-natal
development of the adaptive immune system differs between farmers' and non-farmers'
children is currently unknown.In the FARMFLORA study, we have prospectively followed 65 Swedish children from birth to
3 years of age, half of whom lived on small family-owned dairy farms and half in the same
rural area, but not on farms. We examined the proportions of FOXP3- or CTLA-4-expressing T cells as
well as T cell activation, memory conversion and homing markers, and whether the pattern of T cell
subsets and activity status was related to the development of sensitization and allergic disease
later in childhood. By the use of multivariate discriminant analysis, we found a positive
association between high proportions of FOXP3+CD25high T cells in cord
blood and in early infancy and sensitization at both 18 and 36 months of age. We also found
that higher proportions of these cells early in infancy were associated with a non-farming
environment. Although the prevalence of allergy was significantly lower among children who grew up
on small dairy farms, the farming environment was not a confounding factor for the associations
between higher proportions of FOXP3+ T cells and sensitization in this study.
Materials and methods
Subjects and collection of blood samples
In total, 65 healthy Swedish infants born at term (≥ 38 gestational weeks) in rural
areas in south-west of Sweden were included in the prospective FARMFLORA study. Twenty-eight of the
children were raised on small dairy farms, while 37 lived on the countryside, but not on a farm.
Blood samples were obtained from the umbilical cord at birth and peripheral blood was sampled at
3–5 days, at 1, 4, 18 and 36 months of age. Informed consent was obtained from
the parents, and the study protocol was approved by the Human Research Ethics Committee of the
Medical Faculty, University of Gothenburg, Sweden (reference number 363-05).
Clinical and laboratory examinations for allergy diagnoses
The children were examined by a paediatrician at 18 and 36 months of age, and
between follow-ups if they developed symptoms suggestive of allergic disease. Venous blood was
collected for total IgE and the presence of specific IgE against food (milk, egg, soy, fish, wheat
and peanut, Phadia/Pharmacia Diagnostics, Uppsala, Sweden) and inhalant allergens (birch, timothy
grass, mugwort, cat, dog, horse, and house dust mite Phadia/Pharmacia). Positive samples were
further analysed for specific IgE against birch, timothy, mugwort, dog, cat, horse, house dust mite,
cow's milk, hen's egg, fish, wheat, soy and peanut (Immunocap®;
Phadia/Pharmacia Diagnostics). An allergen-specific IgE level of ≥ 0.35 kU/L
was considered positive. In the evaluation of children who were referred to the study paediatrician
before 18 months of age because of symptoms, allergen-specific IgE-tests (Immunocap) or skin
prick tests were performed guided by symptoms. Skin prick tests were performed in accordance with
European guidelines using standard allergen extracts (Soluprick SQ; ALK-Abello AS, Hørsholm,
Denmark), allergen diluents as the negative control and histamine (10 mg/mL) as positive
control.
Diagnostic groups
Based on clinical examination by the paediatrician and the results of the laboratory tests, the
following diagnostic groups were defined: Eczema, diagnosed according to
Williams' criteria 22. Eczema at 18 months
denoted diagnosis at any time before or at 18 months, while eczema at 36 months required
symptoms to be present after 24 months of age; Asthma, persistent wheezing
for ≥ 4 weeks or ≥ 3 episodes of wheezing in the first
18 months of life in combination with other manifestations of allergy (eczema,
rhinoconjunctivitis or food allergy) or with wheeze/breathing problems in between colds. For asthma
at 36 months, ≥ 1 wheezing episode should have occurred after 24 months
of age, and response to inhaled glucocorticoids or leukotriene antagonists was included among the
minor criteria; Food allergy, an immediate- or late-onset reaction after ingestion
of the specific food, followed by a clear and prompt clinical improvement once the food allergen was
eliminated. The diagnosis was supported by open food challenge tests, and/or a positive specific
allergy test (specific IgE ≥ 0.35 kU/L or skin prick test weal
≥ 3 mm), and/or eosinophilic inflammation in mucosal gastrointestinal biopsies,
and/or multi-organ reactions; Allergic rhinoconjunctivitis, symptoms in the eyes
and/or nose upon exposure to pollens or animal dander, together with a positive allergen-specific
IgE test directed against a corresponding allergen.
Flow cytometry
Phenotypic characterization of CD4+ T lymphocytes was performed as described in
detail elsewhere 23. The following anti-human monoclonal
antibodies were used on whole blood: APC-conjugated anti-CD25 (clone 2A3; BD Biosciences,
Erembodegem, Belgium) and HLA-DR (clone G46-6, BD Bioscience); FITC-conjugated anti-CD49d (clone
44H6; Serotec, UK); PerCP-conjugated anti-CD4 (clone SK3; BD Biosciences); and PE-conjugated
anti-CD45RO (clone UCHL-1; BD Biosciences), anti-β7-integrin (clone FIB504; BD Biosciences)
and anti-CCR4 (clone IG1; BD Biosciences). For intracellular FOXP3 staining, the PE anti-humanFOXP3
staining set was used (clone PCH101; eBioscience, San Diego, CA, USA), whereas the Cytofix/Cytoperm
kit (BD Biosciences) was used for biotin-conjugated CTLA-4 (clone BNI3; BD PharMingen, San Diego,
CA, USA), followed by PE-conjugated streptavidin (BD Biosciences). This staining method allows
detection of both intra- and extracellular CTLA-4. All isotype controls were purchased from BD
Biosciences, except for the isotype control for FOXP3, which was purchased from eBioscience. The
gates for expression of FOXP3 or CTLA-4 were set based on the expression of these respective markers
within the CD25high and CD25+ cell subsets, and the lack of expression
in within the CD25− subset 11. The
proportion of FOXP3+CD25high cells within the CD4+ T
cell population was calculated by multiplying the proportion of CD25high cells within the
CD4+ T cell population (˜2%) with the percentage of
FOXP3+ of CD25high cells. FOXP3, CTLA-4 and CD45RO were analysed in
blood obtained at birth, 3–5 days, 1, 4, 18 and 36 months, whereas HLA-DR,
α4β7 and CCR4 were analysed at birth and 4, 18 and 36 months of age. Samples
were run in a FACSCalibur (BD Biosciences) equipped with CellQuest Pro software or in a FACSCanto II
(BD Bioscience) equipped with FACSDiva software and analysed with FlowJo software (Tree Star,
Ashland, OR, USA).
