1. Introduction
Allergic diseases driven by IgE-mediated type-I hypersensitivity have become a major global health challenge, with food allergy prevalence reaching 8–10% in children and 3–6% in adults in Westernized countries [
1,
2]. For egg allergy, it most commonly presents in infancy with a prevalence of about 2% in children and 0.1% in adults [
3].
Allergic sensitization is the first stage in developing an allergy. The critical step in allergic sensitization is the aberrant activation of naive CD4
+ T cells by professional antigen-presenting cells, particularly dendritic cells (DCs), resulting in Th2 polarization characterized by IL-4, IL-5, and IL-13 secretion, IgE class-switching, and subsequent binding to mast cells and basophils [
4,
5]. Naive T cell priming classically requires three signals: T cell receptor recognition of peptide–MHC-II complexes (signal 1), co-stimulation (primarily CD80/CD86–CD28) (signal 2), and polarizing cytokines that dictate lineage commitment (signal 3) [
6].
However, intercellular communication in immunity extends well beyond direct cell–cell contact and cytokines. Extracellular vesicles (EVs), a heterogeneous family of lipid-enclosed particles ranging from 30 to 1000 nm, are now established as important carriers of bioactive cargo, including proteins, lipids, mRNAs, miRNAs, and intact MHC–peptide complexes [
7,
8,
9]. Dendritic cells constitutively release EVs, and their biogenesis, cargo loading, and surface composition are profoundly modulated by maturation status and environmental stimuli, such as pathogen-associated molecular patterns (e.g., lipopolysaccharide, LPS) or allergens [
10,
11,
12]. Numerous murine and human studies have demonstrated that DC-derived EVs can transfer allergen or MHC–allergen complexes to T cells and promote Th2-skewed responses. For instance, EVs from DCs can carry major cat allergen Fel d 1 and induce allergic immune response [
1,
13]. These findings have led to the hypothesis that EVs may function as an autonomous “signal 3” or amplify classical priming pathways during allergic sensitization [
14].
Despite substantial progress, several methodological limitations have prevented definitive conclusions regarding the specific contribution of human DC-derived EVs to allergy. Most functional studies have relied on differential ultracentrifugation, which co-isolates soluble proteins, immune complexes, and lipoproteins that independently affect T cell responses [
15,
16]. Residual cytokines frequently co-purified with EVs can mask vesicle-specific effects. Many assays have employed total or memory CD4
+ T cells rather than rigorously purified naive populations, making it difficult to distinguish genuine sensitization from recall responses. Furthermore, prolonged DC culture in serum-containing media introduces substantial bovine EV contamination, breaking current MISEV guidelines [
7,
17]. Finally, direct comparative studies between healthy individuals and patients with confirmed allergy using cytokine-depleted, highly purified EVs remain scarce.
To address these challenges, the present study established a fully human, MISEV-compliant in vitro platform that incorporates optimized monocyte-derived DC differentiation with short-term (24 h) maturation in serum-free medium, EV isolation by size-exclusion chromatography with validated depletion of soluble cytokines, comprehensive multimodal EV characterization, and repeated exposure of stringently isolated naive CD4+ T cells from healthy donors and individuals with egg allergy, both with and without CD3/CD28 co-stimulation. This work aimed to determine whether highly purified human DC-derived EVs generated under resting, inflammatory (LPS), allergen (OVA), or combined conditions can activate and polarize naive CD4+ T cells, and whether their immunomodulatory effects differ between healthy and allergic individuals, thereby clarifying the role of EVs in the early events of human allergic sensitization.
3. Discussion
Allergic diseases are a growing global health burden, with rising prevalence and incomplete understanding of the mechanisms underlying allergic sensitization—the aberrant Th2-biased response to harmless antigens. In recent years, EVs have emerged as crucial mediators of intercellular communication and immune modulation, attracting significant interest for their potential roles in allergy pathogenesis and progression [
18,
19]. EVs are lipid bilayer-enclosed nanoparticles released by diverse cell types, including immune cells (e.g., dendritic cells, mast cells, and T cells), epithelial cells, and non-host sources such as pollen or microbes. They transport bioactive cargo—proteins, lipids, mRNAs, and miRNAs—enabling functional molecule transfer to recipient cells [
14,
20].
