Abstract
Allergic disorders are markedly increasing in industrialized countries. The identification of compounds that trigger the immunoglobulin E-dependent allergic reaction remains the key to limit patients’ exposure to critical allergens and improve their quality of life. Here we use synthetic biology principles to design a mammalian cell-based allergy profiler that scores the allergen-triggered release of histamine from whole-blood-derived human basophils. A synthetic signalling cascade engineered within the allergy profiler rewires histamine input to the production of reporter protein, thereby integrating histamine levels in whole-blood samples with remarkable sensitivity and a wide dynamic range, allowing for rapid results or long-term storage of output, respectively. This approach provides non-intrusive allergy profiles for the personalized medicine era.
The advancement of sensitive, accurate and non-invasive methods to identify the allergen that drives allergic disease in an individual remains a challenge. Here, the authors develop a synthetic biology approach using human designer cells to profile allergic reactions against an array of allergens measuring histamine release from whole blood.
Synthetic biology, the emerging life science that uses engineering principles to assemble standardized biological parts in a systematic, rational and predictable manner to program novel cellular behaviour1,2, has significantly advanced the design of synthetic gene networks and signalling cascades that provide new treatment strategies for high-prevalence medical conditions3,4. For example, designer circuits are leading the way for next-generation anti-infectives5,6, cancer kill switches are being used to monitor, score and eliminate neoplastic cells7,8 and prosthetic networks have been successfully validated for the treatment of metabolic disorders, such as gouty arthritis9 and obesity10 in animal models. With the advent of personalized medicine, diagnostic technologies are currently being revisited as a central strategy to discover, prevent and improve treatment of a variety of medical conditions.
Allergies, such as hay fever, food allergies, eczema or allergic asthma, represent a major health burden in industrialized countries. Excessive activation of mast cells and basophil granulocytes upon exposure to allergen-bound immunoglobulin E (IgE) results in intracellular Ca2+-dependent signal transduction that triggers the release of vast levels of histamine from their granules. Histamine mediates allergic symptoms by binding and activating a family of G protein-coupled receptors, histamine receptors H1–4 (HRH1–4), which are differentially expressed by cells of various tissues, including immune, smooth muscle and endothelial cells11. Because the responsible allergy trigger often remains elusive, diagnostic allergy tests based on diverse in vivo and in vitro methods are crucial to prevent allergen exposure and to design specific therapeutic interventions12. The frequently used skin prick test is reproducible when performed by trained health professionals but requires direct contact between the allergen and the patient, which results in discomfort and the potential risk of anaphylaxis in certain patient groups13,14. In contrast, the in vitro quantification of specific, free IgE antibodies in human blood allows for the simultaneous screening of a multitude of allergens; however, the presence of IgE antibodies does not necessarily correlate with clinical symptoms12,15. Also, much effort has been made to mimic the allergic reaction in a test tube using whole blood followed by measurement of allergen-induced effector cell activation by quantification of specific surface-displayed proteins or mediator release16,17. For example, the basophil activation test utilizes cell-surface expression of CD63 as a marker for basophil activation quantified by flow cytometry18. The histamine release test simulates mediator release including histamine, which can be subsequently detected in the serum15,19. Current histamine-quantification assays include chromatography, fluorescence and immunoassay methods, which require large sample volumes and show a narrow dynamic range17. Also, to reach the high level of sensitivity needed for diagnostic purposes, most histamine-quantification technologies require partial enrichment of leukocytes or chemical derivatization of histamine, which involves time-consuming, multi-step sample preparations and sophisticated equipment20,21.
Here, we report on a synthetic biology-inspired designer cell-based approach for the precise profiling of allergies in human whole-blood samples. Exposure of human blood to an array of allergens triggers an allergen-specific release of histamine by immune effector cells, such as basophil granulocytes circulating in the donor’s blood, thereby replicating the patient-specific allergic reaction in the body. The histamine levels are precisely scored by mammalian designer cells engineered with a synthetic signalling cascade rewiring histamine input to production of reporter proteins. This cell-based allergy profiler pioneers the use of synthetic biology principles for next-generation diagnostics.
