IN VITRO ASSAY FOR IDENTIFICATION OF ALLERGENIC PROTEINS

Abstract
The present invention relates to a process for in vitro evaluation, of a potentially allergenic or tissue irritating sub-stance whereby test cells are cultivated in the presence of the substance, and the presence of up regulated genes chosen from G1P2, OASL, IFIT1, TRIM22, IFI44L, MXI, RSAD2, IFIT3, IFITM1, IFIT2, SPR, GNB2, XK, IFITM3, C 33.28 HERV-H protein mRNA, IFITM3, XK, GPR15, MT1G, MT1B; MT1A, ADFP, JL8, MT1E, MT1F, MT1H, SLC30A1, SERPINB2, CD83, TncRNA or expression products from them are measured. The invention also regards use of the expression products from one or more of the genes for in vitro analysis of allergy or tissue irritation. It also relates to a probe comprising at least three nucleic acids, preferably 3-40, especially 5-15 chosen from RNA complementary to the RNA corresponding to any of the genes and the use thereof for in vitro analysis of allergy or tissue irritation. Further it regards a reagent kit comprising one or more probes that recognize products produced during the expression of any the genes.
Description

The present invention relates to a process for in vitro evaluation of a potentially allergenic or tissue irritating substance whereby test cells are cultivated in the presence of the substance, and the presence of up certain regulated genes stated in claim 1 or expression products from them are measured. This method is called gene activation profile assay, GAPA. The invention also regards use of the expression products from one or more of the genes for in vitro analysis of allergy or tissue irritation.


It also relates to a probe comprising at least three nucleic acids, preferably 3-40, especially 5-15 chosen from RNA complementary to the RNA corresponding to any of the genes and the use thereof for in vitro analysis of allergy or tissue irritation.


Further it regards a reagent kit comprising one or more probes that recognize products produced during the expression of any the genes.


PRIOR ART

Today there is no validated and reliable in vitro test available to predict the allergic response towards chemical entities. The tests used today are in vivo animal tests and on the account of ethical aspects there is a great demand of finding an in vitro method that can replace the currently used animal tests, Allergic reactions can be really serious for the person affected so there is a great demand from e.g. the pharmaceutical-, cosmetic- and the food industry to be able to identify these substances in an as early phase as possible.


Previous studies have shown that neopterin and interleukin-8 (IL-8), produced by blood cells, may be reliable signal molecules to identify allergenic substances1. This hypothesis that lead to a Swedish patent (No. 506 533, WO 97/16732) directed to an in vitro method for the identification of human allergens and T-lymphocyte antigens. The method covered by this patent was named cytokine profile assay (CPA). The concept of this test is that allergenic substances are able to induce specific patterns of neopterin and IL-8 production, measured in the supernatant of cultivated human peripheral blood mononuclear cells (PBMC). Further validation studies of the CPA lead to the preferable use of a human monocyte cell-line as a reference system. Also, the method appeared most suitable to identify proteins known to induce type I allergy.


Allergen

Antigens able to stimulate hypersensitivity mediated by an immunologic mechanism are referred to as allergens Allergens induce a cellular or humoral response in the same way as any other antigen, generating activated T-cells, antibody-secreting plasma cells and subsequently memory cells.


A lot of effort has been done to identify a common chemical property of an antigen, but it has all failed because of the complexity of the immune system.


The chemical nature of allergens


Proteins

Proteins have the ability to induce an allergic response in susceptible individuals. The reaction requires complex interactions between the protein and the immune system, which are notoriously difficult to predict. Known allergenic proteins normally have a molecular weight between 15000 and 400002 and they are often associated with allergy to environmental factors such as animal dander, enzymes, pollen and foods giving an allergenic reaction of type I.


To be defined as allergenic, proteins have to contain epitopes detectable by immunoglobulin E and T-cells but it is considered that other features and characteristics of proteins give them their overall allergenicity. Important factors that contribute to the likelihood of food proteins to induce an allergic response are exposure time and stability. For example known food allergens are shown to be stable in the gastric model, representing the gastrointestinal tract, used by Astwood et al.3 compared to the more fastly digested non-allergenic proteins. The rationale for this is that stable proteins persist long enough time in the gastrointestinal tract in its intact form to provoke an immune response.


Another characteristic property is post-translational glycosylation that have been observed happening to many allergens4 raising the possibility that the glycosyl groups may contribute to their allergenicity. The glycosylation influence the physical properties of the protein, including altered stability, solubility, hydrophobicity and electrical charge, and hence alter its allergenic properties, perhaps by increasing uptake and consequently detection of the protein by the immune system. Enzymatic activity can also be correlated to allergenicity. For example, introduction of enzymes into detergents can make the detergent able to cause allergic sensitization5.


Many allergens share some homology and the primary sequence of a protein can therefore, at least in part, be associated with allergenic properties. On the other hand, when the actual allergenic epitope is considered (approximately 10-15 amino acid long) no general homology for allergenic amino acid sequence emerges Studies have also showed that allergenic proteins; tend to be ovoid in shape, have repetitive motifs, are heat stable, and that the proteins disulfide bounds contribute to the allergenicity6.


In summary many factors can contribute to the allergenicity of a protein, either independently or in concert:

    • size and structure
    • presence of T- and B-cell epitopes able to induce a immunologic response
    • resistance to heat and degradation
    • glycosylation status
    • biological function (in particular if enzymatic activity is present)


Haptens

Low-molecular-weight chemicals, for instance isocyanates, can also behave as allergens and they are called haptens. These molecules generally have a molecular weight below 700. Haptens are antigenic but not immunogenic meaning that they cannot by them selves induce an immune response. However, when they are coupled to a large protein, i.e. soluble or cell-bound host proteins so called carrier protein, it forms an immunogenic hapten-carrier conjugate. The sensitization capacity of a hapten allergen depends on its ability to form these hapten-protein complexes. The interaction between hapten and protein involves, in the vast majority of cases, a covalent, and therefore irreversible, bound. This implies that the hapten has a chemical reactivity characteristic that allows it to form bonds with the side-chains of amino acids Frequent targets are cysteine, histidine and lysine, depending on the structure of the hapten. The sensitizer acts as an electrophil and the protein acts as a nucleophil in most of these reactions with the nucleophilic function in the side groups (—NH2, —SH, —S, —N, —NH and —OH) of the amino acids. Metals on the other hand can form coordination bonds with proteins. Some haptens may instead easily form free radicals, which also bind to proteins using a free radical mechanism7.


According to the classical model by Landsteiner a hapten entering the body, chemically linked to a carrier protein, generates antibodies specific to: the hapten determinant, epitopes on the carrier protein and new epitopes, formed by the conjugate of hapten and carrier. However, it has also been shown that a hapten alone, without binding to a carrier protein, is able to induce a T-cell response. Hapten-specific T cells recognize hapten-modified MHC-peptide complexes, suggesting that the hapten modifies the structure of the MHC molecules, the bound peptide, or both, and that it is the modified structure that is recognized by the T cells8.


Haptens normally induce a hypersensitivity reaction of type IV resulting in skin contact allergy; an important property of many haptens is therefore the ability to penetrate the skin barrier. Many different xenobiotics such as drugs, metals, and chemicals, but also peptide hormones, and steroid hormones, can function as haptens, giving a type IV hypersensitivity reaction.


Haptens may vary from simple metal ions to complex aromates. Common properties among haptens are:

    • low-molecular-weight
    • ability to penetrate the skin barrier
    • chemical reactivity characteristics that allows it to form bonds with the side chains of amino acids or properties able to modify the structure of the MHC molecules and/or the bound peptide


Presentation of Allergen by APC—Generation of an Allergic Response

The antigen-presenting cells (APC) are the key players in the generation of an allergen-specific immune response.


APCs, includes macrophages, B lymphocytes and dendritic cells, have two characteristics: they express class II MHC molecules on their membranes and they are able to stimulate T-cells activation. In order to be recognized by the immune system all antigens entering the body have to be processed and presented Exogenous antigens, like protein allergens, enter the cells either by endocytosis or phagocytosis of APCs, followed by degradation into peptide fragments and subsequent presentation of antigenic structures by class II molecules on the cell surface, FIG. 1. In this way possible antigenic structures gets presented to T-lymphocytes on the APC surface. T lymphocytes carry unique antigen-binding molecules on their APC surface, called T-cells receptors. These are able to recognize antigenic structures of the size 9-15 amino acids. When the T-cell finds an APC presenting a peptide matching its receptors it gets activated and secretes cytokines that contribute to activation of B-cells, T-cells and other cells. Simultaneously a B-cell, with antibodies recognizing the same antigen, interacts with the antigen, gets activated by the T-cell and differentiates into antibody-secreting plasma cells and memory cells. Antibodies, as well as T-cells are central actors in the elicitation of an allergic reaction.


Allergy

Allergy, a hypersensitivity reaction initiated by immunologic mechanisms, is the result of adverse immune responses against, for example, common substances derived from plants, foods or animals. Different immune mechanisms can give rise to hypersensitivity reactions and therefore P. G. H Gell and R. R. A, Coombs suggested in 1968 a classification scheme where hypersensitivity reactions are divided into four groups. Each group involves various mechanisms, cells, and mediator molecules, and it is important to keep in mind that the mechanisms are complex and the boundaries between categories are blurred. Three of the four types are mediated by antibody or antigen-antibody complexes and consequently occur within the humoral branch, the fourth type occur within the cell-mediated branch of the immune system.


Type I: IgE antibody mediated


Type II: Antibody-mediated (IgG or IgM antibody mediated)


Type III: Immune complex mediated (IgG or IgM antibody mediated)


Type IV: Delayed type hypersensitivity (DTH), cell mediated


Characteristic for a hypersensitivity reaction is the reproducibility; T- and B-cells will form allergen specific memory cells able to give a response whenever exposed to the allergen.


Type I Hypersensitivity

The principle of type I hypersensitivity is based on antibody production to an allergen using the same mechanism as a normal humoral response performs when meeting an antigen. The distinction is that during a type I hypersensitivity reaction IgE instead of IgG antibodies are secreted by the plasma cells.