Cell culture and cytokine determinations
Mononuclear cells isolated from blood samples obtained at 4, 18 and 36 months of age were
stimulated with 5 μg/mL phytohaemagglutinin (PHA) (Roche, Basel, Switzerland) for
24 hours. Cells obtained at 36 months of age were stimulated with
100 μg/mL birch allergen extract (ALK ABELLÓ, Hørsholm, Denmark) or 200
μg/mL ovalbumin (OVA) (Sigma Aldrich, St Louis, MO, USA) for 6 days. Cells were
cultured at 1x106 cells/mL in AIM-V media (Gibco, Life technologies, Paisley, UK),
supplemented with 40 μM mercaptoethanol (Merck Millipore, Darmstadt, Germany) in
U-bottomed 96-well plates and kept in 5% CO2 at 37°C. Concentrations of
IL-1β, IL-6, TNF, IFN-γ, IL-5 and IL-13 were measured in the supernatant by
FlowCytomix (eBioscience, Vienna, Austria), and the levels of IFN-γ and IL-13 were confirmed
by ELISA, as described in detail previously 24. All cytokine
concentrations are shown in Table S1. IL-1β, IFN-γ and IL-5 at 4 months of age
were excluded due to high number of non-responders.
Statistical analysis
The associations between the proportions of FOXP3+CD25high,
CTLA-4+CD25+, CD45RO+,
HLA-DR+, CCR4+ or α4β7+ cells
within the CD4+ T cell population, and cytokine production (X-variables), and
clinical diagnosis of allergy or sensitization (Y-variables) were investigated in multivariate
factor analyses (SIMCA software, version 13.0; Umetrics, Umeå, Sweden). Orthogonal
projections to latent structures discriminant analyses (OPLS-DA) were implemented to examine whether
classes of observations, that is, sensitized compared with non-sensitized children, allergic
compared with non-allergicchildren and farmers' compared with non-farmers' children,
could be discriminated based on the totality of X-variables. The quality of the analyses was based
on the parameters R2, that is, how well the variation of the variables is explained by the model,
and Q2, that is, how well a variable can be predicted by the model. In the OPLS-DA loadings column
plots, the importance of each X-variable to Y is represented by column bars. The larger the bar and
smaller the error bar, the stronger and more certain is the contribution to the model. The final
OPLS-DA loadings column plots in the result section are models based on X-variables with variable
influence of projection (VIP values) values ≥ 0.8, ≥ 0.9 or
≥ 1.0 (described in the figure legends). VIP values can be used to discriminate
between important and unimportant predictors for the overall model. To avoid mass significance,
univariate analyses were performed exclusively on the X-variables that contributed most to the
respective models. Univariate data analyses were performed with Mann–Whitney
U-test or chi-square test (GraphPad Prism; GraphPad Software, San Diego, CA, USA)
as described in the figure legends. A
P-value ≤ 0.05 was considered significant
(*P ≤ 0.05; **
P ≤ 0.01; and
***P ≤ 0.001).
Results
Allergy and sensitization
By the age of 18 and 36 months, 23% and 17% of the children, respectively,
were diagnosed as being allergic (Table1). Sensitization
occurred in 15% and 25% of the children at these time-points, respectively (Table1). For further analyses, we compared those who were allergic at
18 months of age (n = 15) with those who were not
(n = 49). Children who were allergic at 36 months of
age (n = 11) were compared with those who were not allergic at
either 18 or 36 months of age (n = 44). For this
analysis, eight children who were allergic at 18 but not at 36 months of age were excluded,
as we considered that they could be included neither in the allergic nor in the non-allergic group.
One child who did not undergo clinical examination at 18 months of age was, hence, excluded
from both the 18 and 36 month analyses. Sensitized and non-sensitized children were compared
in the same fashion. Sensitization at both 18 and 36 months of age was more prevalent among
allergic relative to non-allergicchildren at 36 months
(P = 0.03 and
P = 0.05, respectively). Total IgE levels did
not differ between allergic and non-allergicchildren either at 18 (32 kU/L vs.
19 kU/L, P = 0.68) or 36
(130 kU/L vs. 20 kU/L,
P = 0.07) months of age. A double parental
history of allergy was more common among children diagnosed with allergy at 18 months of age
than among non-allergicchildren (Table2). Furthermore,
boys were overrepresented among those children who were allergic by 36 months of age.
Table 1
Clinical diagnosis of allergic sensitization and allergic disease of children at 18 and
36 months of age
18 months
(n = 64)
36 months
(n = 63)
n
%
n
%
Any allergy*
15
23
11
17
Food allergy
2
3
2
3
Eczema
13
20
7
11
Allergic rhinoconjunctivitis
1
2
1
2
Asthma
5
8
4
6
Sensitization†
9
15‡
14
25§
One or more of the following diagnoses: eczema, asthma, food allergy or allergic
rhinoconjunctivitis.
Screening for allergen-specific IgE, that is, 6-mix food test and Phadiatop, followed by analysis
for specific IgE against cow's milk, hen's egg, fish, wheat, soy, peanut, birch,
timothy, mugwort, dog, cat, horse and house dust mite.
n = 62 (blood samples not available for
all 64 children).
n = 56 (blood samples not available for
all 63 children).