Results
The histamine sensor device (HSD) consists of a synthetic histamine-responsive signalling cascade in which the G protein-coupled receptor HRH2 senses extracellular histamine levels (Fig. 1a) and triggers Gs-protein-mediated activation of adenylate cyclase, which in turn converts ATP to cyclic AMP (cAMP). This second messenger molecule binds regulatory subunits of protein kinase A, whose catalytic subunits translocate into the nucleus where they phosphorylate the cAMP-responsive binding protein 1, which binds and activates synthetic PCRE promoters driving reporter gene expression (Fig. 1a). Rewiring of HRH2 to reporter gene expression provides a precise quantitative readout for extracellular histamine levels encountered by the designer cells. As a first step, we screened for best-performing components, including different potential target promoters (Supplementary Fig. 1a), various HRH2-driving constitutive promoters (Supplementary Fig. 1b) and a set of parental cell lines (Supplementary Fig. 1c). Experiments involving the co-transfection of the constitutive HRH2 expression vector pCK120 (PhEF1α-HRH2-pA) with a PCRE-driven SEAP (secreted alkaline phosphatase) expression construct pCK53 (PCRE-SEAP-pA) into HEK-293 cells showed the best overall performance (Supplementary Fig. 1a–c). pCK120/pCK53-co-transfected HEK-293 cells (HSDSEAP) were highly sensitive to histamine and dose dependently controlled reporter gene expression over a wide histamine concentration range (1–100 nM), covering even the lower physiological histamine levels in the human blood (Supplementary Fig. 1d)22. The high histamine sensitivity of the HSD was also confirmed by real-time monitoring of the histamine-responsive production of the intracellular fluorescent reporter gene Citrine (pDA134, PCRE-Citrine-pA) in pCK120/pDA134-co-transfected HEK-293 cell populations (HSDCitrine) (Fig. 1b).
To evaluate whether the stable chromosomal integration of the HSD components into HEK-293 cells would further improve sensitivity and switching performance, we selected stable HSDSEAP (poly)clonal cell populations and profiled reporter gene expression after induction with 100 nM histamine (Supplementary Fig. 2a–c). The monoclonal cell population HSDSEAP32 (HSD SEAP clone 32) was the best-performing transgenic histamine-responsive cell line because it combined a very high SEAP induction factor (65-fold), superior absolute SEAP levels and an improved dynamic histamine-sensitivity range (1–10,000 nM) (Fig. 1c; Supplementary Fig. 2d). A basic set of control experiments confirmed that, HEK-293 devoid of the HRH2 sensor module were insensitive to histamine (Fig. 1d), the metabolic integrity and viability of the cells as scored by constitutive SEAP expression were not impacted over the entire histamine concentration range (Fig. 1d) and histamine triggered an intracellular cAMP surge in double-transgenic HSDSEAP32 cells (Fig. 1e). In-depth characterization of the SEAP expression kinetics of HSDSEAP32 cells, cultivated for extended periods of time in medium containing specific histamine concentrations encompassing the physiological range, revealed extraordinarily low leakiness and a robust induction of the reporter gene over 3 days (Fig. 1f). Importantly, different induction pulse durations at physiological histamine concentrations in HSDSEAP32 cells revealed that high histamine levels rapidly activated transgene expression, whereas lower levels required a longer induction pulse period to reach significant SEAP secretion (Fig. 1g). Furthermore, cimetidine, an HRH2 antagonist, significantly reduced the reporter gene expression in HSDSEAP32 cells induced with 100 nM histamine, whereas cetirizine, a clinically licensed anti-allergy drug that acts as an HRH1 antagonist, did not impact the histamine-dependent SEAP expression profile of HSDSEAP32 cells (Fig. 1h)23.