Upon exposure to a type I allergen, B-cells get activated and develop into IgE-secreting plasma cells and memory cells. When Ig E binds to mast cells and blood basophiles these cells release pharmacologically active mediators, FIG. 2, causing smooth muscle contraction, increased vascular permeability and vasodilation.


In the normal immune response, IgE antibodies are produced as a defense against parasitic infections but when they are produced as a response to an allergen the person is said to be atopic. Johansson et al9 defines atopy as “a personal or familial tendency to produce IgE antibodies in response to low doses of allergens, usually proteins, and to develop typical symptoms such as asthma, rhinoconjunctivitis, or eczemal/dermatitis”. This reaction can occur after exposure to common environmental antigens for instance nuts and wasp venom.


The reaction is partly hereditary and occurs 5-20 minutes after exposure and can if untreated lead to death. Thus, type I hypersensitivity is regarded as the most serious hypersensitivity reaction10.


Type II Hypersensitivity

This is an antibody-mediated cytotoxic hypersensitivity reaction and it involves IgG/IgM-mediated destruction of cells. Type II hypersensitivity can occur through antibodies activating the complementary system to create pores in the membrane of the target cell, which leads to cell death. Cell destruction can also occur by antibody-dependent cell-mediated cytotoxicity (ADCC). Antibodies are formed against antigen on the cell surface. After they attach to the surface cytotoxic cells bind to the antibody. This promotes destruction of the target cell, FIG. 3.


Transfusion reaction and erythroblastosis fetalis are example of type II hypersensitivity reactions. It takes around five to eight hours between exposure to antigen and clinical reaction10.


Type III Hypersensitivity

In these reaction IgG/IgM antibodies, bound to antigen, together generate an immune complex. These immune complexes generally facilitate the clearance of antigen but if antigen is in excess many small immune complexes are generated that are not easily cleared by phagocytic cells, FIG. 4. This can lead to type III hypersensitive tissue damaging expressed as an inflammatory reaction.


A type III hypersensitivity reaction can be observed in autoimmune diseases (egg rheumatoid arthritis), drug reactions (e.g. allergies to penicillin) and infectious diseases (e.g. malaria). The reaction occurs between 4 and 8 hours after exposures.


Type IV Hypersensitivity

This reaction is also referred to as delayed hypersensitivity and may develop as a result of skin exposure to low molecular weight chemical substances (hapten) leading to allergic contact dermatitis. The mechanism of type IV hypersensitivity is characterized by the formation of allergen-specific T-cells. No antibodies are involved in this reaction. When T cells get activated, they secret cytokines, leading to activation of an influx of nonspecific inflammatory cells, where macrophages are major participants, resulting in a local inflammation (an eczema), FIG. 5. In the normal immune response this reaction plays an important role in host defense against intracellular pathogens.


Antigens typically giving rise to a delayed hypersensitivity may be synthetic or naturally occurring substances, such as drugs, metals or plant components. The delayed hypersensitivity reaction gets noticeable 24-48 hours after contact with the allergen resulting in an inflammatory reaction in the skin at the site of exposure10.


Irritant Reaction

There are other forms of hypersensitivity than the allergic types Reaction after exposure to an irritant is an example of non-allergic hypersensitivity A characteristic of this response is release of pro-inflammatory mediators, for example the cytokines tumor necrosis factor α (TNFα) and interleukin 6 (IL6)11. The reaction is similar to a type IV hypersensitivity reaction but the main difference is that this process does not require sensitization and therefore no memory T-cells develop like in a type IV reaction12. Antigen-specific antibodies are neither present. An irritant reaction can occur as a response after; a single contact with a powerful irritant, such as benzalkonium chloride, frequent work in a wet environment, or frequent contact with a weak irritant chemical. Irritancy has been shown to have a profound effect on the dynamics of contact allergen sensitization12, meaning that allergic contact dermatitis occur more often if an irritant is present together with the antigen.


Predictive Test Methods

During the years several predictive tests for identification of possible allergenic potential of chemicals and proteins have been used. Both human and animals have served as test subjects. Test methods using humans were mainly developed between 1944 and 1980 A great disadvantage of these tests is that many volunteers are needed to make the test results reliable. There is also a risk that the volunteers become sensitized for the rest of their lives and develop eczema to the test chemicals upon future exposures. Since this is a great ethical problem no tests are performed on humans today.


Animal tests to identify contact sensitizers have been available for many years. They are all in vivo methods and the most commonly used to identify skin sensitizers are the guinea pig maximization test (GPMT) and the Buehler test, an occluded patch test in guinea pigs without adjuvant. Another evaluated and accepted test used to identify skin sensitizers is the Local Lymph Node Assay (LLNA).


Guidelines

To get a standardized system for Europe and the world to evaluate new drugs and other products on the global market a system with various organizations evaluating new methods has been unfold.


The Organization for Economic Cooperation and Development (OECD) is an organization that groups 30 member countries sharing a commitment to democratic government and the market economy. The organization also has an active relationship with some 70 other countries and organizations, giving a global reach. The organization produces internationally agreed instruments, decisions and recommendations to promote rules of the game in areas where multilateral agreement is necessary for individual countries to make progress in a globalised economy.


In the 406 Test Guideline (adopted in 1981) for OECD the GPMT and the Buehler test were recommended for the assessment of allergic contact dermatitis chemicals. These two tests have been used until recently. In April 2002 LLNA was incorporated into a new test guideline (No. 429; Skin Sensitization: Local Lymph Node Assay) by the OECD, adopted in July same year. In parallel, the European Union has prepared a new test guideline for the assay. The LLNA is also recommended by the most recent Food and Drug Administration (FDA) guideline on immunotoxicity13 where suggested to be advantageous over the guinea pig assays. Interagency Coordinating Committee on the Validation of Alternative Methods (ICCVAM) concludes that LLNA offers important animal welfare benefits with respect to both reduction and refinement14.


Alternative Methods

The present animal based tests are time consuming, expensive to carry through and include many ethical aspects since animals are used. Because of this a lot of research has been done and some new methods have been developed to identify substances with allergenic properties.


In Vivo/In Vitro

Dearman et al.15;16 have tried to develop a method to predict the allergenic potential of chemical allergens by measuring levels of different cytokines from lymph node cells. In mice, topically exposed to the respiratory allergen touene diisocyanate (TDI) and the skin sensitizer dinitrofluorobenzene (DNFB), they monitored changes in cytokine levels of interferon γ (IFN-γ), IL-4 and IL-10. The data presented suggest that relative cytokine secretion patterns induced in the draining lymph node cells of mice may characterize different classes of chemical allergens, but the method has to be further evaluated.


Since type IV reactions involve both antigen presenting cells (APC) and T-cells a culture system containing both stimulatory APC and responding T-cells would appear to provide the best approach for the development of an in vitro test predicting allergenic properties of a chemical. Several attempts have been made to establish such an in vitro system however without success. The principal APC in the skin is consider to be the langerhans cell (LC) and therefore several investigators have focused on events that occur in LC following exposure to chemical haptens and irritants. Many techniques have been developed to isolate populations of LC from human and murine sources to enable an establishment of an in vitro method mimicking the course of events occurring in the skin when exposed to a type IV allergen. To date no LC line has been established and therefore the number of cells has been the limiting factor in the development of LC-based in vitro methods.


The EpiDerm model is a method able to detect the irritative potential of a substance as evaluated by the European Centre for the Validation of Alternative Methods (ECVAM). The experimental procedure consists of normal, human-derived epidermal keratinocytes, which have been cultured to form a multi-layered, highly differentiated model of the human epidermis. The tissue is transferred to a plate, containing medium and the substance is applied on top of the tissue. Cell viability is calculated for each tissue as a percentage of the negative control tissue. The test substance is classified according to remaining cell viability following exposure of the test substance. Theory for the test is founded on the knowledge that irritating chemicals show cytotoxicity following shorts term exposure to epidermis 17; 18. However, this model has not been used for classification of possible allergens


In Silico

In parallel to the biological studies another approach has become more and more important, namely the study of structure-activity relationships (SARs). With this method molecular or physicochemical properties of known molecules are used to predict the allergenic potential of unknown substances Structure, physicochemical and electronic data for a new compound are compared with data on chemical structures known to inherit sensitization risks. The final use of a system of this type is to answer questions like: which compound may or may not be sensitizing.


DEREK (Deductive Estimation of Risk from Existing Knowledge) is a database based on this principle. The system consist of a “control” program that analyses the structure of the molecules and a database consisting of “rules” in the form of substructures known to be associated with allergenic properties. DEREK then estimates the “risk” for the compound to be allergenic A limitation of this system is that the program does not take into consideration metabolization of the substance, a circumstance that is important for allergens. The process is based simply on the structure of the tested molecule, which is not necessarily that which, for example in type IV allergy, reacts with the skin proteins.


Another approach is to create databases only containing experimental and case information. Examples of such a data base is that developed in Palo-Alto by CCS Associates in collaboration with H. I. Maibach of the University of San Francisco and Professor C. Benzra19 where the main sources of data used are the case of allergy published in Contact Dermatitis since 1975. The limitation of this system results from the way reference data were compiled. The data is based on historical material, newer substances are not included. Another problem is that the stored data is based on scientific publications where a severe reaction in a few patients is often better documented than moderate reactions in a large number of patients, resulting in that moderate but common reactions can fail to be detected. Other databases with only allergenic substances are Allergome and Allermatch. It is also possible to compare sequences through the database SWISS-PROT, having 92,000 annotated protein sequences and is cross-referenced with approximately 30 other databases


Current Requirements for New Tests

The primary limitation of the already validated and accepted tests is that they are only able to detect type IV allergens, inducing contact allergy. Accordingly, there is today no validated and accepted test which can identify an unknown substance causing an allergic reaction of type I, a reaction with a fast course of event and often dismal prospect. Opportunities for the development of alternative tests to detect allergic reactions in vitro are great due to increased requirements from the society and a lot of effort has been put into this area. There is optimism in that the new technologies that are emerging, or which are already available, will provide realistic opportunities for the design of alternative approaches. Continued development of our understanding of the chemical and biological aspects of allergic reactions and with the application of genomics/proteomics to this field may in the future permit the replacement of animal methods.