Table 2
Demographic data
Number of children (%)
Sensitized children
Allergic children
At 18 months
At 36 months
At 18 months
At 36 months
Alln =65
Non =53
Yesn =9
P-value*
Non =39
Yesn =14
P-value*
Non =49
Yesn =15
P-value*
Non =44
Yesn =11
P-value*
Boys
33 (51)
27 (51)
5 (56)
1.0
21 (54)
9 (64)
0.55
24 (49)
9 (60)
0.56
22 (50)
9 (82)
0.03
Single parental history of allergy†
22 (34)
18 (34)
2 (22)
0.71
14 (36)
5 (36)
1.0
17 (35)
4 (27)
0.76
14 (32)
5 (45)
0.48
Double parental history of allergy†
5 (8)
5 (9)
0 (0)
1.0
4 (10)
1 (7)
1.0
1 (2)
4 (27)
0.01
1 (2)
2 (18)
0.1
Sibling(s)
35 (54)
30 (57)
4 (44)
0.72
22 (56)
7 (50)
0.76
28 (57)
7 (47)
0.56
23 (52)
6 (55)
1.0
Caesarean section
10 (15)
7 (13)
3 (33)
0.15
5 (13)
5 (36)
0.11
6 (12)
4 (27)
0.23
5 (11)
4 (36)
0.07
Statistical difference between non-sensitized and sensitized children or between non-allergic and
allergic children (Fisher's exact test or Mann–Whitney U-test). Bold:
P ≤ 0.05 was regarded as significant
(*P ≤ 0.05 and
**P ≤ 0.01).
Maternal or paternal history of doctor-diagnosed asthma, allergic rhinoconjunctivitis or
eczema.
Clinical diagnosis of allergic sensitization and allergic disease of children at 18 and
36 months of ageOne or more of the following diagnoses: eczema, asthma, food allergy or allergic
rhinoconjunctivitis.Screening for allergen-specific IgE, that is, 6-mix food test and Phadiatop, followed by analysis
for specific IgE against cow's milk, hen's egg, fish, wheat, soy, peanut, birch,
timothy, mugwort, dog, cat, horse and house dust mite.n = 62 (blood samples not available for
all 64 children).n = 56 (blood samples not available for
all 63 children).Demographic dataStatistical difference between non-sensitized and sensitized children or between non-allergic and
allergicchildren (Fisher's exact test or Mann–Whitney U-test). Bold:
P ≤ 0.05 was regarded as significant
(*P ≤ 0.05 and
**P ≤ 0.01).Maternal or paternal history of doctor-diagnosed asthma, allergic rhinoconjunctivitis or
eczema.
High proportions of neonatal FOXP3+CD25high T cells are
positively associated with sensitization later in childhood
Using multivariate discriminant analysis by OPLS (orthogonal projections to latent structures),
we investigated sensitization at 18 or 36 months of age in relation to proportions of
CD4+ T cell subsets (FOXP3+CD25high,
CTLA-4+CD25+, CD45RO+,
HLA-DR+, CCR4+ and α4β7+) at
birth, 3–5 days of age and at 1, 4, 18 and 36 months of age, as well as
cytokine production (IL-1β, TNF, IL-6, IFN-γ, IL-5 and IL-13) by peripheral blood
mononuclear cells after stimulation with PHA (at 4, 18 and 36 months of age), birch allergen
extract or ovalbumin (at 36 months of age). For sensitization at 18 months of age,
immune parameters measured at 36 months were not included in the analysis. The OPLS-DA
scatter plots, in Figs1a and b, indicated that children who
were sensitized (filled circles) and non-sensitized (open circles) at 18 or 36 months of age,
respectively, could be separated based on the T cell variables described above.
Figure 1
(a and b) OPLS discriminant analysis (OPLS-DA) score scatter plot displaying the separation of
sensitized, that is, specific IgE to food and/or inhalant allergens, (filled circles) and
non-sensitized (open circles) children at (a) 18 and (b) 36 months of age based on
X-variables, including CD4+ T cells that are
FOXP3+CD25high, CTLA-4+CD25+,
CD45RO+, HLA-DR+, CCR4+ or
α4β7+ at birth, 3–5 days, and at 1, 4, 18, 36, months
of age. Measurements of PHA-induced cytokine production by mononuclear cells at 4, 18 and
36 months and OVA- and birch allergen extract-induced cytokine production at 36 months
of age were also included in the analyses. For sensitization at 18 months, immune parameters
measured at 36 months were not included. R2Y indicates how well the variation of Y is
explained, while Q2 indicates how well Y can be predicted. (c and d) OPLS-DA loadings column plots
depicting the associations between the X-variables described above and sensitization at (c) 18 and
(d) 36 months of age. X-variables with bars projected in the same direction as sensitization
are positively associated, whereas bars in the opposite direction are inversely related to
sensitization at the respective ages. The larger the bar and smaller the error bar, the stronger and
more certain is the contribution to the model. The OPLS loadings column plots are based on
X-variables with VIP values (c) ≥ 0.8 and (d) ≥ 0.9. R2Y:
(c) = 0.28, (d) = 0.37. Q2:
(c) = 0.23, (d) = 0.24.
(a and b) OPLS discriminant analysis (OPLS-DA) score scatter plot displaying the separation of
sensitized, that is, specific IgE to food and/or inhalant allergens, (filled circles) and
non-sensitized (open circles) children at (a) 18 and (b) 36 months of age based on
X-variables, including CD4+ T cells that are
FOXP3+CD25high, CTLA-4+CD25+,
CD45RO+, HLA-DR+, CCR4+ or
α4β7+ at birth, 3–5 days, and at 1, 4, 18, 36, months
of age. Measurements of PHA-induced cytokine production by mononuclear cells at 4, 18 and
36 months and OVA- and birch allergen extract-induced cytokine production at 36 months
of age were also included in the analyses. For sensitization at 18 months, immune parameters
measured at 36 months were not included. R2Y indicates how well the variation of Y is
explained, while Q2 indicates how well Y can be predicted. (c and d) OPLS-DA loadings column plots
depicting the associations between the X-variables described above and sensitization at (c) 18 and
(d) 36 months of age. X-variables with bars projected in the same direction as sensitization
are positively associated, whereas bars in the opposite direction are inversely related to
sensitization at the respective ages. The larger the bar and smaller the error bar, the stronger and
more certain is the contribution to the model. The OPLS loadings column plots are based on
X-variables with VIP values (c) ≥ 0.8 and (d) ≥ 0.9. R2Y:
(c) = 0.28, (d) = 0.37. Q2:
(c) = 0.23, (d) = 0.24.The T cell variables that displayed the strongest association, positive or negative, with
sensitization at 18 or 36 months of age are identified in the OPLS-DA loadings column plots
shown in Figs1c and d. T cell variables positioned in the
same direction as the bar representing sensitization are positively associated, whereas parameters
represented by a bar in the opposite direction are inversely related to sensitization. The larger
the bar and smaller the error bar, the stronger and more certain is the contribution to the model.