The allergy profiler is based on the crosslinking of membrane-bound high-affinity IgE receptors (FcεRI) via specific IgE–antigen complexes on immune effector cells, such as basophil granulocytes or mast cells, inducing a protein tyrosine kinase- and calcium (Ca2+)-dependent signal transduction cascade, which results in the release of a series of mediators, including histamine (Fig. 2a). We hypothesized that the exposure of human serum to HSD-engineered cells would mimic patient-specific in vivo allergic conditions and would lead to the corresponding production of the reporter gene in a manner that is precisely correlated to the basophil-derived histamine levels (Fig. 2a). As a preliminary step, we determined that a concentration of 12.5% (v/v) of human serum in cell culture medium provided the optimal dilution, as no effect on reporter gene expression was observed when exposing HSDSEAP32 to 100 nM histamine for 24 h (Supplementary Fig. 3). Anti-IgE antibodies have been shown to efficiently crosslink IgE antibodies bound to FcεRI subsequently triggering histamine release from basophils (Fig. 2a)24. Therefore, we incubated increasing concentrations of a polyclonal anti-IgE antibody with heparinized human whole blood and exposed the resulting human serum for 24 h to HSDSEAP32 designer cells or to HEK-293 cells transiently transfected with control reporter plasmids (pcDNA3.1/pCK53) (Fig. 2b). We observed that increasing anti-IgE antibody concentrations induced basophil histamine release and, as a result, also induced a robust and gradual reporter gene expression response in the HSDSEAP32 cells, whereas no SEAP induction was observed when cells were incubated with the degranulation buffer alone (spontaneous release) (Fig. 2b). In contrast, no induction of SEAP activity was detected in transiently transfected control cells lacking the HRH2 sensor module, indicating that the reporter gene induction was specific to histamine and not to other potential mediator molecules present in human serum (Fig. 2b). Further, the HSDSEAP32 cell responses were dependent on the degranulation of effector cells: the inhibition of crucial protein tyrosine kinases in the intracellular signalling pathway of basophils by dasatinib, a multi-targeted tyrosine kinase inhibitor, abolished anti-IgE antibody-mediated reporter gene expression (Fig. 2c)25. As expected, the IgE-independent degranulation of basophils following N-formylmethionyl-leucyl-phenylalanine (fMLF) stimulation strongly induced SEAP expression of HSDSEAP32 cells as well (Fig. 2d)26. Finally, we profiled anti-IgE antibody- and fMLF-induced basophil degranulation of whole-blood samples taken from the same donor at different time points, which showed that HSDSEAP32 cells produced consistent values, considering that allergy profiles may slightly vary over time17. This validates the robustness and reliability of the HSD (Supplementary Fig. 4).
To examine whether HSDSEAP32 cells possess the ability to convert allergen-triggered basophil-derived histamine from human whole blood into a quantitative reporter gene expression response, we used blood from a donor with a clinical history of allergy against hazel pollen and exposed it to different concentrations of crude allergen extracts of hazel and Bermuda grass pollens. We found that the response of the allergy profiler directly correlated with the histamine levels derived from hazel pollen-mediated degranulated basophils, and that the signal was converted to an allergen-specific SEAP response profile (Fig. 2e). Importantly, HSDSEAP32 cells showed no activation when the diluted blood was amended with Bermuda grass pollen, thereby confirming the absence of an allergic reaction (Fig. 2e). Similarly, a donor with a known mite allergy was chosen to determine whether HSDCitrine-engineered cell populations could facilitate the real-time detection of histamine-induced gene expression derived from human basophils with an allergic response when exposed to different concentrations of a crude allergen extract of mites. Importantly, histamine from spontaneous release and the allergen at the lowest concentration showed the same fluorescence profile, whereas all of the other tested concentrations triggered a gradual cellular fluorescence response, which was detectable 3 h after histamine-containing human serum was added to the engineered cell population (Fig. 2f).