New Test Methods—Criteria of Acceptance


To get a new in vitro test accepted and ready for the market a procedure aiming at establish relevance and reliability is required according to The European Agency for the Evaluation of Medicinal Products committee for proprietary medicinal products (CPMP).


Phase I: Test Development and Definition

The test has to have a defined objective and the laboratory behind the project has to describe the operating procedures thoroughly, to make it possibly for other laboratories to reproduce the test. Specificity, sensitivity and reproducibility, of the test, must be related to supplied data. A conclusive number of reference substances including positive and negative controls must be tested to establish the tests consistency.


Phase II: Test Optimization


A multi-center study, involving laboratories from different countries, has to be made to assess the test. The tests utility, reliability, robustness and practice ability must be described, emphasized the technical improvement of the test compared to the original method. In this study the contributory laboratories have to define and evaluate a limited and conclusive number of reference substances, including positive and negative controls. It is essential that the multi-center study is published in an international peer reviewed scientific journal.


Phase III: Validation


The test has after phase I and II its final configuration and an multi-center study with a large number of laboratories from different counties has to be done. The aim is to compare the relevance of the proposed test to the accepted standard in vivo method. An increased number of appropriate chosen relevant products are tested. Also this study has to be published.


Phase IV: Setting-Up or Taking Part in an International Data Bank


To create an international data bank is necessary to improve knowledge of the performance of the test, especially if the test should be performed on a routine basis.


During the development of the GAPA test the variations between test results was initially still large since the cell source was taken from different individuals. To make the test more stable, reproducible, and commercially practicable a more standardized cell source was looked for.


A screening of 13 the monocyte/macrophage cell lines took place. Three substances with known allergenicity and irritancy were used. The outcome of the screening resulted in that the cell line MonoMac-6 was found suitable for the GAPA-test


Mono Mac 6

The parent cell line, Mono Mac, was established from the peripheral blood of a 64-year-old male patient diagnosed in 1985 with relapsed acute monoblastic leukemia (AML FMA M5) following myeloid metaplasia. The blood sample, from which the parent cell line was established, was taken one month before the patient's death. This gave rise to two subclones, Mono Mac 1 and Mono Mac 6, and they both were assigned to the monocyte lineage on the basis of morphological, cytochemical and immunological criteria. Mono Mac 6 appears to constitutively express phenotypic and functional features of mature monocytes20.


Mono Mac 6 grows in suspension as single round/multiformed cells or small in clusters, sometimes loosely adherent. They have a doubling time of about 60 hours when incubated at 37° C. with 5% CO2 and a maximal density at about 1.0×106 cells/ml. The cells have a diameter of approximately 16μ, with a round or intended nucleus with sometimes one or two nucleoli as verified by light microscopy. In 4.8±1.9% of the cells 2-4 nuclei are observed. The cytoplasm contains many mitochondria, numerous rough endoplasmatic reticulum cysternae, a prominent Golgi complex, lysosomes, coated vesicles, endocytic vesicles and multivesicular bodies. Mono Mac 6 has the ability to readily phagocytose antibody-coated erythrocytes, proving Mono Mac 6 to bee representative of mature monocytes21.


The inventors have found that certain genes are up regulated when allergenic or tissue irritating substances are present. Their expression products may be measured as an indication of the substances.


SUMMARY OF THE INVENTION

The present invention relates to a process for in vitro evaluation of a potentially allergenic or tissue irritating substance whereby test cells are cultivated in the presence of the substance, and the presence of up certain regulated genes stated in claim 1 or expression products from them are measured. The invention also regards use of the expression products from one or more of the genes for in vitro analysis of allergy or tissue irritation.


It also relates to a probe comprising at least three nucleic acids, preferably 3-40, especially 5-15 chosen from RNA complementary to the RNA corresponding to any of the genes and the use thereof for in vitro analysis of allergy or tissue irritation.


Further it regards a reagent kit comprising one or more probes that recognize products produced during the expression of any the genes.





The invention is further elucidated with the following figures:



FIG. 1 The endocytic processing pathway



FIG. 2. Type I hypersensitivity



FIG. 3. Type II hypersensitivity



FIG. 4. Type III hypersensitivity



FIG. 5. Type IV hypersensitivity



FIG. 6. Number of cell cycles needed to get exponential expression of cGTP cyclohydrolas.



FIG. 7. Number of cell cycles needed to get exponential expression of IL-8.





The following abbreviations are used in the description


Abbreviations



  • ADCC antibody-dependent cell-mediated cytotoxicity

  • APC antigen presenting cell

  • Asp aspergillus fumigatus

  • CPA cytokine profile assay

  • CPMP committee for proprietary medicinal products

  • DTH delayed type hypersensitivity

  • Fc fold change

  • GAPA gene activation profile assay

  • GPMT guinea pig maximization test

  • GTP guanosine triphosphate

  • ICCVAM interagency coordinating committee on the validation of alternative methods

  • IFN-γ interferon gamma

  • IL interleukin

  • LC langerhans cell

  • LLNA local lymph node assay

  • LPS lipopolysaccaride

  • MHC major histocompability complex

  • OECD organization for economic cooperation and development

  • PBMC peripheral blood mononuclear cells

  • RT-PCR reverse transcription-polymerase chain reaction

  • SDS sodium dodecyl sulfonate

  • TDI toluene diisocyanate

  • TNF tumor necrosis factor



DETAILED DESCRIPTION OF THE INVENTION

The present invention relates to a process for in vitro evaluation of a potentially allergenic or tissue irritating substance whereby test cells are cultivated in the presence of the substance, and the presence of up regulated genes chosen from G1P2, OASL, IFIT1, TRIM22, IF144L, MXI, RSAD2, 1FIT3, IFITM1, IFIT2, SPR, GNB2, XK, IFITM3, C 33.28 HERV-H protein in RNA, IFITM3, XK, GPR15, MT1G, MT1B; MT1A, ADFP, IL8, MT1E, MT1F, MT1H, SLC30A1, SERPIMB2, CD83, TncRNA or expression products from them are measured


Especially the expression of one or more of G1P2, OASL, IFIT1, TRIM22, IFI44L, MXI, RSAD2, IFIT3, IFITM1, IFIT 2, indicates Type I allergy; one or more of SPR, GNB2, XK, IFITM3, indicates non allergy; one or more of C 33.28 HERV-H protein mRNA, IFITM3, XK, GPR15, indicates TYPE I/IV haptenes and one or more of MT1G, MT1B; MT1A, ADFP, IL8, MT1E, MT1F, AK, IFITM3, MTIH1, SLC30A1, SERPINB2, (3NB2, MTIB, CD83, TncRNA genes indicates Type IV allergy


Expression product to be measured may be RNA, DNA, amino acids, peptides, proteins and derivatives thereof such as cDNA, or cRNA.


The gene sequences and the amino acid sequences for the corresponding genes of the above mentioned proteins are all known and can be found on GenBank (NIH genetic sequence data base)


According to one embodiment of the invention genes correlated with interferon production are selected as an indication of class I immune response, Such genes may be chosend form one or more of the genes GIP2, OASL, IFIT1, TRIM22, IFI44L, MXI, RSAD2, IFIT3, IFITM1 and IFIT2 are measured


According to another embodiment of the invention the presence of genes up regulating IL-8 and neopterin respectively are measured, whereby the presence of high levels of genes up regulating IL-8 compared to genes up regulating neopterin, is an indication of class IV cell mediated T-cells immunity and delayed type hypersensitivity such as cellular immunity, delayed allergy and contact eczema


It has turned out that genes that are up regulated by Aspergillus are indications of class I immune response


According to another embodiment of the invention the presence of high levels of genes up regulating neopterin as well as genes up regulating IL-8, is an indication class I immune response type from T and B lymphocytes and inflammatory cells and immediate type hypersensitivity such as asthma, hay fever, urticaria and rhinitis.


The process according to the invention may be performed on test cells which may be chosen from primary blood cells; whole blood, peripheral blood, lymphocytes, monocytes, and cells cultivated in vitro derived from blood cells or cell lines cultivated in vitro. The highest concentration of the substance being non toxic to the cells may be serial diluted.


According to the invention cell proliferation may be established or inhibited and/or measured to get more expression products from the cells prior to measuring expressed genes. The proliferation may be done as described in WO 97/16732 and especially in the example thereof.


The invention also regards use of the expression products from one or more of the genes for in vitro analysis of allergy or tissue irritation.


For analysing expression product such as RNA, DNA and nucleic acids complementary to these sequences, cRNA and cDNA may be used as probes in a hybridisation test. At least 3 nucleic acids, such as at least 5, at least 10, at least 15 nucleic acids may be used as probes, such as 3-50, 5-40, 10-30 nucleic acids. The DNA sequences of the full genes may be found on GenBank. Useful probes are listed in materials and methods below,


The invention also relates a reagent kit comprising on or more compartments comprising probes that recognize products produced during the expression of any of the above mentioned genes. There may also be compartments containing test cells or instruction notes.


While the invention has been described in relation to certain disclosed embodiments, the skilled person may foresee other embodiments, variations, or combinations which are not specifically mentioned but are nonetheless within the scope of the appended claims


All references cited herein are hereby incorporated by reference in their entirety


The expression “comprising” as used herein should be understood to include, but not be limited to, the stated items,


The invention will now be described by way of the following non-limiting examples


EXAMPLES
Materials and Methods
Cell Cultivation

The cell line Mono Mac 6 (AstraZeneca Cell Storage and Retrieval, Alderley Park, 1XA) was cultivated in RPMI 1640 medium with 10 mM HEPES buffer (Gibco, UK), 2 mM L-glutamine, 9 μg/mL human insulin, 10 mM sodium pyruvate, 10% fetal bovine serum, 5.6 μl/mL glucose, 100 U/mL penicillin and 100 μg/mL streptomycin. Fresh medium for cultivation was added or changed frequently (every 2:nd or 3:rd day), maintaining a cell density of viable cells/is L between 0.5×106 and 1.0×106. The cell line was in suspension/loosely adherent and sub cultures were prepared when needed by scraping The plates were cultivated in an inclined position at 37° C. and 5% CO2 in a Galaxy R (Lab Rum Klimat Ab, Sweden) incubator


Viability Counting

The remaining part of the cell suspension was used to calculate the viability. In experiment 041029 the cells were stained with Trypan Blue, and counted in a Bürker chamber using light microscopy. In experiment 041115 and 041213 a NucleoCounter™ (Chemometec, Denmark) was used,


Test Substances
Time Response Study for the Micro Array Analysis

Cell cultures were exposed to substances according to table 1, during 1, 3, 6, 24 and 96 h.