The final OPLS-DA loadings column plots are based on parameters with VIP
values ≥ 0.8 in Fig.1c and
≥ 0.9 in Fig.1d. The full VIP plots are shown
in Figs S1a and b. As shown in Figs1c and d, allergic
sensitization at 18 or 36 months of age was positively associated with higher proportions of
FOXP3+CD25high T cells at both birth and at 3 days of life. In
contrast, sensitization was related to lower levels of PHA-induced cytokine production by
mononuclear cells (sensitization at 18 months: TNF, IL-1β, IL-6 and IFN-γ;
sensitization at 36 months: IFN-γ and TNF). Taken together, these results imply that
sensitization in the first 3 years of life is related to higher proportions of neonatal
putative Tregs and a lower cytokine-producing capacity by mononuclear cells later in childhood.
Sensitized children have significantly higher proportions of
FOXP3+CD25high T cells at birth and in early infancy than
non-sensitized children
Univariate analyses demonstrate that children who were sensitized at 18 or 36 months of
age had significantly higher proportions of FOXP3+CD25high cells within
the CD4+ T cell population at birth and at 3 days of life than
non-sensitized children (Figs2a and b). Despite the fact
that Tregs are considered to express the immunoregulatory molecule CTLA-4 25,26, the proportions of
CTLA-4+CD25+ T cells were unrelated to sensitization in both
multivariate (Figs1c and d) and univariate analyses
(Figs2c and d). The gating strategies for
FOXP3+CD25high and CTLA-4+CD25+
expression within the CD4+ T cell population are demonstrated in Fig.2e.
Figure 2
(a and b) The proportions of FOXP3+CD25high cells within the
CD4+ T cell population at birth and at 3–5 days in children who were
sensitized, that is, specific IgE to food and/or inhalant allergens, or non-sensitized at (a) 18 or
(b) 36 months of age. (c and d) The proportions of
CTLA-4+CD25+ cells within the CD4+ T cell
population at birth and at 3–5 days in children who were sensitized or non-sensitized
at (c) 18 or (d) 36 months of age. Each dot represents an individual, and horizontal bars
indicate median value. Statistical differences between the groups were calculated using two-tailed
Mann–Whitney U-test.
P ≤ 0.05 was regarded as significant
(*P ≤ 0.05; **
P ≤ 0.01; and ***
P ≤ 0.001). (e) Gating strategies for FOXP3
or CTLA-4 expression within the various CD25+ T cell populations in cord blood.
Numbers represent the percentage of cells within the gate.
(a and b) The proportions of FOXP3+CD25high cells within the
CD4+ T cell population at birth and at 3–5 days in children who were
sensitized, that is, specific IgE to food and/or inhalant allergens, or non-sensitized at (a) 18 or
(b) 36 months of age. (c and d) The proportions of
CTLA-4+CD25+ cells within the CD4+ T cell
population at birth and at 3–5 days in children who were sensitized or non-sensitized
at (c) 18 or (d) 36 months of age. Each dot represents an individual, and horizontal bars
indicate median value. Statistical differences between the groups were calculated using two-tailed
Mann–Whitney U-test.
P ≤ 0.05 was regarded as significant
(*P ≤ 0.05; **
P ≤ 0.01; and ***
P ≤ 0.001). (e) Gating strategies for FOXP3
or CTLA-4 expression within the various CD25+ T cell populations in cord blood.
Numbers represent the percentage of cells within the gate.The association between sensitization and lower PHA-induced cytokine production observed in
multivariate analyses (Figs1c and d) was not supported by
univariate analyses. However, there was a trend that children who were sensitized at
18 months of age produced lower levels of IL-1β at 18 months
(P = 0.07), whereas children who were
sensitized at 36 months of age tended to produce lower levels of and IFN-γ at
18 months (P = 0.06). Taken together,
these results show that children who were sensitized at 18 or 36 months of age had
significantly higher proportions of FOXP3+CD25high cells within the
CD4+ T cell population at birth and at 3 days of life than children who
remained non-sensitized.Furthermore, as others have used the FOXP3+CD25+ phenotype to
define Tregs, we also performed corresponding analyses with the use of this cell subset. These
multivariate analyses displayed a similar association pattern with subsequent development of
allergic sensitization as in Figs.1a and b (Figure S2A and
B). However, in contrast to FOXP3+CD25high T cells (Fig.2), univariate analyses showed that the proportions of
FOXP3+CD25+ were significantly higher only at birth, and not at
3 days of life, among children with allergic sensitization at 18, but not 36 months of
age compared with non-sensitized children (Figures S2c and d). As the proportions of neonatal
FOXP3+CD25high but not FOXP3+CD25+
differed significantly between children who later developed allergic sensitization, this may
indicate that the latter cell subset could be contaminated by activated non-regulatory T cells.
Allergy in relation to T cell maturation progress
Although allergy is linked to sensitization, children may be allergic but not sensitized, as well
as sensitized but not allergic (Table1). Hence, we examined
how the T cell variables described above were related to allergic disease at 18 and 36 months
of age. The OPLS-DA loadings column plot in Fig.3a is based
on parameters with VIP values ≥ 0.9. Being allergic at 36 months of age was
associated with mononuclear cells with a higher capacity to produce the Th2-related cytokines IL-5
and IL-13 at both 18 and 36 months of life. However, no T cell variables were inversely
related to allergic disease. Univariate analyses confirmed that allergicchildren produced
significantly higher levels of IL-5 upon PHA stimulation at 36, but not at 18 months of age
(Fig.3b). A clinical diagnosis of allergy at
18 months of age did not display any specific association patterns with the T cell variables
(data not shown). These results suggest that, in contrast to sensitization, a clinical diagnosis of
allergy is not associated with higher proportions of neonatal
FOXP3+CD25high putative Tregs within the CD4+ T cell
population. Moreover, as one could expect, being allergic is related to a higher capacity to produce
the Th2-related cytokine IL-5.