Finally, we established a low-volume version of the allergy profiler, which was performed in 96-well plates, and applied it to whole-blood samples from four different human donors, including three allergic and one non-allergic subject. We expanded the allergen set to seven common allergens and profiled the potential allergic reactions using HSDSEAP32 cells. Importantly, our experimental design included relevant quality controls, such as spontaneously released histamine as a baseline control, anti-IgE antibody at three different concentrations and fMLF as a non-IgE-mediated positive control to provide information on donor-specific basophil sensitivity27,28. To acquire the maximum amount of information regarding potential allergic reactions, we used allergens at concentrations encompassing five orders of magnitude, that is, from 100 pg ml−1 to 1 μg ml−1. The data were illustrated using a heat map, which provides a simple but detailed personalized allergy profile (Fig. 3a). In all allergy profiles, controls activated the designer cells as expected: spontaneous release produced baseline responses in HSDSEAP32 cells, whereas both anti-IgE antibody- and fMLF-mediated basophil degranulation triggered robust levels of reporter gene expression (Fig. 3a). Furthermore, the results of the allergy profiler revealed that two of three allergic donors exhibited a strong allergic reaction to three types of pollens, and one of them also showed a strong response to grass pollens. A specific allergy against mites was detected in one subject, whereas the non-allergic blood donor did not exhibit any allergen-dependent designer cell response (Fig. 3a). Most importantly, the scores of the allergy profiler correlated with the results of the skin prick test that is the current gold standard for allergy testing (Fig. 3b). We observed low intra-assay variability (Supplementary Fig. 5) and high reproducibility of the allergy profile of donors B and C when profiling the same histamine release samples after two freeze–thaw cycles with another batch of HSDSEAP32 cells (Supplementary Fig. 6). Also, HSDCitrine-engineered cells exposed to serum samples of donor B enabled real-time monitoring of Citrine production of the allergy profiler and provided allergy scores matching those achieved with HSDSEAP32 cells (Fig. 4).
Discussion
With the advent of synthetic biology there has been significant progress in the engineering of mammalian cells for biomedical applications1,3,4,29. Here, we describe the construction, characterization and validation of designer cells that sense the levels of the allergy mediator histamine in whole-blood samples and produce a corresponding cellular response that provides a robust and reliable diagnostic allergy profile. The allergy profiler represents a novel cell-based detection method for histamine originating from biological samples and combines extraordinary sensitivity (2–4 nM), a wide dynamic range (1–10,000 nM) and the flexibility to use different reporter genes with improved kinetics (rapid real-time detection of intracellular fluorescent proteins) or storage capacity (long-term storage of SEAP-containing supernatants). The allergy scores provided by the allergy profiler qualitatively correlate with the results of the skin prick test. However, since the allergy profiler scores histamine levels in an all-in vitro format without exposing the subject directly to potential allergens, such as the skin prick test, it could be used to diagnose allergies in infants and patients with skin disorder. Also, unlike the skin prick test, which semi-quantitatively scores the response to a single concentration of a specific allergen, the allergy profiler provides increased accuracy by recording the allergic response to an allergen concentration range of five orders of magnitude. Besides the skin prick test, there are a variety of diagnostic allergy tests that use antibody-based detection of basophil mediators. However, diagnostic antibodies are produced in classic biopharmaceutical production and downstream processing scenarios, which are expensive and prone to batch-to-batch variations. Most importantly, antibody-based detection of small molecules remains challenging and often requires modification of the target compound. Therefore, for most state-of-the-art diagnostic assays, histamine needs to be derivatized to achieve sensitivity in the clinical range, which is based on error-prone and time-consuming sample preparation procedures. In contrast, receptor-based detection of small-molecule compounds by designer cells takes advantage of the highly sensitive interaction of natural histamine with its receptor while producing the HSD in situ. Therefore, standardized designer cells provide a robust, reliable and highly sensitive one-step histamine-detection procedure.
Capitalizing on its compatibility with a 96-well culture format, the allergy profiler is amenable to automated high-throughput liquid handling platforms to routinely provide highly detailed personalized allergy profiles for a larger population. Since HSDSEAP32 cells were also sensitive to clinically licensed HRH2 antagonist cimetidine and were able to monitor the inhibition of degranulation using the kinase inhibitor dasatinib, the allergy profiler may also be used as a cell-based screening assay for the discovery of anti-inflammatory and anti-allergic drugs. Cell-based assays have been shown to provide not only reliable drug–target interactions but also corresponding information on cytotoxicity and bioavailability5,30,31.