Control cell cultures were left unexposed.









TABLE 1







Test substances in the kinetic experiment













Representing



Substance
Concentration
allergen class








Aspergillus

1:200
Allergen type I




fumigatus





Aspergillus

1:400
Allergen type I




fumigatus





Aspergillus

1:800
Allergen type I




fumigatus




Substance A1)
50 μl/ml
Allergen type





IV








1)Substance A, AstraZeneca, Sweden. Dissolved in distilled water.







Preparation of total RNA was made according to RNeasy® Mini Handbook (Qiagen/VWR, Sweden). Real time polymerase chain reaction (PCR) was performed on a 7700 Sequence Detector System (Applied Biosystems, Sweden) using the Gene Expression Assay kit according to the manufactories (Applied Biosystems, USA). Probes and primers used was, the starting product for generating neopterin, GTP cyclohydrolase I (assay ID: Hs00609198_m, Applied Biosystems) and IL-8 (assay ID: Hs00174103_ml, Applied Biosystems). These genes served as positive control for allergic reactions. TaqMan analysis was performed according to standard operation procedures (“Real Time PCR med TaqMan probe eller SYBR Green primers”, SAS 7551, AstraZeneca, Sweden).


Micro Array Analysis

Cells were treated with four different allergens, according to table 2, in duplicate cultures. The test substances were all diluted in double distilled water. The duplicate cultures were treated at different exposure days. All treatments were 6 hours and control cells were left unexposed.









TABLE 2







Substances used in experiment 041221 and 041222













Representing allergen



Substance
Concentration
class







Penicillin G
600 μg/ml
Allergen type I/IV,





hapten



Substance A
 80 μg/ml
Allergen type IV,





hapten



Albumin
 2 μg/ml
Non allergenic protein




Aspergillus

1:200
Allergen type I, protein










Benzylpenicillin sodium salt (PenicillinG) was 13752, Sigma Aldrich, Germany; Albumin human was A9511, Sigma Aldrich, Germany and Aspergillus fumigatus was ALK15142 from Apoteket, Sweden and contained, except relevant allergen, also glycerol, sodium chloride, sodium hydrogen carbonate and water for injection33.


20 individual cultures with 500 000 cells per culture were treated identical for each substance. After 6 h exposure identical treated cells were harvest and pooled into a 50 ml Falcontube, pelleted at 540 g for 5 minutes in 7° C. The supernatant was discarded and the cells were washed in phosphate-buffered saline (with 0.5% bovine serum albumin), transferred to an eppendorftube and centrifuged at 1.50 g for 2 minutes at room temperature. The supernatant was removed and the cells were freeze-dried with liquid nitrogen and thereafter put into −152° C. freezer until further preparation.


Experimental procedures were performed according to Gene Chip® Expression Analysis Technical Manual (rev1, 2001) with minor modifications as described. Total RNA was prepared from frozen cells, according to Qiagen Rneasy Mini kit (Qiagen/WVR, Sweden). 30 μg of total RNA was used for cDNA synthesis and in vitro transcript labeling with biotin was performed according to Enzo BioArray RNA Transcription Labeling Kit (Enzo, U.S.A). cRNA quality was analyzed on a Agilent Bioanalyser 2001 (Agilent Technologies, U.S.A) and the concentration was measured on a Nano Droop (Saveen Werner, Sweden). 15 μg of fragmented cRNA was added to the hybridization-cocktail and hybridized to the HG_U95Av2 chip (Affymetrix, U.S.A) for 16 h at 45° C., The arrays were washed and stained with biotinylated anti streptavidin antibodies according to the EukGE_W2v4 protocol (Affymetrix, U.S.A) in the fluid station (Affymetrix, U.S.A).


Data obtained were analyzed using the MAS 5.0 model base. A detection call was calculated for all probe sets, representing if the transcript of a particular gene was present or absent, all absent genes were excluded from analysis.


To verify outliers and trends in data exploratory analysis was made with principle component analysis (PCA). Statistic analysis was made using student's t-test. It weights the variance in individual groups with the variance in all groups, Student's t-test was used to test for statistical significance compared with control. The p-value obtained describes the probability of statistically finding a false positive probe set. Fold change (fc) represents the quotient between the two compared chip.


The average signal value from all treated groups were compared with control signals.


During the reading process of the chip an error occur for one of the chips representing material from penicillin G treated cells. Further analysis of this chip was inappropriate and the chip was excluded. Two of the chips, background and aspergillus, hade a very bad quality and were excluded. These chips were washed in the same washing station indicating that something was wrong with the equipment.


Filter Criteria

All probe sets with signal value <50 in all groups were excluded from analysis. Only probe sets that showed statistical significant up regulation (p<0.05) as compared to control, were included in the analysis. The remaining probe sets were ranked after fc,


Cell Cultivation

In the present study, a higher amount of glucose was needed to keep the cells growing. Otherwise, the cultivation conditions in the two studies were identical.


Batches of Allergen

Even though the allergens used in this study are standardized there might be a difference in composition between batches used for testing. These were different between the two studies.


Stability of the Cell Line


The cell line used in the two studies was taken from the same supplier and also from the same passage. However, the studies were performed 1.5 years apart and the stability of the cell line might differ,


HG-U95AV2 Affymetrix Probe Sequences

Information of the probe-sequences is reached at NETAFFX™ ANALYSIS CENTER (https://www.affymetrix.com/analysis/netaffx).


Original Sequence Source: GenBank

Probes for the following genes are listed:












Genes
















1
GIP2 (ISG15)


2
OASL


3
IFIT1


4
TRIM22


5
IFI44L


6
MXI


7
RSAD2


8
IFIT3


9
IFITM1


10
IFIT2


11
SPR


12
GNB2


13
XK


14
IFITM3


15
GPR15


16
MT1G


17
MT1B


18
MT1A


19
ADFP


20
IL-8


21
MT1E


22
MT1F


23
MT1H


24
SLC30A1


25
SERPINB2




























Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness
















Probe Set: HG-U95AV2: 1107_S_AT













AGAGGCAGCGAACTCATCTTTCCCA
369
467
 19
Antisense






GGCGGGCAACGAATTCCAGGTGTCC
465
511
117
Antisense





TCCCTGAGCACCTCCATGTCGGTGT
478
471
139
Antisense





TCCATGTCGGTGTCACAGCTGAAGG
562
331
151
Antisense





AGCTGAAGGCGCAGATCACCCAGAA
310
447
167
Antisense





ACGCCTTCCAGCAGCGTCTGGCTGT
590
375
203
Antisense





GCGTCTGGCTGTCCACCCCAGCGGT
313
599
216
Antisense





GGACAAATGCGACGAACCTCTGAGC
631
335
312
Antisense





CGAACCTCTGAGCATCCTGGTGAGG
354
397
324
Antisense





GACCGTGGCCCACCTGAAGCAGCAA
310
499
393
Antisense





ACCTGAAGCAGCAAGTGAGCGGGCT
506
575
404
Antisense





GACGACCTGTTCTGGCTGACCTTCG
615
511
442
Antisense





CTGGCTGACCTTCGAGGGGAAGCCC
484
423
453
Antisense





AGTACGGCCTCAAGCCCCTGAGCAC
470
515
503
Antisense





TGAGCACCGTGTTCATGAATCTGCG
230
631
521
Antisense





CTCCACCAGCATCCGACGAGGATCA
314
577
590
Antisense











Probe Set: HG-U9SAv2: 38432_AT













TGACGCAGACCGTGGCCCACCTGAA
180
457
452
Antisense






GACCGTGGCCCACCTGAAGCAGCAA
497
 73
459
Antisense





CTGGCTGACCTTCGAGGGGAAGCCC
453
117
519
Antisense





GGCTGACCTTCGAGGGGAAGCCCCT
518
633
521
Antisense





GAGTACGGCCTCAAGCCCCTGAGCA
366
 39
569
Antisense





CAAGCCCCTGAGCACCGTGTTCATG
 62
445
580
Antisense





GAGCACCGTGTTCATGAATCTGCGC
483
167
589
Antisense





CACCAGCATCCGAGCAGGATCAAGG
 13
489
660
Antisense





AGCATCCGAGCAGGATCAAGGGCCG
276
339
664
Antisense





CGAGCAGGATCAAGGGCCGGAAATA
607
221
670
Antisense





TCAAGGGCCGGAAATAAAGGCTGTT
472
631
679
Antisense





GGTAATTTACTTGCATGCCGCTGTT
494
223
761
Antisense





CATGCCGCTGTTTAAATGTACTGGA
166
329
774
Antisense





AGAACCGTTCCGATGGTATAGAAGC
510
593
820
Antisense





CGTGCGTCTAAATCCATGATGCATG
392
189
848
Antisense





TTGCTTTCCCAAAAGGGTGCCTGAT
549
555
936
Antisense




























Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness
















Probe Set: HG-U95AV2: 269_AT













ATGGACCTGCTCCTGGAGTATGAAG
575
297
  25
Antisense






CTGCTCCTGGAGTATGAAGTCATCT
493
303
  31
Antisense





TATGAAGTCATCTGTATCTACTGGA
496
353
  43
Antisense





TACTACACACTCCACAATGCAATCA
623
313
  73
Antisense





AGATGGGACATCGTTGCTCAGAGGG
427
423
 187
Antisense





GACATCGTTGCTCAGAGGGCCTCCC
586
413
 193
Antisense





CAGTGCCTGAAACAGGACTGTTGCT
378
423
 217
Antisense





CTGAAACAGGACTGTTGCTATGACA
503
511
 223
Antisense





TCCAGCTGGAACGTGAAGAGGGCAC
281
511
 265
Antisense





AGGGCACGAGACATCCACTTGACAG
405
583
 283
Antisense





ATCCACTTGACAGTGGAGCAGAGGG
352
503
 295
Antisense





CCAGGGGCTACTCTGGCCTGCAGCG
523
509
 391
Antisense





GCTACTCTGGCCTGCAGCGTCTGTC
449
353
 397
Antisense





CTGGCCTGCAGCGTCTGTCCTTCCA
391
505
 403
Antisense





TGCAGCGTCTGTCCTTCCAGGTTCC
406
501
 409
Antisense





AGGTTCCTGGCAGTGAGAGGCAGCT
376
557
 427
Antisense











Probe Set: HG-U95Av2: 34491_AT













CTTAGCCAAATATGGGATCTTCTCC
158
145
1255
Antisense






CCACACTCACATCTATCTGCTGGAG
 16
105
1279
Antisense





ACATCTATCTGCTGGAGACCATCCC
 97
187
1287
Antisense





CCCTCCGAGATCCAGGTCTTCGTGA
299
225
1310
Antisense





GATCCAGGTCTTCGTGAAGAATCCT
 72
263
1318
Antisense





AGGTCTTCGTGAAGAATCCTGATGG
259
543
1323
Antisense





CTTCGTGAAGAATCCTGATGGTGGG
288
617
1327
Antisense





TTGGGTCTGGGGATCTATGGCATCC
470
485
1480
Antisense





GGGATCTATGGCATCCAAGACAGTG
 61
505
1489
Antisense





GCATCCAAGACAGTGACACTCTCAT
431
 63
1499
Antisense





AGACAGTGACACTCTCATCCTCTCG
 28
 85
1506
Antisense





TGACACTCTCATCCTCTCGAAGAAG
 96
107
1512
Antisense





CCTCTCGAAGAAGAAAGGAGAGGCT
 73
255
1524
Antisense





CTCTGGGAGACTTCTCTGTACATTT
  1
263
1571
Antisense





GACTTCTCTGTACATTTCTGCCATG
 40
 31
1579
Antisense





GCCATGTACTCCAGAACTCATCCTG
 31
477
1598
Antisense




























Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness
















Probe Set: HG-U95AV2: 32814_AT













CATGAAACCAGTGGTAGAAGAAACA
 26
559
1194
Antisense






TGCAAGACATACATTTCCACTATGG
538
123
1220
Aritisense





CTATGGTCGGTTTCAGGAATTTCAA
525
613
1239
Antisense





AATAGAACAGGCATCATTAACAAGG
 29
483
1311
Antisense





CAGGCATCATTAACAAGGGATAAAA
196
333
1318
Antisense





CATTAGATCTGGAAAGCTTGAGCCT
107
537
1392
Antisense





AAGCTTGAGCCTCCTTGGGTTCGTC
 49
437
1405
Antisense





GCTTGAGCCTCCTTGGGTTCGTCTA
520
633
1407
Antisense





GCCTCCTTGGGTTCGTCTACAAATT
168
383
1413
Antisense





CCTCCTTGGGTTCGTCTACAAATTG
169
383
1414
Antisense





CGGGCCCTGAGACTGGCTGCTGACT
166
405
1475
Antisense





TGGCTGCTGACTTTGAGAACTCTGT
149
521
1488
Antisense





CTGCTGACTTTGAGAACTCTGTGAG
305
251
1491
Antisense





GACTTTGAGAACTCTGTGAGACAAG
112
419
1496
Antisense





TTGAGAACTCTGTGAGACAAGGTCC
298
207
1500
Antisense





ACTCTGTGAGACAAGGTCCTTAGGC
511
 33
1506
Antisense











Probe Set: HG-U95AV2: 915_AT













TAAGATCAGCCATATTTCATTTTCA
267
279
1041
Antisense






AGCCCACATTTGAGGTGGCTCATCT
386
253
1083
Antisense





AGGTGGCTCATCTAGACCTGGCAAG
277
439
1095
Antisense





CTCATCTAGACCTGGCAAGAATGTA
 44
377
1101
Antisense





CAATGCAAGACATACATTTCTACTA
525
 69
1203
Antisense





AAGACATACATTTCTACTATGGTCG
390
205
1209
Antisense





ATCTGGAAAGCTTGAGCCTCCTTGG
365
469
1383
Antisense





ATATGAATGAAGCCCTGGAGTACTA
320
339
1431
Antisense





ATGAGCGGGCCCTGAGACTGGCTGC
512
 89
1455
Antisense





TGGCTGCTGACTTTGAGAACTCTGT
150
521
1473
Antisense





TTGAGAACTCTGTGAGACAAGGTCC
470
  3
1485
Antisense





ACTCTGTGAGACAAGGTCCTTAGGC
510
 33
1491
Antisense





CTTAGGCACCCAGATATCAGCCACT
594
487
1509
Antisense





CACCCAGATATCAGCCACTTTCACA
329
345
1515
Antisense





GATATCAGCCACTTCACATTTCAT
304
297
1521
Antisense





TTATGCTAACATTTACTAATCATC
634
357
1551
Antisense




















Probe Set: HG-U95AV2: 36825_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





CTTGGTTTCACTAGTAGTAAACATT
228
231
2243
Antisense






CCTCTGCCCCTTAAAAGATTGAAGA
216
249
2362
Antisense





CTCTGCCCCTTAAAAGATTGAAGAA
431
107
2363
Antisense





TGCCCCTTAAAAGATTGAAGAAAGA
284
373
2366
Antisense





GCCCCTTAAAAGATTGAAGAAAGAG
283
373
2367
Antisense





CACGTTATCTAGCAAAGTACATAAG
227
233
2411
Antisense





CCTTCAGAATGTGTTGGTTTACCAG
349
539
2458
Antisense





GAATGTGTTGGTTTACCAGTGACAC
542
 33
2464
Antisense





ATGTGTTGGTTTACCAGTGACACCC
403
 25
2466
Antisense





TGGTTTACCAGTGACACCCCATATT
424
491
2472
Antisense





GGTTTACCAGTGACACCCCATATTC
405
303
2473
Antisense





TTTAATGCTCAGACTTTCTGAGGTC
 49
167
2551
Antisense





AATGCTCAGAGTTTCTGAGGTCAAA
321
213
2554
Antisense





CTCAGAGTTTCTGAGGTGAAATTTT
328
113
2558
Antisense





AGCCATTTCAATGTCTTGGGAAACA
145
161
2788
Antisense





GCCATTTCAATGTCTTGGGAAACAA
164
381
2789
Antisense




















Probe Set: HG-U95AV2: 36927_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