Figure 3
(a and c) OPLS-DA loadings column plot depicting the associations between allergic disease at
36 months, that is, children diagnosed with eczema, asthma, food allergy and/or allergic
rhinoconjunctivitis, while specific IgE was not a criterion for a clinical diagnosis of allergy, and
X-variables, including CD4+ T cells that are (a)
FOXP3+CD25high or (c) FOXP3+CD25+,
CTLA-4+CD25+, CD45RO+,
HLA-DR+, CCR4+ or α4β7+ at
birth, 3–5 days, and 1, 4, 18 and 36 months of age. Measurements of PHA-induced
cytokine production by mononuclear cells at 4, 18 and 36 months and OVA- and birch allergen
extract-induced cytokine production at 36 months of age were also included in the analyses.
X-variables with bars projected in the same direction as allergy are positively associated, whereas
parameters in the opposite direction are inversely related to allergy at this age. The larger the
bar and smaller the error bar, the stronger and more certain is the contribution to the model. The
OPLS-DA loadings column plots are based on X-variables with VIP-values ≥ 0.9. R2Y
indicates how well the variation of Y is explained, while Q2 indicates how well Y can be predicted.
R2Y: (a) = 0.33, (c) = 0.32. Q2:
(a) = 0.18, (c) = 0.21. (b) The concentration of
PHA-induced production of IL-5 (pg/mL) by mononuclear cells from children who were allergic or not
at 36 months of age. (d) The proportions of FOXP3+CD25+
cells within the CD4+ T cell population at 18 and 36 months of age in
children who were allergic or not at 36 months of age. Each dot represents an individual, and
horizontal bars indicate median value. Statistical differences between the groups were calculated
using two-tailed Mann–Whitney U-test.
P ≤ 0.05 was regarded as significant
(*P ≤ 0.05).
(a and c) OPLS-DA loadings column plot depicting the associations between allergic disease at
36 months, that is, children diagnosed with eczema, asthma, food allergy and/or allergic
rhinoconjunctivitis, while specific IgE was not a criterion for a clinical diagnosis of allergy, and
X-variables, including CD4+ T cells that are (a)
FOXP3+CD25high or (c) FOXP3+CD25+,
CTLA-4+CD25+, CD45RO+,
HLA-DR+, CCR4+ or α4β7+ at
birth, 3–5 days, and 1, 4, 18 and 36 months of age. Measurements of PHA-induced
cytokine production by mononuclear cells at 4, 18 and 36 months and OVA- and birch allergen
extract-induced cytokine production at 36 months of age were also included in the analyses.
X-variables with bars projected in the same direction as allergy are positively associated, whereas
parameters in the opposite direction are inversely related to allergy at this age. The larger the
bar and smaller the error bar, the stronger and more certain is the contribution to the model. The
OPLS-DA loadings column plots are based on X-variables with VIP-values ≥ 0.9. R2Y
indicates how well the variation of Y is explained, while Q2 indicates how well Y can be predicted.
R2Y: (a) = 0.33, (c) = 0.32. Q2:
(a) = 0.18, (c) = 0.21. (b) The concentration of
PHA-induced production of IL-5 (pg/mL) by mononuclear cells from children who were allergic or not
at 36 months of age. (d) The proportions of FOXP3+CD25+
cells within the CD4+ T cell population at 18 and 36 months of age in
children who were allergic or not at 36 months of age. Each dot represents an individual, and
horizontal bars indicate median value. Statistical differences between the groups were calculated
using two-tailed Mann–Whitney U-test.
P ≤ 0.05 was regarded as significant
(*P ≤ 0.05).Interestingly, corresponding analyses of the proportions of
FOXP3+CD25+ cells displayed that a clinical diagnosis of allergy
at 36 months of age was positively associated with high proportions of
FOXP3+CD25+ cells within the CD4+ T cell
population at both 18 and 36 months of age as well as at birth (Fig.3c). Univariate analyses showed that children with a clinical diagnosis of
allergy at 36 months of age had significantly higher proportions of
FOXP3+CD25+ cells within the CD4+ T cell
population at 18 months of age, but not at any other time-point, compared with non-allergicchildren (Fig.3d). The association between high proportions
of FOXP3+CD25+ cells and allergy just before the onset of or
during disease suggests that the FOXP3+CD25+ cell subset might
contain activated non-regulatory T cells as a consequence of the allergic inflammation.
The dairy farm environment is not a confounding factor for the associations between high
proportions of neonatal FOXP3+CD25high cells and sensitization later in
childhood
Several independent studies have shown that the prevalence of allergy is significantly lower
among children raised in a farming environment 19,27. In the present cohort, we found a significantly lower
prevalence of allergic disease among children growing up on dairy farms (7% at
18 months, 4% at 36 months) than among the children growing up on the
countryside in the same area, but not on farms (35% at 18 months,
P = 0.02; 32% at 36 months,
P = 0.02). However, there was no difference
regarding the prevalence of sensitization between these two groups (11% vs. 17% at
18 months, P = 0.7; 27% vs.
26% at 36 months, P = 1.0).
Thus, farming environment was not likely to be a confounding factor for the positive associations
observed between high proportions of FOXP3+CD25high cells within the
CD4+ T cell population at birth and at 3 days of life and subsequent
sensitization. Hence, after exclusion of farmers' children from the univariate analyses shown
in Figs2a and b, the same patterns were observed regarding
higher proportions of FOXP3+CD25high T cells at birth as well as at
3 days of life and sensitization later in childhood (Fig.4a and b). Indeed, children who were sensitized at 18 months of age had significantly
higher proportions of FOXP3+CD25high T cells at birth and at
3 days of life than children who did not become sensitized (Fig.4a). Although not statistically significant, this pattern was also observed for
children sensitized at 36 months of age (Fig.4b).