Since the key factors of the pharmaceutical industry have declared personalized medicine—the interplay between diagnostics and therapeutic interventions—the treatment concept of the future diagnostics have come into the limelight as a powerful technology to detect and prevent high-prevalence medical conditions32. In the not-too-distant future, designer cells engineered with an array of human sensor components and programmed to interface with disease-effector molecules will provide novel standardized diagnostic opportunities for the detection, quantification and prevention of human diseases such as allergies, thereby paving the way for a new wave of synthetic biology-inspired ‘real-world’ applications33.
Methods
Plasmid construction
Cell culture
Chinese hamster ovary cells (CHO-K1, ATCC: CCL-61) were cultivated in ChoMaster HTS (Cell Culture Technologies, Gravesano, Switzerland) supplemented with 5% (v/v) fetal calf serum (FCS; BioConcept, Allschwil, Switzerland; lot no. PE01026P) and a 1% (v/v) penicillin/streptomycin solution (Sigma-Aldrich, Munich, Germany). Human embryonic kidney cells (HEK-293, ATCC: CRL-11268), human cervical carcinoma cells (HeLa, ATCC: CCL-2) and baby hamster kidney cells (BHK-21, ATCC: CCL10) were cultured in Dulbecco’s modified Eagle’s medium (DMEM, Life Technologies, Carlsbad, CA, USA) supplemented with 10% FCS and a 1% penicillin/streptomycin solution. All of the cells were cultured at 37 °C in a humidified atmosphere containing 5% CO2. Cell numbers and viability were quantified using an electric field multi-channel cell-counting device (CASY Cell Counter and Analyzer Model TT; Roche Diagnostics GmbH, Basel, Switzerland). For transfection, a solution containing 0.15–0.25 μg of plasmid DNA (SEAP output: 125 ng of pCK120/25 ng of pCK5; Citrine output: 50 ng of pCK120/200 ng of pDA134) and 2 μl PEI (1 mg ml−1) was incubated in 0.05–0.1 ml of FCS-free DMEM for 30 min at 22 °C before being added dropwise to 2.5 × 104–5 × 104 cells seeded per well of a 96-well or 48-well plate 16 h before transfection. Unless stated otherwise, the transfection medium was replaced by standard cultivation medium after 7 h. After an additional 16 h, the cells were induced by adding standard cultivation medium supplemented with the indicated amounts of chemical inducers, including histamine dihydrochloride (cat. no. H7250, Sigma), cetirizine (cat. no. C3618, Sigma) or cimetidine (cat. no. C4522, Sigma). The transgene expression was then profiled after 24 h.
Design of transgenic cell lines
To develop the transgenic cell lines, HEK-293 cells were co-transfected with pCK120 (1.5 μg)/pCK53 (1 μg) in one well of a six-well plate; after 7 h, the medium was changed to normal DMEM. After 48 h, the cells were transferred to a 10-cm dish, and a stable polyclonal cell population (HSDSEAP-polyclonal) was selected for 3 weeks in DMEM supplemented with 20 μg ml−1 blasticidin (cat. no. ANT-BL-1, LabForce AG, Switzerland). Subsequently, monoclonal cell populations were selected by limiting dilution and were grown for an additional 2 weeks in blasticidin-containing DMEM. Individual clones were screened for histamine-responsive SEAP expression, and HSDSEAP32 was chosen for further experiments. Stable cell populations between passages 4–10 were used for subsequent experiments.
Analytical assays
cAMP. Intracellular cAMP levels were quantified using the Cyclic AMP XP Assay Kit (cat. no. 4339, Life Technologies). In brief, 1 × 105 cells were pretreated for 30 min with 0.5 mM 3-isobutyl-1-methylxanthine (IBMX, cat. no. I5879, Sigma) in FCS-free DMEM. The cells were incubated for an additional 30 min in FCS-free DMEM supplemented with the indicated concentrations of histamine hydrochloride before the intracellular cAMP levels were determined in cell lysates according to the manufacturer’s protocol.