CAGCCCTGCATTTGAGATAAGTTGC
128
607
1487
Antisense






AAGTTGCCTTGATTCTGACATTTGG
198
581
1505
Antisense





CCTTGATTCTGACATTTGGCCCAGC
330
493
1511
Antisense





CCTGTACTGGTGTGCCGCAATGAGA
195
553
1535
Antisense





TTGACAGCCTGCTTCAGATTTTGCT
321
449
1571
Antisense





CAGCCTGCTTCAGATTTTGCTTTTG
184
609
1575
Antisense





TGCCTTCTGTCCTTGGAACAGTCAT
452
269
1607
Antisense





CTGTCCTTGGAACAGTCATATCTCA
592
401
1613
Antisense





AAGGCCAAAACCTGAGAAGCGGTGG
499
507
1644
Antisense





GGCTAAGATAGGTCCTACTGCAAAC
310
557
1668
Anhsense





AGATAGGTCCTACTGCAAACCACCC
593
397
1673
Antisense





CTGTGACATCTTTTTAAACCACTGG
365
375
1731
Antisense





TGTGACATCTTTTTAAACCACTGGA
403
291
1732
Antisense





ATAACACTCTATATAGAGCTATGTG
577
 83
1790
Antisense





CTCTATATAGAGCTATCTGAGTACT
319
339
1796
Antisense





GTATAGACATCTGCTTCTTAAACAG
452
333
1852
Antisense




























Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness
















Probe Set: HG-U95AV2: 39072_AT













GTTAAGTTCAGCACTTGTCTCATTT
424
539
2110
Antisense






GTTCAGCACTTGTCTCATTTTAATG
477
205
2115
Antisense





GCACTTGTCTCATTTTAATGTAAAG
555
 33
2120
Antisense





AGATTTGCTTCCATTTTCCTACAGG
473
611
2143
Antisense





TTTGCTTCCATTTTCCTACAGGCAG
438
271
2146
Antisense





GCTTCCATTTTCCTACAGGCAGTCT
424
411
2149
Antisense





AGGCAGTCTCTCTCTTCCTCACAGT
614
187
2165
Antisense





CTCACAGTCCCACTGTGCAGGTGCT
474
139
2182
Antisense





TCACAGTCCCACTGTGCAGGTGCTA
438
131
2183
Antisense





GTCCCACTGTGCAGGTGCTATTGTT
 92
509
2188
Antisense





CTGTGCAGGTGCTATTGTTACTCTT
260
567
2194
Antisense





TGTGCAGGTGCTATTGTTACTCTTA
241
457
2195
Antisense





GTGCTATTGTTACTCTTACGAATAT
540
183
2202
Antisense





TCTTCTAAGTGAAATTTCTAGCCTG
615
207
2244
Antisense





TAAGTGAAATTTCTAGCCTGCACTT
394
467
2249
Antisense





CTGCACTTTGATGTCATGTGTTCCC
529
171
2266
Antisense











Probe Set: HG-U95AV2: 654_AT













ATCTATTTTGATGCAGCATTTGATA
488
577
1917
Antisense






ACCTCAGTCTTTATAGTGCACAAAA
455
471
1959
Antisense





TTACCAGCTTTTAACCATCTGATAT
354
451
2049
Antisense





GCTTTTAACCATCTGATATCTATAG
406
397
2055
Antisense





GTAGACACACTATCATAGTTAACAT
441
355
2079
Antisense





ACACTATCATAGTTAACATAGTTAA
599
289
2085
Antisense





TAGTTAAGTTCAGCACTTGTCTCAT
545
545
2103
Antisense





AGTTCAGCACTTGTCTCATTTTAAT
522
403
2109
Antisense





TGTAAAGATTTGCTTCCATTTTCCT
495
521
2133
Antisense





CTTCCATTTTCCTACAGGCAGTCTC
425
411
2145
Antisense





CACTGTGCAGGTGCTATTGTTACTC
453
341
2187
Antisense





TTTCTAGCCTGCACTTTGATGTCAT
398
471
2253
Antisense





GCCTGCACTTTGATGTCATGTGTTC
446
477
2259
Antisense





ACTTTGATGTCATGTGTTCCCTTTG
592
253
2265
Antisense





TGTGTTCCCTTTGTCTTTCAAACTC
293
565
2277
Antisense





TCTTGGAGACCTTACCCCTGGCTGT
382
591
2343
Antisense











Probe Set: HG-U95AV2: 748_S_AT













AATCGACGAGCTCATCTGCGCCTTT
599
209
136
Antisense






TGCGCCTTTGTTTAGAACGCTTAAA
527
569
152
Antisense





GATTCCACTAGGACCAGACTGCACC
500
537
183
Antisense





CGGCACACAACACTTGGTTTGCTCA
559
355
208
Antisense





CCAGCTCGAGAATTTGGAACGAGAA
470
573
288
Antisense





TGGAACAGCTGCAGGGTCCTCAGGA
321
549
335
Antisense





ATACGAATGGACAGCATTGGATCAA
464
553
370
Antisense





CAGATCGTTCTGATTCAGAGCGAGA
582
563
404
Antisense





GAAAGCACAGAGTTGTCCCATGGAG
276
561
448
Antisense





ACCAGCATCAGTCAGATTGATGACC
607
325
493
Antisense





TATTGGGAGTGACGAGGGTTACTCC
599
345
534
Antisense





CAGTGCCAGTGTCAAACTTTCATTC
519
631
558
Antisense





AGCATGACATAACAGTGCAGGGCAA
474
311
597
Antisense





TTCACTGGGCCAATTCAATACAAAC
486
395
626
Antisense





CAAACAATCTCTTAAAATGGGTTCA
581
245
646
Antisense





GGTTCATGATGCAGTCTCCTCTTTA
371
465
665
Antisense




















Probe Set: HG-U95AV2: 38549_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





GTGGTACCTGTTGTGTCCCTTTCTC
539
603
2604
Antisense






TGTAGTTGAGTAGCTGGTTGGCCCT
119
365
2759
Antisense





GTTGAGTAGCTGGTTGGCCCTACAT
 74
417
2763
Antisense





AGAGAGTGCCTGGATTTCATGTCAG
  9
 59
2877
Antisense





CCTGGATTTCATGTCAGTGAAGCCA
 16
 69
2885
Antisense





CTCTGAGTCAGTTGAAATAGGGTAC
264
537
2937
Antisense





TAGGGTACCATCTAGGTCAGTTTAA
199
321
2954
Antisense





ACCATCTAGGTCACTTTAAGAAGAG
221
125
2960
Antisense





AGTCAGCTCAGAGAAAGCAAGCATA
 68
129
2983
Antisense





GTCAGCTCAGAGAAAGCAAGCATAA
 98
115
2984
Antisense





AAATGTCACGTAAACTAGATCAGGG
 60
 83
3013
Antisense





AATGTCACGTAAACTAGATCAGGCA
 49
535
3014
Antisense





CTCTCCTTGTGGAAATATCCCATCC
187
235
3047
Antisense





TGGAAATATCCCATGCAGTTTGTTG
136
227
3056
Antisense





TATCCCATGCAGTTTGTTGATACAA
 43
 25
3062
Antisense





CCCATGCAGTTTGTTGATACAACTT
 49
 67
3065
Antisense




















Probe Set: HG-U99AV2: 38584_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





TATTTTCCTGTCAGCATCTGAGCTT
142
 55
1472
Antisense






CAGCATCTGAGCTTGAGGATGGTAG
  8
411
1483
Antisense





GGCCAGGGCGCAGTCAGCTCCAGTC
303
 89
1518
Antisense





CGCAGTCAGCTCCAGTCCCAGAGAG
167
 21
1526
Antisense





AGTCAGCTCCAGTCCCAGAGAGCTC
 95
 35
1529
Antisense





CCAGAGAGCTCCTCTCTAACTCAGA
107
 39
1543
Antisense





GCTCCTCTCTAACTCAGAGCAACTG
 59
 89
1550
Antisense





CTCTAACTCAGAGCAACTGAACTGA
 17
447
1556
Antisense





CTCAGAGCAACTGAACTGAGACAGA
240
  1
1562
Antisense





CTGAACTGAGACAGAGGAGGAAAAC
201
565
1572
Antisense





AACAGAGCATCAGAAGCCTGCAGTG
 47
109
1594
Antisense





ATCAGAAGCCTGCAGTGGTGGTTGT
109
351
1602
Antisense





CCCAACCTGGGATTGCTGAGCAGGG
260
 75
1657
Antisense





CAGGGAAGCTTTGCATGTTGCTCTA
112
173
1677
Antisense





AGCTTTGCATGTTGCTCTAAGGTAC
 28
 75
1683
Antisense





GCATGTTGCTCTAAGGTACATTTT
 36
 65
1689
Antisense




























Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness
















Probe Set: HG-U95AV2: 675_AT













TTCCCCAAAGCCAGAAGATGCACAA
403
569
312
Antisense






TCTTCTTGAACTGGTGCTGTCTGGG
154
491
462
Antisense





GATTCATCCTGTCACTGGTATTCCG
168
635
624
Antisense





TCCTGTCACTGGTATTCGGCTCTGT
  2
631
630
Antisense





TATTCGGCTCTGTGACAGTCTACCA
267
555
642
Antisense





TGACAGTCTACCATATTATGTTACA
340
629
654
Antisense





TCTACCATATTATGTTACAGATAAT
410
481
660
Antisense





CCTGCAACCTTTGCACTCCACTGTG
396
375
720
Antisense





ACCTTTGCACTCCACTGTGCAATGC
200
399
726
Antisense





GCACTCCACTGTGCAATGCTGGCCC
381
315
732
Antisense





CTGGCCCTGCACGCTGGGGCTGTTG
 56
631
750
Antisense





CTGGCCCTAGATACAGCAGTTTATA
151
527
792
Antisense





ACAGCAGTTTATACCCACACACCTG
481
237
804
Antisense





GTTTATACCCACACACCTGTCTACA
605
135
810
Antisense





ACCCACACACCTGTCTACAGTGTCA
533
149
816
Antisense





ACACCTGTCTACAGTGTCATTCAAT
394
187
822
Antisense











Probe Set: HG-U95AV2: 676_G_AT













GACCATGTCGTCTGGTCCCTGTTCA
463
283
431
Antisense






CATGTCGTCTCGTCCCTGTTCAACA
618
349
434
Antisense





TCGTCTGGTCCCTGTTCAACACCCT
509
 89
438
Antisense





TCTGGTCCCTGTTCAACACCCTCTT
416
381
441
Antisense





GGGCTTCATAGCATTCGCCTACTCC
 64
615
484
Antisense





GCTTCATAGCATTCGCCTACTCCGT
509
121
486
Antisense





ATAGCATTCGCCTACTCCGTGAAGT
550
127
491
Antisense





GCATTCGCCTACTCCGTGAAGTCTA
409
573
494
Antisense





GCCTACTCCGTGAAGTCTAGGGACA
478
287
500
Antisense





TACTCCGTGAAGTCTAGGGACAGGA
494
503
503
Antisense





CTCCGTGAAGTCTAGGGACAGGAAG
230
433
505
Antisense





GCGACGTGACCCGGGCCCAGGCCTA
422
451
537
Antisense





CACCGCCAAGTGCCTGAACATCTGG
187
603
568
Anhsense





CGCCAAGTGCCTGAACATCTGGGCC
549
403
571
Antisense





CCAAGTGCCTGAACATCTGGGCCCT
520
221
573
Antisense





AGTGCCTGAACATCTGGGCCCTGAT
357
525
576
Antisense




























Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness
















Probe Set: HG-U95AV2: 908_AT













AAATTGCCAAAATGCGACTTTCTAA
467
609
1262
Antisense






CCAAAATGCGACTTTCTAAAAATGG
463
449
1268
Antisense





AAATGCGACTTTCTAAAAATGGAGC
564
449
1271
Antisense





TGCGACTTTCTAAAAATGGAGCAGA
427
387
1274
Antisense





GAGCACATTCTGACCCTTTGCATGT
412
423
1292
Antisense





ATTCTGAGGCTTTGCATGTCTTGGC
277
509
1298
Antisense





CTGAGGCTTTGCATGTCTTGGCATT
482
609
1301
Antisense





AGGCTTTGCATGTCTTGGCATTCCT
580
555
1304
Antisense





CTTTGCATGTCTTGGCATTCCTTCA
445
399
1307
Antisense





ATGTCTTGGCATTCCTTCAGGAGCT
513
587
1313
Antisense





TCTTGGCATTCCTTCAGGAGCTGAA
262
541
1316
Antisense





CATTCCTTCAGGAGCTGAATGAAAA
451
433
1322
Antisense





AAATGCAACAAGCAGATGAAGACTC
236
559
1346
Antisense





GTTTGGAGTCTGGAAGCCTCATCCC
308
467
1379
Antisense





AGTCTGGAAGCCTCATCCCTTCAGC
350
555
1385
Antisense





CTGGAAGCCTCATCCCTTCAGCATC
389
451
1388
Antisense











Probe Set: HG-U9SAV2: 909)G_AT













CAAAGCGATTGAACTGCTTAAAAAG
541
247
 804
Antisense






TTGCCAAATTGGGTGCTGCTATAGG
541
579
 864
Antisense





GCAAAAGTCTTCCAAGTAATGAATC
317
635
 889
Antisense





AACTAATAGGACACGCTGTGGCTCA
524
341
 953
Antisense





AAGCTGATGAGGCCAATGATAATCT
461
463
 986
Antisense





TCCGTGTCTGTTCCATTCTTGCCAG
517
303
1013
Antisense





GCCTCCATGCTCTAGCAGATCAGTA
474
563
1037
Antisense





TCTAGCAGATCAGTATGAAGACGCA
558
301
1047
Antisense





TACTTCCAAAAGGAATTCAGTAAAG
382
429
1078
Antisense





AGCTTACTCCTGTAGCGAAACAACT
622
445
1103
Antisense





TGTAGCGAAACAACTGCTCCATCTG
450
563
1113
Antisense





AACTGCTCCATCTGCGGTATGGCAA
517
411
1124
Antisense





ATCTGCGGTATGGCAACTTTCAGCT
458
425
1133
Antisense





GGCAACTTTCAGCTGTACCAAATGA
578
467
1144
Antisense





CAGCTGTACCAAATGAAGTGTGAAG
563
217
1153
Antisense





GACAAGGCCATCCACCACTTTATAG
580
491
1177
Antisense




















Probe Set: HG-U95AV2: 32108_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