Further, exclusion of farmers' children from the analysis did not alter the outcome that
children with allergic disease at 36 months of age produced significantly higher levels of
PHA-induced IL-5 at 36 months of age than non-allergicchildren (Fig.4c). Taken together, these results indicate that farming environment per
se is not likely to be a confounding factor for the associations observed between high
proportions of FOXP3+CD25high T cells at birth and at 3 days of
life and sensitization later in childhood.
Figure 4
(a and b) The proportion of FOXP3+CD25high cells within the
CD4+ T cell population at birth and at 3 days of age among
non-farmers' children who were sensitized, that is, specific IgE to food and/or inhalant
allergens, or non-sensitized at (a) 18 and (b) 36 months of age. (c) The concentration of
PHA-induced production of IL-5 (pg/mL) by mononuclear cells from non-farmers' children who
were allergic, that is, children diagnosed with eczema, asthma, food allergy and/or allergic
rhinoconjunctivitis, while specific IgE was not a criterion for a clinical diagnosis of allergy, or
not at 36 months of age. Each dot represents an individual, and horizontal bars indicate
median values. Statistical differences between the groups were calculated using two-tailed
Mann–Whitney U-test.
P ≤ 0.05 was regarded as significant
(*P ≤ 0.05 and **
P ≤ 0.01).
(a and b) The proportion of FOXP3+CD25high cells within the
CD4+ T cell population at birth and at 3 days of age among
non-farmers' children who were sensitized, that is, specific IgE to food and/or inhalant
allergens, or non-sensitized at (a) 18 and (b) 36 months of age. (c) The concentration of
PHA-induced production of IL-5 (pg/mL) by mononuclear cells from non-farmers' children who
were allergic, that is, children diagnosed with eczema, asthma, food allergy and/or allergic
rhinoconjunctivitis, while specific IgE was not a criterion for a clinical diagnosis of allergy, or
not at 36 months of age. Each dot represents an individual, and horizontal bars indicate
median values. Statistical differences between the groups were calculated using two-tailed
Mann–Whitney U-test.
P ≤ 0.05 was regarded as significant
(*P ≤ 0.05 and **
P ≤ 0.01).
Farming environment is related to lower proportions of
FOXP3+CD25high T cells in early infancy
As we found a significant difference regarding the incidence of allergic disease between children
who lived on dairy farms and children who lived on the countryside but not on dairy farms, we next
examined whether there were differences between these two groups of children regarding the various T
cell variables during the first 3 years of life. The OPLS-DA score scatter plot in Fig.5a displays a clear distinction between farmers' children
(filled circled) and non-farmers' children (open circles), with respect to the T cell
variables described above.
Figure 5
(a) OPLS discriminant analysis (OPLS-DA) score scatter plot displaying the separation between
farmers' (filled circles) and non-farmers' children (open circles) and X-variables,
including CD4+ T cells that were FOXP3+CD25high,
CTLA-4+CD25+, CD45RO+,
HLA-DR+, CCR4+ or α4β7+ at
birth, 3–5 days, and 1, 4, 18 and 36 months of age. Measurements of PHA-induced
cytokine production by mononuclear cells at 4, 18 and 36 months and OVA- and birch allergen
extract-induced cytokine production at 36 months of age were also included in the analyses.
(b) OPLS-DA loadings column plots that depicts the associations between the X-variables and Y, a
farm or a non-farm environment. X-variables with bars projected in the same direction as Y are
positively associated, whereas parameters in the opposite direction are inversely related to Y. The
larger the bar and smaller the error bar, the stronger and more certain is the contribution to the
model. The OPLS-DA loadings column plot is based on X-variables with VIP values ≥ 0.9.
R2Y indicates how well the variation of Y is explained, while Q2 indicates how well Y can be
predicted. R2Y = 0.28, Q2 = 0.16. (c) The proportions of
FOXP3+CD25high cells within the CD4+ T cell
population during the first 3 years of life in farmers' and non-farmers'
children. Each dot represents an individual, and horizontal bars indicate median values. Statistical
differences between the groups were calculated using two-tailed Mann–Whitney
U-test. P ≤ 0.05 was
regarded as significant (*P ≤ 0.05 and
** P ≤ 0.01).
(a) OPLS discriminant analysis (OPLS-DA) score scatter plot displaying the separation between
farmers' (filled circles) and non-farmers' children (open circles) and X-variables,
including CD4+ T cells that were FOXP3+CD25high,
CTLA-4+CD25+, CD45RO+,
HLA-DR+, CCR4+ or α4β7+ at
birth, 3–5 days, and 1, 4, 18 and 36 months of age. Measurements of PHA-induced
cytokine production by mononuclear cells at 4, 18 and 36 months and OVA- and birch allergen
extract-induced cytokine production at 36 months of age were also included in the analyses.
(b) OPLS-DA loadings column plots that depicts the associations between the X-variables and Y, a
farm or a non-farm environment. X-variables with bars projected in the same direction as Y are
positively associated, whereas parameters in the opposite direction are inversely related to Y. The
larger the bar and smaller the error bar, the stronger and more certain is the contribution to the
model. The OPLS-DA loadings column plot is based on X-variables with VIP values ≥ 0.9.