SEAP. The production of human placental-secreted alkaline phosphatase was quantified in cell culture supernatants as previously described34.
Cellular fluorescence. The cellular fluorescence of cell populations cultured in a 5% CO2 atmosphere at 37 °C in 96-well plates was profiled every 20 min using a monochromatic Tecan Infinite M200 PRO plate reader (Tecan Group Ltd, Männedorf, Switzerland) at an excitation and emission of 491/9 nm and 530/20 nm, respectively. The autofluorescence of mock-transfected cells was subtracted from the fluorescence of cells containing allergy profiler components.
Allergens
Crude allergen extracts, including Betula alba pollen (white birch, cat. no. P6770, Sigma), Corylis avellana pollen (hazel, cat. no. 0127, Allergon AB, Ängelholm, Sweden), Cynodon dactylon pollen (Bermuda grass, cat. no. 0421, Allergon AB), Phleum pratense (timothy grass, cat. no. 0113, Allergon AB), Lolium perenne pollen (perennial rye grass, cat. no. 0214, Allergon AB), Dermatophagoides pteronyssinus allergen (house dust mite, cat. no. 4965, Allergon AB) and Equus caballus allergen (horse dander, cat. no. 2046, Allergon AB) were dissolved in degranulation buffer (25 mM piperazine-N,N′-bis(2-ethanesulfonic acid) (cat. no. 80635, Sigma), 110 mM sodium chloride (cat. no. S7653, Sigma), 5 mM potassium chloride (cat. no. P9541, Sigma) and 0.01% (v/v) thimerosal (cat. no. T8784, Sigma); pH 7.4), and each mixture was stirred at 300 r.p.m. at 4 °C for 16 h. Subsequently, each allergen mixture was centrifuged, the supernatant was filter-sterilized and the total protein concentration was measured using the Bradford assay. The allergen solutions were stored at −20 °C at a concentration of 1 mg ml−1.
Histamine release from human basophils
Peripheral blood was drawn from healthy donors after obtaining written consent. The study was approved by the Ethics Committee of the ETH Zurich (no. EK 2012-N-42). A 100-μl aliquot of heparinized whole blood was mixed with 100 μl of degranulation buffer supplemented with the indicated concentrations of allergen, anti-IgE antibody (goat anti-human IgE antibody, cat. no. AP175, lot no. 2101963; Merck Millipore AG, Billerica, MA, USA), or N-formylmethionyl-leucyl-phenylalanine (fMLF, cat. no. 47729, Sigma) in one well of a U-shaped bottom 96-well plate (cat. no. 650185, Greiner Bio One, Austria). The histamine release assay was performed in an incubator at 37 °C in a humidified 5% CO2-containing atmosphere for 30 min. Thereafter, the cells were centrifuged for 10 min at 700g at 4 °C. The resulting serum was either directly used for subsequent assays or was stored at −20 °C.
Cell-based allergy test
SEAP output. Unless stated otherwise, 5 × 104 HSDSEAP32 cells were seeded into each well of a 96-well plate containing 105 μl of standard cultivation medium. After 12 h, 15 μl of human serum derived from histamine release assays was added, and the cells were incubated for an additional 24 h. The supernatant was collected and either directly used for analytical assays or stored at −20 °C until SEAP quantification.
Citrine output. A total of 5 × 104 HEK-293 cells were seeded into each well of a 96-well plate with a transparent bottom (cat. no. 655090, Greiner Bio One) 16 h before the co-transfection of 50 ng of pCK120 and 200 ng of pDA134, resulting in HSDCitrine-engineered cells. After 7 h, the transfection medium was replaced with 105 μl of standard cultivation medium, and 15 μl of human serum was added to the cells. The cells were cultivated in a microplate reader (Infinite M200 PRO plate reader, Tecan Group Ltd) in a 5% CO2 atmosphere at 37 °C for 16 h, and the cellular fluorescence was quantified in real time as described above.