AGCCCATGTTTTTGGCTTCCTGAAC
432
397
 824
Antisense






CATGTTTTTGGCTTCCTGAACCTTT
304
143
 828
Antisense





ACACCCTGCCATAGGGGCAGTCCTG
 39
327
 896
Antisense





TAGAAGCATTCATGCCTGCTGCCCT
 66
325
 930
Antisense





TGCCCTCAGGCACAGCCAGCTGTGA
102
147
 954
Antisense





CACCCTGGGTTATAAGGAGGCTTAG
 30
309
1025
Antisense





TTATGGGTATTGGTGTCTCTATCCC
322
225
1058
Antisense





GTCTCTATCCCCAGGAATAGAACTT
222
 95
1072
Antisense





TATCCCCAGGAATAGAACTTAAGGG
267
361
1077
Antisense





AGAGGAGGTTGTGTCTCTTGCTCAT
230
143
1138
Antisense





CATAGCAAGCCTGTGGGTAGAGGAA
398
 51
1160
Antisense





TGATCTGGTGTCGAATAGGAGGACC
 53
105
1189
Antisense





TCTGGTGTCGAATAGGAGGACCCAT
615
 15
1192
Antisense





ATAGGAGGACCCATGTAGATTCGCA
180
155
1203
Antisense





TGTAGATTCGCAGATGGCCTGGATG
 96
181
1216
Antisense





AGCCCACATAGATGCCCCTTGCTGA
 40
107
1268
Antisense




























Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness
















Probe Set: HG-U95AV2: 38831_F_AT













GGCTACGACGACTTCAACTGCAACA
126
315
1133
Antisense






GCTACGACGACTTCAACTGCAACAT
511
 21
1134
Antisense





CCTTCCTCAAGATCTGGAACTAATG
315
223
1287
Antisense





CTTCCTCAAGATCTGGAACTAATGG
429
 15
1288
Antisense





TTCCTCAAGATCTGGAACTAATCGC
417
145
1289
Antisense





TCCTCAACATCTCGAACTAATCGCC
407
111
1290
Antisense





CCTCAAGATCTGGAACTAATGGCCC
408
111
1291
Antisense





CTCAAGATCTGGAACTAATGGCCCC
498
541
1292
Antisense





GCAGGAGGCCCTCATCCTTCTGCTG
142
295
1528
Antisense





TCATCCTTCTGCTGCCCTCGGGTTC
 37
507
1539
Antisense





CAGTTTTTCCATAAAGCAGCCAATT
612
369
1659
Antisense





CATAAAGGACCCAATTCCAACTCTG
459
133
1668
Antisense











Probe Set: HG-U95AV2: 38832_R_AT













TCCCGGGGCCCCCACTGTGGAGATA
564
225
1473
Antisense






CGGGCCCCCACTGTGGAGATAAGAA
280
621
1477
Antisense





CCCCCACTGTGGAGATAAGAAGGGG
427
 15
1481
Antisense





AGGAGCAGGAGGCCCTCATCCTTCT
377
237
1524
Antisense





GAGCAGGAGGCCCTCATCCTTCTGC
175
355
1526
Antisense





CAGGAGGCCCTCATCCTTCTGCTGC
141
295
1529
Antisense





AGGCCCTCATCCTTCTGCTGCCCTG
252
221
1533
Antisense





CCTCATCCTTCTGCTGCCCTGGGGT
317
323
1537
Antisense





CTTCTGCTGCCCTGGGGTTGGGGCC
369
171
1544
Antisense





TCTGCTGCCCTGGGGTTGGGGCCTC
173
411
1546
Antisense





TGCTGCCCTGGGGTTGGGGCCTCAC
252
579
1548
Antisense





GCTGCCCTGGGGTTGGGGCCTCACC
253
579
1549
Antisense





TTTATTATATTTTCAGTTTTTCCAT
 53
431
1646
Antisense





TATTATATTTTCAGTTTTTCCATAA
 48
431
1648
Antisense





TTATATTTTCAGTTTTTCCATAAAG
128
581
1650
Antisense





TATTTTCAGTTTTTCCATAAAGGAG
149
469
1653
Antisense




















Probe Set: HG-U9SAV2: 40647_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





TCTTTGGTCTTCTCGACACGTGCCC
310
175
4757
Antisense






GTCTTCTCGACAGGTGCCCTTTCTC
 88
371
4763
Antisense





CCACTGAATCTGAGAAAGTACTTTC
377
129
4847
Antisense





TGGAAACCACCTTAAAACATTAGTG
537
305
5056
Antisense





CACCTTAAAACATTAGTGCTATGGT
138
479
5063
Antisense





ACCTTAAAACATTAGTGCTATGGTT
139
479
5064
Antisense





GTGTATGTGCCAGTACTTACCAGTC
550
149
5093
Antisense





ATGTGCCAGTACTTACCAGTCAATG
428
121
5097
Antisense





TGCCAGTACTTACCAGTCAATGCAT
272
491
5100
Antisense





ACCAGTCAATGCATTGTGGATATGA
421
 51
5111
Antisense





GGATATGAGCTTTCGTTGACTGCTT
355
155
5128
Antisense





TATGAGCTTTCGTTGACTGCTTCTC
408
 21
5131
Antisense





AGCTTTCGTTGACTGCTTCTCTGCA
  2
383
5135
Antisense





TTCGTTGACTGCTTCTCTGCAGTCG
281
189
5139
Antisense





TTGACTGCTTCTCTGCAGTCGTTGA
111
303
5143
Antisense





CTCTGCAGTCGTTGATGCTAATAAA
 80
407
5153
Antisense




















Probe Set: HG-U95AV2: 41745_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





CTTCTCTCCTGTCAACAGTGGCCAG
476
135
274
Antisense






CCGACCATGTCGTCTGGTCCCTGTT
353
601
420
Antisense





GACCATGTCGTCTGGTCCCTGTTCA
464
283
422
Antisense





CCATGTCGTCTGGTCCCTGTTCAAC
387
409
424
Antisense





CATGTCGTCTGGTCCCTGTTCAACA
619
349
425
Antisense





CGGAGCCGAGTCCTGTATCAGCCCT
 51
591
788
Antisense





GAGCCGAGTCCTGTATCAGCCCTTT
481
477
790
Antisense





GCCGAGTCCTGTATCAGCCCTTTAT
281
601
792
Antisense





CCGAGTCCTGTATCAGCCCTTTATC
282
601
793
Antisense





GAGTCCTGTATCAGCCCTTTATCCT
131
515
795
Antisense





TTCTACAATGGCATTCAATAAAGTG
265
363
829
Antisense





CTACAATGGCATTCAATAAAGTGCA
572
 79
831
Antisense





TACAATGGCATTCAATAAAGTGCAC
357
253
832
Antisense





CAATGGCATTCAATAAAGTGCACGT
243
435
834
Antisense





ATTCAATAAAGTGCACGTGTTTCTG
594
285
841
Antisense





TCAATAAAGTGCACGTGTTTCTGGT
499
573
843
Antisense




















Probe Set: HG-U95AV2: 31426_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





GTTGCCTACTCTTCTGTCCAGGGAG
335
347
507
Antisense






ATACTGTGCAGACAAAAAGGCAACT
 41
357
555
Antisense





GGCAACTCCAATTAAACTCATATGG
188
185
573
Antisense





TCCCTGGTGGCCTTAATTTTCACCT
277
449
598
Antisense





TTTGTCCCTTTGTTGAGCATTGTGA
360
 31
625
Antisense





TACCAGCAATCAGGAAAGCACAACA
 32
119
688
Antisense





TAAAGATCATCTTTATTGTCGTGGC
158
259
731
Antisense





TTTCTTGTCTCCTGGCTGCCCTTCA
212
173
760
Antisense





GGCTGCCCTTCAATACTTTCAAGTT
 91
149
773
Antisense





GTTCCTGGCCATTGTCTCTGGGTTG
466
213
795
Antisense





GTGAGTGGACCCTTGGCATTTGCCA
240
 17
868
Antisense





GGCATTTGCCAACAGCTGTGTCAAC
246
389
882
Antisense





ATATCTTCGACAGCTACATCCGCCG
345
199
920
Antisense





ATCTTCGACAGCTACATCCGCCGGG
207
 81
922
Antisense





CGCCGGGCCATTGTCCACTGCTTGT
160
281
940
Antisense





GACTTTGGGAGTAGCACTGAGACAT
 60
239
985
Antisense




















Probe Set: HG-U95AV2: 926_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





TTCCCTTCTCGCTTGGGAACTCTAG
566
443
 43
Antisense






TTCTCGCTTCGGAACTCTAGTCTCG
305
603
 48
Antisense





TCGCTTGGGAACTCTAGTCTCGCCT
217
429
 51
Antisense





CGCTTGGGAACTCTAGTCTCGCCTC
218
429
 52
Antisense





GCTTGGGAACTCTAGTCTCGCCTCG
570
559
 53
Antisense





TTGGGAACTCTAGTCTCGCCTCGGG
144
453
 55
Antisense





TGGGAACTCTAGTCTCGCCTCGGGT
340
235
 56
Antisense





GGGAACTCTAGTCTCGCCTCGGGTT
630
605
 57
Antisense





AGCCCTGCTCCCAAGTACAAATAGA
380
515
280
Antisense





CCTGCTCCCAAGTACAAATAGAGTG
221
457
283
Antisense





TGCTCCCAAGTACAAATAGAGTGAC
528
141
285
Antisense





CTCCCAAGTACAAATAGAGTGACCC
434
203
287
Antisense





TCCCAAGTACAAATAGAGTGACCCG
330
323
288
Antisense





ATAGAGTCACCCGTAAAATCTAGGA
541
357
300
Antisense





TAGAGTGACCCGTAAAATCTAGGAT
407
617
301
Antisense





GTTTTTTGCTACAATCTTGACCCCT
503
479
331
Antisense




















Probe Set: HG-U9SAV2: 609_F_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