R2Y indicates how well the variation of Y is explained, while Q2 indicates how well Y can be
predicted. R2Y = 0.28, Q2 = 0.16. (c) The proportions of
FOXP3+CD25high cells within the CD4+ T cell
population during the first 3 years of life in farmers' and non-farmers'
children. Each dot represents an individual, and horizontal bars indicate median values. Statistical
differences between the groups were calculated using two-tailed Mann–Whitney
U-test. P ≤ 0.05 was
regarded as significant (*P ≤ 0.05 and
** P ≤ 0.01).As seen in Fig.5b, high proportions of
FOXP3+CD25high T cells at 3 days as well as at 36 months
of age were positively associated with growing up in a non-farming environment. Univariate analyses
showed that children from farming and non-farming families had comparable proportions of
FOXP3+CD25high cells within the CD4+ T cell
population in cord blood (Fig.5c). However, at 3 days
as well as at 36 months of age, non-farmers' children had significantly higher
proportions of these cells in their circulation compared with children from farming families
(Fig.5c). Moreover, multivariate analysis showed that a
farming environment was associated with higher proportions of CD4+ T cells that
express HLA-DR, CCR4 and CD45RO as well as with a higher PHA-induced production of IFN-γ and
IL-1β by mononuclear cells (Fig.5b). The OPLS-DA
loadings column plot in Fig.5b is based on parameters with
VIP values ≥ 0.9. A similar association pattern was observed when all allergicchildren were excluded from the analysis, which indicates that allergy per se is
not a confounding factor for these results (data not shown). When corresponding analyses including
all children were performed for FOXP3+CD25+ cells within the
CD4+ T cell population, similar multivariate association patterns were found as
shown in Fig.5 (data not shown). However,
non-farmers' children had significantly higher proportions of
FOXP3+CD25+ cells than farmers' children at
1 month of age (P = 0.03), but not at
any other time-point. Taken together, these results suggest that a farming environment is related to
lower proportions of FOXP3+CD25high putative Tregs within the
CD4+ T cell population in early infancy and also later in childhood.
Discussion
The relationship between the proportions of regulatory T cells early in life and development of
sensitization and/or allergic disease later in childhood has not yet been resolved. The present
birth cohort study demonstrates that children who were sensitized at 18 or 36 months of age
had a higher proportion of FOXP3+ CD25high T cells within the
CD4+ T cell population at birth and at 3 days of life than children who
remained non-sensitized. We also show that exposure to a dairy farm environment was associated with
lower proportions of FOXP3+CD25high T cells in early infancy. Thus, our
results demonstrate that a high proportion of FOXP3+CD25high T cells
within the CD4+ T cell population at birth and in early infancy do not prevent the
atopic march. On the contrary, a high proportion of FOXP3+CD25high T
cells this early in life may prevent activation and necessary maturation of the immune system,
thereby favouring faulty programming that may lead to sensitization in children.FOXP3+ Tregs are important for the maintenance of immunological tolerance as
children with mutations in FOXP3 develop autoimmunity, severe food allergy and
hyper-IgE levels in blood 4,28. Based on these findings, it has been suggested that FOXP3+ Tregs are
instrumental in the prevention of sensitization and allergic diseases 29. Interestingly, we here demonstrate for the first time that children who were
sensitized at 18 or 36 months of age had higher proportions of
FOXP3+CD25high T cells within the CD4+ T cell
population at birth and early infancy than non-sensitized children. These associations were also
true for the proportions of neonatal FOXP3+CD25+ T cells. These
results are in discordance with a recent study in which the fraction of
FOXP3+CD25+ T cells at birth was unrelated to sensitization at
both 1 and 2 years of age 16. One explanation for this
discrepancy may be that we have examined the proportions of
FOXP3+CD25high and FOXP3+CD25+
cells within the CD4+ T cell population, while McLoughlin et al. studied
the fraction of CD4+CD25+FOXP3+ within the
CD3+ T cell population, which includes both CD4+ and
CD8+ T cells. Another putative source of difference is that McLoughlin
et al. examined inner city children with a parental history of allergic disease or asthma,
whereas we investigated children from rural areas of whom only one-third had allergic parents.Contrary to sensitization, a clinical diagnosis of allergy did not show any significant
association with high proportions of either FOXP3+CD25high or
FOXP3+CD25+ T cells at birth. In accordance with this, others
have shown that the fraction of FOXP3+CD25+ cells within the
CD3+ or CD4+ T cell population, respectively, at birth did not
differ between children who developed eczema at either 1 or 2 years of age and children who
did not 16,17.
Further, the proportion of Tregs defined as CD25+CD127low/neg cells at
birth was unrelated to doctors' diagnosed egg allergy at 1 year of age 15. It should be noted that allergic sensitization at
18 months has been shown to be a predictor for wheeze, asthma and rhinitis, but not eczema,
at 5 years of age 3. Eczema was the dominating symptom
of allergicchildren in the present cohort, as often the case in young children. Thus, a relation
between high proportions of neonatal FOXP3+CD25high T cells and
allergic disease in children older than 3 years, when the prevalence of eczema is lower 30, should not be ruled out.Multivariate analysis also demonstrated that a clinical diagnosis of allergy at 36 months
was associated with higher proportions of FOXP3+CD25+ cells but
not with FOXP3+CD25high cells within the CD4+ T cell
population at both 18 and 36 months of age. These findings are in agreement with a previously
observed expansion of the circulating fraction of
CD4+CD25+FOXP3+ cells within the
CD3+ T cell population in children presenting with eczema at 2 years of age
compared with non-allergic controls 16. Thus, higher
proportions of FOXP3+CD25+, but not
FOXP3+CD25high, T cells within the CD4+ T cell
population just before or during established allergic disease suggest an expansion of activated
cells within the FOXP3+CD25+ T cell subset in response to the
allergic inflammation.In the present study, children in the farming group had a lower incidence of allergy, while there
was no significant effect of farming on sensitization. This is in accordance with previous studies
showing that farming is protective against sensitization but has a more dramatic protective effect
against clinical allergy 19. Given the small size of our
study, it is not surprising that a modest protective effect of farming on sensitization was not
evident. Nevertheless, although exposure to a farming environment had an allergy-protective effect,
this was not a confounding factor for the associations between higher proportions of
FOXP3+CD25high T cells at birth and early in infancy and subsequent
sensitization in the present study.To our knowledge, it is not known whether the post-natal T cell activation progress differs
between farmers' and non-farmers' children. Here, we demonstrate that farmers'
children had significantly lower proportions of FOXP3+CD25high cells
early in infancy as well as later in childhood compared with non-farmers' children, while the
proportions of FOXP3+CD25+ cells within the
CD4+ T cell population solely differed at 1 month of age. In contrast, it
was recently shown that farmers' children had significantly higher proportions of
CD4+CD25highCD127low/− cells within the total
lymphocyte population at 4.5 years of age than non-farmers' children 31. However, they also found that the proportions of
CD4+CD25+FOXP3+ cells within the total
lymphocyte population did not differ between these two groups of children at this age.