Author contributions
All the authors designed the project, analysed the data and wrote the manuscript. D.A., B.E. and C.K. performed the experiments.
Additional information
How to cite this article: Ausländer, D. et al. A designer cell-based histamine-specific human allergy profiler. Nat. Commun. 5:4408 doi: 10.1038/ncomms5408 (2014).
Supplementary Material
Acknowledgments
We thank Aizhan Tastanova and Matthias Mehling for their assistance in collecting blood samples and Marius Müller and Ferdinand Sedlmayer for their generous advice. This work was supported by a European Research Council advanced grant (no. 321381) and, in part, by the Cantons of Basel and the Swiss Confederation within the INTERREG IV A.20 tri-national research program as well as by the Gutenberg Chair awarded to M.F.
References
- Khalil A. S. & Collins J. J. Synthetic biology: applications come of age. Nat. Rev. Genet. 11, 367–379 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Auslander S. & Fussenegger M. From gene switches to mammalian designer cells: present and future prospects. Trends Biotechnol. 31, 155–168 (2013). [DOI] [PubMed] [Google Scholar]
- Lienert F., Lohmueller J. J., Garg A. & Silver P. A. Synthetic biology in mammalian cells: next generation research tools and therapeutics. Nat. Rev. Mol. Cell Biol. 15, 95–107 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ruder W. C., Lu T. & Collins J. J. Synthetic biology moving into the clinic. Science 333, 1248–1252 (2011). [DOI] [PubMed] [Google Scholar]
- Weber W. et al. A synthetic mammalian gene circuit reveals antituberculosis compounds. Proc. Natl Acad. Sci. USA 105, 9994–9998 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lu T. K. & Collins J. J. Engineered bacteriophage targeting gene networks as adjuvants for antibiotic therapy. Proc. Natl Acad. Sci. USA 106, 4629–4634 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xie Z., Wroblewska L., Prochazka L., Weiss R. & Benenson Y. Multi-input RNAi-based logic circuit for identification of specific cancer cells. Science 333, 1307–1311 (2011). [DOI] [PubMed] [Google Scholar]
- Nissim L. & Bar-Ziv R. H. A tunable dual-promoter integrator for targeting of cancer cells. Mol. Syst. Biol. 6, 444 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kemmer C. et al. Self-sufficient control of urate homeostasis in mice by a synthetic circuit. Nat. Biotechnol. 28, 355–360 (2010). [DOI] [PubMed] [Google Scholar]
- Rossger K., Charpin-El-Hamri G. & Fussenegger M. A closed-loop synthetic gene circuit for the treatment of diet-induced obesity in mice. Nat. Commun. 4, 2825 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Parsons M. E. & Ganellin C. R. Histamine and its receptors. Br. J. Pharmacol. 147, (Suppl 1): S127–S135 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bernstein I. L. et al. Allergy diagnostic testing: an updated practice parameter. Ann. Allergy Asthma Immunol. 100, S1–148 (2008). [DOI] [PubMed] [Google Scholar]
- Novembre E., Bernardini R., Bertini G., Massai G. & Vierucci A. Skin-prick-test-induced anaphylaxis. Allergy 50, 511–513 (1995). [DOI] [PubMed] [Google Scholar]
- Heinzerling L. et al. The skin prick test—European standards. Clin. Transl. Allergy 3, 3 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Glovsky M. M. Measuring allergen-specific IgE: where have we been and where are we going? Methods Mol. Biol. 378, 205–219 (2007). [DOI] [PubMed] [Google Scholar]
- De Week A. L. et al. Diagnostic tests based on human basophils: more potentials and perspectives than pitfalls. II. Technical issues. J. Investig. Allergol. Clin. Immunol. 18, 143–155 (2008). [PubMed] [Google Scholar]