The present study establishes a rigorous, MISEV-compliant human in vitro platform to evaluate the immunomodulatory effects of dendritic cell-derived extracellular vesicles (DC-EVs) on naive CD4
+ T cells polarization in the context of egg allergy. Our findings indicate that DC-EVs isolated by size-exclusion chromatography (SEC) with cytokine depletion showed minimal impact on T cell viability, CD69 expression, or cytokine secretion in the absence of TCR signalling (both signal 1 and 2). This observation underscores the limitations of earlier studies using ultracentrifugation, which often co-isolates soluble factors capable of independently driving T cell responses [
21,
22]. In addition, the use of SEC-purified EVs aligns with recent reports emphasizing the need for contaminant-free preparations to accurately evaluate vesicle-specific functions [
23].
However, when the EVs are combined with signal 1 and 2 co-stimulation (i.e., CD3/CD28), EVs from LPS- and OVA + LPS-stimulated DCs promote activation and a shift toward type 2 immunity cytokine production, particularly IL-4, which is more pronounced in allergic donors. This allergen-specific type 2 immunity bias was accompanied by reduced IFN-γ (see
Supplementary Figure S5), suggesting a role for DC-EVs in amplifying Th2 polarization during sensitization.
These results significantly add to prior work on DC-EVs in allergy. For instance, Fang et al. showed that plasma EVs from allergic rhinitis patients exhibit antigen-presenting properties and drive Th2 differentiation [
24], while Molfetta et al. demonstrated that mast cell-derived EVs amplify allergic inflammation via immune complex transfer [
25]. In murine models, OVA-loaded mesenchymal stem cell EVs, in contrast, have shown immunosuppression and prevention of allergic sensitization and inflammation [
26,
27]. In addition, EVs contribute to allergen transport, antigen presentation, Th2 polarization, and inflammation amplification. Dendritic cell-derived EVs shuttle MHC-peptide complexes and co-stimulatory molecules, promoting type 2-skewed responses [
1,
13]. Epithelial- and mast cell-derived EVs facilitate barrier penetration and effector phase amplification, while pollen-derived “pollensomes” and indoor dust act as stable allergen carriers enhancing immunogenicity [
28,
29].
High-dimensional FlowSOM analysis further highlighted baseline differences in naive T cell subsets between healthy and allergic donors, with T cells from allergic donors showing subtle enrichment in low-activation clusters. OVA-EV exposure eliminated these differences, while LPS-EVs preserved donor-specific patterns. The enhanced IL-4 response to OVA-EVs in allergic donors suggests that DC-EVs may sustain Th2 memory in established allergies, contributing to persistence beyond infancy. This aligns with evidence that allergen-bearing EVs can facilitate remote antigen presentation, offering opportunities for EV-based diagnostics or therapies, such as targeted depletion during desensitization [
30,
31].
While this study provides valuable insights into the potential role of dendritic cell-derived extracellular vesicles (DC-EVs) in promoting Th2 polarization in egg allergy using a rigorous, MISEV-compliant in vitro platform, several limitations should be acknowledged. The study was conducted with a relatively small sample size, including only six healthy donors and five egg-allergic participants for the main functional assays, and even fewer (n = 4 per group) for the unsupervised clustering analyses, which reduces statistical power and may limit the generalizability of the observed donor-specific differences in T cell responses. The experiments relied on an artificial in vitro co-culture system using monocyte-derived DCs generated with GM-CSF and IL-4, along with stringently isolated naive CD4+ T cells. These monocyte-derived DCs may not fully reflect the phenotype or functional properties of naturally occurring human dendritic cell subsets, such as conventional DCs, potentially introducing biases in EV production and immunomodulatory effects. Ovalbumin was used as the model allergen, which, although well-characterized and convenient, does not represent a clinically relevant natural food allergen in terms of human exposure routes or molecular complexity. It lacks the post-translational modifications and contextual factors found in actual egg allergens, limiting the direct translational relevance to human egg allergy pathogenesis. Additionally, while EV morphology, size, and surface markers, such as tetraspanins, were thoroughly characterized, the study did not conduct an in-depth analysis of the internal cargo, including proteins, miRNAs, or lipids, which would be necessary to uncover the specific mechanistic drivers of type 2 immunity skewing. Intracellular cytokine production in T cells was assessed at a single time point (after approximately 36 h of cumulative exposure, including a final 12 h stimulation block). Given that different cytokines exhibit distinct production kinetics—some peaking early while others increase later—this fixed endpoint measurement may have missed transient or delayed cytokine responses, potentially underestimating dynamic shifts in T cell polarization. These limitations underscore the need for future studies with larger cohorts, more physiological models, comprehensive EV cargo profiling, and multiple time point cytokine assessments to further strengthen the evidence supporting the role of DC-EVs in allergic sensitization.