Interestingly, upon stimulation with PMA/ionomycin or LPS in vitro, they found that
the proportions of CD4+CD25+FOXP3+ cells, but
not CD4+CD25highCD127low/− cells, within the total
lymphocyte population increased significantly among farmers' compared with
non-farmers' children 31. In conclusion, their results
indicate that the CD25+ T cell subset may also include activated cells. This is in
line with our speculations that the FOXP3+CD25+ cell subset in
our study may include activated non-regulatory T cells.Here, we also found that a farming environment was related to a more pronounced T cell memory
conversion and cytokine production. Therefore, we hypothesize that a low proportion of neonatal
FOXP3+CD25high cells within the CD4+ T cell
population in farmers' children may permit a more efficient post-natal T cell activation
process, which could be an early sign of healthy immune maturation. However, a high proportion of
FOXP3+CD25high T cells and low T cell reactivity among children in a
non-faming milieu could, as discussed above, be a sign of reaction to faulty immune regulation and
immune immaturity.Of interest, newborn children from Austria and Australia, representing environments with low
microbial exposure, have significantly higher proportions of putative Tregs defined as
CD4+CD25high and
CD25+FOXP3+CD127low, respectively, than newborns from
Gabon and Papua New Guinea, representing high microbial exposure environments 32,33. As the differences were found already
at birth, these results suggest that prenatal exposure to environmental antigens may influence the
proportions of Tregs. However, a farming environment did not seem to affect the fetal fraction of
FOXP3+CD25high T cells, as no difference regarding the proportions of
these cells at birth was found between farmers' and non-farmers' children in our
study. To affect prenatal proportions of FOXP3+CD25high T cells,
environmental microbial load might have to reach a considerable magnitude, which may not occur at a
Swedish dairy farm.One limitation of the present study is the relatively low number of study subjects. However, the
small size of this study permitted a detailed prospective follow-up with immunological analyses and
careful diagnosis of sensitization and allergy by study physicians, and the study was still large
enough to generate statistically significant results. Another limitation is that CD127 was not
included in the flow cytometry panel as a complement to identify putative Tregs, as this marker was
not discovered when the present study was initiated 34.
Further, the regulatory capacity of the FOXP3+ putative Tregs could not be
examined as staining for this marker requires permeabilization, and isolated Tregs would thus not be
viable. All the flow cytometry analyses were performed before we obtained the data regarding
clinical status of the children or whether they lived on a dairy farm or not. A further strength of
this study is the use of multivariate factor analysis to find patterns and trends in the large data
set, before proceeding with univariate analyses of the X-variables that contributed most to the
respective models.Further studies are required to confirm that high proportions of putative Tregs at birth and
early in infancy precede sensitization and that high proportions of these cells early in life may
impede the post-natal T cell maturation process. The potential difference in the regulatory
capacity/activity of these cells during the first months of life also needs to be examined. It also
remains to be elucidated whether higher proportions of FOXP3+CD25high
cells within the CD4+ T cell population in cord blood are a consequence of the
environment in utero, genetic factors or a combination of both.
Authors: J Riedler; C Braun-Fahrländer; W Eder; M Schreuer; M Waser; S Maisch; D Carr; R Schierl; D Nowak; E von Mutius Journal: Lancet Date: 2001-10-06 Impact factor: 79.321
Authors: Charlotte Braun-Fahrländer; Josef Riedler; Udo Herz; Waltraud Eder; Marco Waser; Leticia Grize; Soyoun Maisch; David Carr; Florian Gerlach; Albrecht Bufe; Roger P Lauener; Rudolf Schierl; Harald Renz; Dennis Nowak; Erika von Mutius Journal: N Engl J Med Date: 2002-09-19 Impact factor: 91.245
Authors: Karin Jonsson; Malin Barman; Sara Moberg; Agneta Sjöberg; Hilde K Brekke; Bill Hesselmar; Susanne Johansen; Agnes E Wold; Ann-Sofie Sandberg Journal: Pediatr Res Date: 2015-09-21 Impact factor: 3.756
Authors: Judith Schwartzbaum; Michal Seweryn; Christopher Holloman; Randall Harris; Samuel K Handelman; Grzegorz A Rempala; Ruo-Pan Huang; Brett Burkholder; Adam Brandemihl; Henrik Kallberg; Tom Borge Johannesen; Anders Ahlbom; Maria Feychting; Tom K Grimsrud Journal: PLoS One Date: 2015-09-09 Impact factor: 3.240
Authors: Fiona M Collier; Mimi L K Tang; David Martino; Richard Saffery; John Carlin; Kim Jachno; Sarath Ranganathan; David Burgner; Katrina J Allen; Peter Vuillermin; Anne-Louise Ponsonby Journal: Clin Transl Immunology Date: 2015-03-27
Authors: Viktor Černý; Jiří Hrdý; Olga Novotná; Petra Petrásková; Kristýna Boráková; Libuše Kolářová; Ludmila Prokešová Journal: PLoS One Date: 2018-11-26 Impact factor: 3.240
Authors: Bill Hesselmar; Anna Hicke-Roberts; Anna-Carin Lundell; Ingegerd Adlerberth; Anna Rudin; Robert Saalman; Göran Wennergren; Agnes E Wold Journal: PLoS One Date: 2018-12-19 Impact factor: 3.240
Authors: Malin Barman; Fiona Murray; Angelina I Bernardi; Karin Broberg; Sven Bölte; Bill Hesselmar; Bo Jacobsson; Karin Jonsson; Maria Kippler; Hardis Rabe; Alastair B Ross; Fei Sjöberg; Nicklas Strömberg; Marie Vahter; Agnes E Wold; Ann-Sofie Sandberg; Anna Sandin Journal: BMJ Open Date: 2018-10-21 Impact factor: 2.692