- MacGlashan D. W. Jr Basophil activation testing. J. Allergy Clin. Immunol. 132, 777–787 (2013). [DOI] [PubMed] [Google Scholar]
- Khan F. M. et al. Basophil activation test compared to skin prick test and fluorescence enzyme immunoassay for aeroallergen-specific Immunoglobulin-E. Allergy Asthma Clin. Immunol. 8, 1 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Crockard A. D. & Ennis M. Basophil histamine release tests in the diagnosis of allergy and asthma. Clin. Exp. Allergy 31, 345–350 (2001). [DOI] [PubMed] [Google Scholar]
- Morel A. M. & Delaage M. A. Immunoanalysis of histamine through a novel chemical derivatization. J. Allergy Clin. Immunol. 82, 646–654 (1988). [DOI] [PubMed] [Google Scholar]
- Pittertschatscher K., Hochreiter R., Thalhamer J. & Hammerl P. Quantification of histamine in blood plasma and cell culture supernatants: a validated one-step gas chromatography-mass spectrometry method. Anal. Biochem. 308, 300–306 (2002). [DOI] [PubMed] [Google Scholar]
- Laroche D. et al. Radioimmunoassay for plasma histamine: a study of false positive and false negative values. Br. J. Anaesth. 74, 430–437 (1995). [DOI] [PubMed] [Google Scholar]
- Thurmond R. L., Gelfand E. W. & Dunford P. J. The role of histamine H1 and H4 receptors in allergic inflammation: the search for new antihistamines. Nat. Rev. Drug Discov. 7, 41–53 (2008). [DOI] [PubMed] [Google Scholar]
- Lichtenstein L. M., Levy D. A. & Ishizaka K. In vitro reversed anaphylaxis: characteristics of anti-IgE mediated histamine release. Immunology 19, 831–842 (1970). [PMC free article] [PubMed] [Google Scholar]
- Kneidinger M. et al. The effects of dasatinib on IgE receptor-dependent activation and histamine release in human basophils. Blood 111, 3097–3107 (2008). [DOI] [PubMed] [Google Scholar]
- Musset B. et al. A pH-stabilizing role of voltage-gated proton channels in IgE-mediated activation of human basophils. Proc. Natl Acad. Sci. USA 105, 11020–11025 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Knol E. F., Koenderman L., Mul F. P., Verhoeven A. J. & Roos D. Differential activation of human basophils by anti-IgE and formyl-methionyl-leucyl-phenylalanine. Indications for protein kinase C-dependent and -independent activation pathways. Eur. J. Immunol. 21, 881–885 (1991). [DOI] [PubMed] [Google Scholar]
- Huber M. Activation/inhibition of mast cells by supra-optimal antigen concentrations. Cell Commun. Signal. 11, 7 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marguet P., Balagadde F., Tan C. & You L. Biology by design: reduction and synthesis of cellular components and behaviour. J. R. Soc. Interface 4, 607–623 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gonzalez-Nicolini V., Fux C. & Fussenegger M. A novel mammalian cell-based approach for the discovery of anticancer drugs with reduced cytotoxicity on non-dividing cells. Invest. New Drugs 22, 253–262 (2004). [DOI] [PubMed] [Google Scholar]
- Aubel D. et al. Design of a novel mammalian screening system for the detection of bioavailable, non-cytotoxic streptogramin antibiotics. J. Antibiot. 54, 44–55 (2001). [DOI] [PubMed] [Google Scholar]
- Chan I. S. & Ginsburg G. S. Personalized medicine: progress and promise. Annu. Rev. Genomics Hum. Genet. 12, 217–244 (2011). [DOI] [PubMed] [Google Scholar]
- Church G. M., Elowitz M. B., Smolke C. D., Voigt C. A. & Weiss R. Realizing the potential of synthetic biology. Nat. Rev. Mol. Cell Biol. 15, 289–294 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schlatter S., Rimann M., Kelm J. & Fussenegger M. SAMY, a novel mammalian reporter gene derived from Bacillus stearothermophilus alpha-amylase. Gene 282, 19–31 (2002). [DOI] [PubMed] [Google Scholar]
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