In summary, our data demonstrate that purified DC-EVs can serve as effective signal 3 modulators in naive T cell priming, with OVA + LPS-matured EVs preferentially inducing IL-4 in the context of egg allergy. These findings also provide a foundation for exploring EVs as biomarkers or intervention targets in allergic sensitization. Future studies should incorporate longitudinal donor sampling and the multi-omics of EV cargo to further delineate mechanisms.
4. Materials and Methods
4.1. PBMC Isolation
Whole blood (50 mL) was collected from healthy and egg-allergic human volunteers into EDTA-coated tubes (approved by the NHS Health Research Authority Research Ethics Committee (Ref 21/SC/0183)). Egg-allergic patients were identified using NHS records of GP notes stating adverse reactions to egg with positive allergy testing results (using either RAST or Skin Prick Testing). The blood was diluted 1:1 (v/v) with phosphate-buffered saline (PBS) supplemented with 2% fetal bovine serum (FBS) (Merck, Feltham, UK). SepMateTM tubes (StemCell Technologies, Cambridge, UK) were pre-filled with 15 mL Histopaque-1077 (Merck, Feltham, UK), and the diluted blood was carefully layered atop the density gradient. Tubes were centrifuged at 1200 g for 10 min at room temperature with the brake engaged. The peripheral blood mononuclear cell (PBMC)-containing buffy coat layer was aspirated and transferred to a new 50 mL conical tube, then diluted to 50 mL with PBS + 2% FBS. Cells were pelleted by centrifugation at 400 g for 8 min at room temperature, and the supernatant was discarded. This washing step was repeated once more to remove residual Histopaque and cellular debris. Isolated PBMCs were resuspended in complete RPMI 1640 medium (supplemented with 10% FBS, 1% penicillin-streptomycin, and 2 mM L-glutamine) (Merck, Feltham, UK).
4.2. DC Generation and Culture
CD14+ monocytes were isolated from PBMCs using magnetic bead-based positive selection (Miltenyi Biotec, Bergisch Gladbach, Germany) according to the manufacturer’s protocol. Isolated monocytes were resuspended at 1 × 106 cells/mL in RPMI 1640 medium supplemented with 10% FBS, 1% penicillin-streptomycin, and 2 mM L-glutamine, and plated in 48-well flat-bottom tissue culture-treated plates (Corning, Corning, NY, USA). For differentiation into immature DCs (iDCs), 50 ng/mL recombinant human GM-CSF and 20 ng/mL recombinant human IL-4 (both from R&D Systems, Minneapolis, MN, USA) were added. Cultures were maintained at 37 °C in a humidified 5% CO2 incubator for 5 days, with 50% media and cytokine replenishment on day 3. On day 5, non-adherent and loosely adherent cells were gently harvested, and the medium was replaced with serum-free X-VIVO 15 (Lonza, Walkersville, MD, USA). iDCs were then stimulated with 100 ng/mL LPS (from Escherichia coli O111:B4; Sigma-Aldrich, St. Louis, MO, USA) and/or 10 µg/mL ovalbumin (OVA; Grade V, Sigma-Aldrich) for 24 h to induce maturation into mature DCs (mDCs). Both LPS and OVA was added to media-only samples and stained with calcein-AM to ensure there was no EV contamination. Maturation status was confirmed by flow cytometric analysis of surface markers (e.g., CD80, CD83, CD86, and HLA-DR). The cells were removed from the cell culture and centrifuged with 1 mL of phosphate buffer albumin (PBA) at 300 g for 5 min; the supernatant was kept for use in EV isolation and the pellet was re-suspending by gentle tapping. Antibodies were then added to the FACS tubes per the manufacturer’s instructions and incubated at 4 °C for 30 min. After incubation, 2 mL of PBA was added and washed at 300 g for 5 min. Supernatants were discarded and 300 µL of fixation buffer was added. The samples were analyzed on a SONY ID7000 flow cytometer.
4.3. Naive T Cell Isolation
Naive CD4+ T cells were isolated from matched donor whole blood via negative magnetic selection using the Naive CD4+ T Cell Isolation Kit II (Miltenyi Biotec, Bergisch Gladbach, Germany), following the manufacturer’s instructions. PBMCs were first isolated as described above. Isolated PBMCs were resuspended in MACS buffer (PBS containing 2 mM EDTA and 0.5% BSA) at 1 × 107 cells/mL. Naive CD4+ Biotin-Antibody Cocktail II (10 µL per 107 cells) was added, and the mixture was incubated at 4 °C for 5 min. Subsequently, MACS buffer (30 µL per 107 cells) and Naive CD4+ MicroBeads II (20 µL per 107 cells) were added, followed by incubation at 4 °C for 10 min. Labelled cells were loaded onto a pre-equilibrated LS MACS column in the magnetic field (Miltenyi Biotec, Bergisch Gladbach, Germany). Unlabelled naive CD4+ T cells in the flow-through were collected, while the column was washed thrice with 3 mL MACS buffer. The eluted fraction was centrifuged at 300 g for 5 min at 4 °C, and the cell pellet was resuspended in serum-free AIM-V medium (Thermo Fisher Scientific, Waltham, MA, USA) at 1 × 106 cells/mL. Naive T cells (2 × 105 cells in 200 µL) were aliquoted into 96-well U-bottom tissue culture plates (Corning) for downstream assays. Purity was verified by flow cytometry (>95% CD3+CD4+CD45RA+CCR7+). Extracellular markers were stained by the previously described method.
4.4. EV Isolation with Size-Exclusion Chromatography
Following 24 h stimulation with LPS and OVA, DC culture supernatants were harvested and centrifuged at 300 g for 8 min at 4 °C to remove cells. Clarified supernatants were subjected to size-exclusion chromatography (SEC) using qEVoriginal/35 nm columns (IZON Science, Oxford, UK) equilibrated with sterile-filtered PBS (0.22 µm pore size). Columns were pre-washed with 2 mL PBS, excess buffer was removed, and 1 mL of supernatant was loaded per column. As the sample entered the resin bed, an additional 1 mL of PBS was added to initiate elusion. Nine EV-enriched fractions (corresponding to elution volumes 1.5–4.5 mL 500 µL each) were collected based on the manufacturer’s guidelines. Fractions were pooled and concentrated using Amicon Ultra-0.5 10 kDa centrifugal filter units (Merck Millipore, Burlington, MA, USA). Pooled eluates (up to 500 µL 9 fractions for cytokine experiment and 7 fractions for DC-T cell assay) were loaded into filters and centrifuged at 4000 g for 10 min at 4 °C. Retentates containing concentrated EVs were recovered from the upper chamber and resuspended in 100–200 µL PBS. The EVs were used immediately for the 1st dose of EVs, and for subsequent use, were stored in −20 °C for 24 h until the next dose.
4.5. TEM and Confocal Microscopy
To confirm the presence of DC-generated EVs, samples were stained with either calcein-AM or the lipid dye 1,1′-dioctadecyl-3,3,3′,3′-tetramethylindodicarbocyanine, 4-chlorobenzenesulfonate salt (DID). Calcein-AM was prepared according to the manufacturer’s instructions. Briefly, 50 µL of DMSO was added to 50 µg of calcein-AM, resulting in 500 µg/mL, and was vortexed until calcein-AM was fully dissolved. Cells were removed from the samples by centrifugation, and EVs were isolated utilizing size-exclusion columns collecting particles from 35 nm to 350 nm size. EVs were then fixed in 3% glutaraldehyde solution in cacodylate buffer for 30 min. A total of 10 ul of the sample was added to poly-L-Lysine-treated carbon film slot grids (EM resolutions) and left to settle for 15 min. Samples were then washed twice with ddH20 and stained with 1% uranyl acetate for 5 min; excess was removed using blotting paper. TEM was carried out using a Tecnai Biotwin-12 with an accelerating voltage of 100 kV. In TEM, EVs appeared to be cup-shaped and collapsed due to being dried during the preparation of the sample for TEM. Differentiating EVs from other particles was performed by looking for curved, darker inner circles suggesting that there was a membrane present before it was dried.
4.6. Super-Resolution Microscopy
DCs were cultured as above, and stimulated with 100 ng/mL LPS to produce EVs. The EVs were isolated using SEC and concentrated utilizing 10 kDa Amicron concentration columns. To stain EVs for the ONI nanoimager, the ONI EV Profiler 2 kit was used with anti-CD9 AF488, anti-CD63 AF568, and anti-CD81 AF647; these antibodies were diluted in 1:100 in staining buffer. A total of 10 µL of EV solution was mixed with the antibody mixture for 50 min at room temperature with gentle rocking. The excess antibodies were washed by centrifugation. A total of 20 µL of fixation buffer was used to stabilize the labelled EVs for 5 min and they were washed again. It was necessary to prepare an ONI assay chip by applying 1 s of surface reagent to each lane, incubating for 15 min with rocking, and then washing with wash buffer. Then, 10 µL of capture reagent was applied for 15 min. Furthermore, 10 µL of stained EVs was added to the chip and incubated for 75 min, followed by washing unbound EVs with wash buffer, and applying 20 µL of fixation buffer for 10 min. The chip was then ran on an ONI nanoimager S for analysis. The data was analyzed using the company’s software CODI Version 0.19.5.
4.7. Enzyme-Linked Immunosorbent Assay
After SEC had been performed, each of the fractions (1 to 7) were collected and used in an ELISA to evaluate the effectiveness of the SEC-clearing capabilities of cytokines from EV solutions. The 96-well plates were coated with IL-6 and IL-8 capture antibodies by adding 100 µL of coating solution in each well, ensuring that the solution covers the bottom of each well evenly. The plate was then incubated overnight at 4 °C to allow the capture antibodies to adsorb on the bottom of the wells. After incubation, the coating solution was discarded, and the wells were washed with PBS + 0.05%Tween20. To prevent non-specific binding of proteins to the plate, the plates were blocked with blocking buffer for 1 h. After the blocking of the plate, the blocking buffer was removed, and the wells were washed with PBS + 0.05%Tween20. The sample was then added to the wells and incubated for 2 h at room temperature to allow the cytokines to bind to the capture antibodies. The wells were then washed with PBS + 0.05%Tween20 to remove unbound substances and minimize background noise. Horseradish peroxidase (HRP) Streptavidin was added to the wells and incubated for 1 h at room temperature. The wells were washed again. 3,3′,5,5′ tetramethylbenzidine (TMB) was added to the wells to initiate a reaction with HRP and the sample was allowed to incubate for 20 min in the dark at room temperature. The stop solution (Sulfuric acid) was added to cease the reactions between HRP and TMB. The plate was then inserted into a microplate reader to measure the absorbance at 450 nm and 570 nm. The results from the standards were then plotted in a standard curve. Utilizing the standard curve, it was possible to calculate the concentrations of IL-6 and IL-8 in the solution.
4.8. DC-T Cell Assay
Isolated DC-derived EVs were added to naive CD4+ T cell cultures (2 × 105 cells/well in 200 µL AIM-V medium), with EV replenishment every 24 h for up to 3 days. For co-stimulation assays, 96-well U-bottom plates were pre-coated for 1 h at 4 °C with 2 µg/mL anti-human CD3 (clone OKT3; BioLegend, San Diego, CA, USA) in PBS and were washed twice with PBS. Anti-human CD28 (2 µg/mL; clone CD28.2; BioLegend, San Diego, CA, USA) was added directly to wells. Cultures were incubated at 37 °C in a humidified 5% CO2 incubator for 72 h total. After 30 h of stimulation, protein transport inhibitor cocktail (GolgiPlug; BD Biosciences, Franklin Lakes, NJ, USA; 1 µL/mL) was added, and cells were incubated for an additional 12 h. Harvested cells were washed once with PBA (PBS containing 0.1% BSA and 0.09% sodium azide) by centrifugation at 300 g for 10 min at 4 °C. For extracellular staining, cells were resuspended in 100 µL PBA containing fluorochrome-conjugated antibodies against CD3, CD4, CD45RA, CD27, CD28, CCR7, and CD69 (all from BioLegend, San Diego, CA, USA) by adding 2 µL of each antibody and were incubated at 4 °C for 30 min in the dark. Cells were washed twice with PBA (300 g, 5 min) and fixed in 500 µL fixation buffer (BD Biosciences, Franklin Lakes, NJ, USA) for 30 min at 4 °C. For intracellular staining, fixed cells were washed with 2 mL 1× Perm/wash buffer (BD Biosciences, Franklin Lakes, NJ, USA; 500 g, 5 min) and were resuspended in 100 µL of Perm/wash buffer containing antibodies against IL-2, IL-4, IFN-γ, and TNF-α (all from BioLegend, San Diego, CA, USA) by adding 2.5 µL of each antibody. Samples were incubated at room temperature for 30 min in the dark, washed twice with PBA (500 g, 5 min), and resuspended in 300 µL of fresh fixation buffer for storage at 4 °C until acquisition. Stained samples were acquired on a Sony ID7000 spectral flow cytometer (Sony Biotechnology, Tokyo, Japan) using 405 nm, 488 nm, 561 nm, and 638 nm lasers, collecting data for 2 min per sample at a flow rate of ~1000 events/s. Spectral unmixing and compensation were performed with Sony software (v2.0.4), followed by manual gating in Kaluza Version 2.1 and FlowJo software Version 10.10.
4.9. Supervised Flow Cytometry Analysis
Acquired spectral flow cytometry data were analyzed using Kaluza Analysis software (v2.1; Beckman Coulter, Brea, CA, USA). A manual hierarchical gating strategy was applied: the initial selection of viable singlets (forward/side scatter area vs. height, followed by live/dead amine-reactive dye exclusion), then CD3+CD4+ lymphocytes, and further subsetting to naive T cells (CD45RA+CCR7+). Expression of activation (CD69), costimulatory (CD27, CD28), and chemokine receptor (CCR7) markers, along with intracellular cytokines (IL-2, IL-4, IFN-γ, TNF-α), was quantified as a percentage positive within the naive CD4+ gate. Gating was performed on fluorescence-minus-one controls for compensation and isotype controls for positivity thresholds. Aggregated data were imported into GraphPad Prism (v10.1.1; GraphPad Software, San Diego, CA, USA) for visualization. Statistical significance was assessed using two-way ANOVA with Sidak’s post hoc correction for donor group comparisons (healthy vs. allergic; α = 0.05), and one-way ANOVA with the Brown–Forsythe correction for condition effects within groups (unstimulated vs. EV-stimulated; α = 0.05). Differences were deemed significant at p < 0.05.
4.10. Unsupervised Flow Cytometry Analysis
Flow cytometry data were additionally processed in FlowJo v10.8.1 (BD Biosciences, Franklin Lakes, NJ, USA) for unsupervised clustering. Following import, samples underwent manual hierarchical gating to select viable CD3+CD4+ naive T cells (CD45RA+CCR7+). The ‘Downsample’ plugin was applied to standardize each sample to 10,000 events, minimizing batch effects. Samples were concatenated by experimental condition (e.g., donor group or EV stimulation type) to generate combined files. The optimal cluster number was estimated using the ‘Phenograph’ plugin. This value was input into the FlowSOM plugin to delineate self-organizing map clusters. Resultant clusters were visualized via tSNE. ‘Cluster Explorer’ was employed to generate annotated t-SNE plots (colour-coded by marker expression or population frequency) and quantify event distributions per cluster.
4.11. Statistical Analysis
Statistical analyses were performed using GraphPad Prism version 10.1.1 (GraphPad Software, San Diego, CA, USA). Data are presented as individual data points with median and interquartile range or as mean ± SEM where indicated. Normality was assessed using the Shapiro–Wilk test. For comparisons between healthy and allergic donor groups across multiple conditions, two-way repeated-measures ANOVA was used, followed by Šídák’s multiple comparisons test. Differences between stimulation conditions within the same donor group were evaluated by one-way repeated-measures ANOVA with the Brown–Forsythe correction or Friedman test, followed by Dunn’s multiple comparisons test where appropriate. Differences were considered statistically significant at p < 0.05. For statistical comparisons of the unsupervised clustering analysis, the percentage of naive T cells per cluster was calculated for each donor. Data were exported to GraphPad Prism and analyzed using multiple Mann–Whitney U tests (unpaired, two-tailed) with false discovery rate (FDR) correction at 5% via the two-stage step-up (Benjamini, Krieger, and Yekutieli) method for healthy vs. allergic donor differences. Condition-specific effects within allergic donors were evaluated by multiple Wilcoxon matched-pairs signed-rank tests with the same FDR correction (α = 0.05).
The overall assay workflow is illustrated in
Figure 7.