ACTGCTCCTGCACCACAGGTGGCTC
290
523
 23
Antisense






CTGCACCACAGGTGGCTCCTGTGCC
300
497
 30
Anfisense





CACAGGTGGCTCCTGTGCCTGCGCC
597
215
 36
Antisense





CTGCGCCGGCTCCTGCAAGTGCAAA
387
615
 54
Antisense





GGCTCCTGCAAGTGCAAAGAGTGCA
424
605
 61
Antisense





AGTGCAAATGTACCTCCTGCAAGAA
598
463
 80
Antisense





AAATGTACCTCCTGCAAGAAGTGCT
461
617
 85
Antisense





TACCTCCTGCAAGAAGTGCTGCTGC
590
457
 90
Antisense





CTGCAAGAAGTGCTGCTGCTCTTGC
605
583
 96
Antisense





GCTGCTGCTCTTGCTGCCCCGTGGG
365
479
107
Antisense





TGCTGCCCCGTGGGCTGTGCCAAGT
380
539
118
Antisense





CCCCGTGGGCTGTGCCAAGTGTGCC
171
623
123
Antisense





GCTGTGCCAAGTGTGCCCAGGGCTG
372
495
131
Antisense





TGTGCCCAGGGCTGTGTCTGCAAAG
608
267
142
Antisense





CCAGGGCTGTGTCTGCAAAGGCTCA
561
501
147
Antisense





GCTGTGTCTGCAAAGGCTCATCAGA
400
419
152
Antisense




















Probe Set: HG-U95AV2: 31623_F_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





ACTCCTGCAAGAAGAGCTGCTGCTC
169
 49
 92
Antisense






CTCCTGCAAGAAGAGCTGCTGCTCC
204
221
 93
Antisense





TCCTGCAAGAAGAGCTGCTGCTCCT
  3
239
 94
Antisense





CCTGCAACAAGAGCTGCTGCTCCTG
  4
239
 95
Antisense





GCAAGAAGAGCTGCTGCTCCTGCTG
265
 55
 98
Antisense





CAAGAAGAGCTGCTGCTCCTGCTGC
264
 55
 99
Antisense





AGAAGAGCTGCTGCTCCTGCTGCCC
262
 53
101
Antisense





CTGCTGCCCCATGAGCTGTGCCAAG
349
 23
117
Antisense





TGCCCCATGAGCTGTGCCAAGTGTG
225
 77
121
Antisense





CCCCATGAGCTGTGCCAAGTGTGCC
224
 77
123
Antisense





ATGAGCTGTGCCAAGTGTGCCCAGG
247
 65
127
Antisense





CTGTGCCAAGTGTGCCCAGGGCTGC
  5
467
132
Antisense





CCAAGTGTGCCCAGGGCTGCATATG
112
147
137
Antisense





TGTGCCCAGGGCTGCATATGCAAAG
277
133
142
Antisense





TGCCCAGGGCTGCATATGCAAAGGG
254
259
144
Antisense





CCCAGGGCTGCATATGCAAAGGGGC
253
259
146
Antisense




















Probe Set: HG-U95AV2: 34378_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





ATCCTCAGCTGACTGAGTCTCAGAA
190
477
1335
Antisense






CTGAGTCTCAGAATGCTCAGGACCA
268
487
1347
Antisense





CTCAGAATGCTCAGGACCAAGGTGC
219
571
1353
Antisense





ATGCTCAGGACCAAGGTGCAGAGAT
634
129
1359
Antisense





GCCAGGAGACCCAGCGATCTGAGCA
610
 39
1395
Antisense





CCTATCACTAGTGCATGCTGTGGCC
567
193
1440
Antisense





GCTGTGGCCAGACAGATGACACCTT
144
585
1456
Antisense





CAGATGACACCTTTTGTTATGTTGA
324
329
1468
Antisense





TGAAATTAACTTGCTAGGCAACCCT
542
295
1490
Antisense





ACTTGCTAGGCAACCCTAAATTGGG
607
305
1498
Antisense





GCTAGGCAACCCTAAATTGGGAAGC
408
433
1502
Antisense





TGTCTGCTCTGGTGTGATCTGAAAA
184
475
1775
Antisense





CTCTGGTGTGATCTGAAAAGGCGTC
443
249
1781
Antisense





CTGAAAAGGCGTCTTCACTGCTTTA
179
585
1793
Antisense





AGGCGTCTTCACTGCTTTATCTCAT
594
343
1799
Antisense





CACTGCTTTATCTCATGATGCTTGC
232
471
1808
Antisense




























Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness
















Probe Set: HG-U95AV2: 1369_S_AT













TTTTCCTAGATATTGCACGGGAGAA
256
535
 674
Antisense






TATCCGAACTTTAATTTCAGGAATT
427
505
 736
Antisense





AATGGGTTTGCTAGAATGTGATATT
618
465
 762
AnUsense





TTTTGCCATAAAGTCAAATTTAGCT
469
495
 820
Antisense





TTTTCTGTTAAATCTGGCAACCCTA
592
553
 860
Antisense





TTAAATCTGGCAACCCTAGTCTGCT
564
505
 867
Antisense





CTGGCAACCCTAGTCTGCTAGCCAG
386
547
 873
Antisense





CCCTAGTCTGCTAGCCAGGATCCAC
635
621
 880
Antisense





GCTAGCCAGGATCCACAAGTCCTTG
515
623
 889
Antisense





AGGATCCACAAGTCCTTGTTCCACT
604
557
 896
Antisense





CACAAGTCCTTGTTCCACTGTGCCT
317
547
 902
Antisense





CCTTGTTCCACTGTGCCTTGGTTTC
630
205
 909
Antisense





AAAGTATTAGCCACCATCTTACCTC
552
529
 954
Antisense





AGCCACCATCTTACCTCACAGTGAT
609
453
 962
Antisense





ACATGTGGAAGCACTTTAAGTTTTT
347
565
 996
Antisense





TTTAAGTTTTTTCATCATAACATAA
350
627
1010
Antisense











Probe Set: HG-U9SAV2: 35372_R_AT













TATTTGTGCAAGAATTTGGAAAAAT
528
 79
1098
Antisense






TAAATTTCAATCAGGGTTTTTAGAT
446
621
1207
Antisense





CCCAGTTAAATTTTCATTTCAGATA
254
515
1254
Antisense





AGTACATTATTGTTTATCTGAAATT
637
315
1303
Antisense





TAATTGAACTAACAATCCTAGTTTG
369
617
1329
Antisense





TGAACTAACAATCCTAGTTTGATAC
351
319
1333
Antisense





ACTAACAATCCTAGTTTCATACTCC
110
591
1336
Antisense





ACAATCCTAGTTTGATACTCCCAGT
569
587
1340
Antisense





ATCCTAGTTTGATACTCCCAGTCTT
433
511
1343
Antisense





TGGTAGTGCTGTGTTGAATTACGGA
549
635
1385
Antisense





TATTAAAACAGCCAAAACTCCACAG
 22
601
1425
Antisense





CAGCCAAAACTCCACAGTCAATATT
 95
613
1433
Antisense





CCAAAACTCCACAGTCAATATTAGT
485
633
1436
Antisense





ATATTAGTAATTTCTTGCTGGTTGA
230
573
1453
Antisense





TTAGTAATTTCTTGCTGGTTGAAAC
444
503
1456
Antisense





GTAATTTCTTGCTGGTTGAAACTTG
557
487
1459
Antisense




















Probe Set: HG-U95AV2: 36130_F_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





GCATCCCCTTTGCTCGAAATGGACC
328
405
131
Antisense






TGCTCGAAATGGACCCCAACTGCTC
376
455
141
Antisense





GAAATGGACCCCAACTGCTCTTGCG
361
265
146
Antisense





AAATGCACCCCAACTGCTCTTGCGC
360
265
147
Antisense





TGCTCTTGCGCCACTGGTGGCTCCT
163
515
161
Antisense





GCCACTGGTGGCTCCTGCACGTGCG
496
279
170
Antisense





ACTGGTGGCTCCTGCACGTGCGCCG
564
365
173
Antisense





ACGTGCGCCGGCTCCTGCAAGTGCA
589
495
188
Antisense





TGCGCCGGCTCCTGCAAGTGCAAAG
390
217
191
Antisense





TCCTGCAAGTGCAAAGAGTGCAAAT
  4
613
200
Antisense





CATCGGAGAAGTGCAGCTGCTGTGC
294
493
319
Antisense





GAAGTGCAGCTGCTGTGCCTGATGT
416
337
326
Antisense





AAGTGCAGCTGCTGTGCCTGATGTG
415
337
327
Antisense





AGCTGCTGTGCCTGATGTGGGAACA
330
427
333
Antisense





CTGTGCCTGATGTGGGAACAGCTCT
297
383
338
Antisense





ATGTGGGAACAGCTCTTCTCCCAGA
617
351
347
Antisense




















Probe Set: HG-U9SAV2: 31622_F_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





GTGTCTCCTGCACCTGCGCTGGTTC
290
 75
 41
Antisense






TGCACCTGCGCTGGTTCCTGCAAGT
136
245
 49
Antisense





TCCTGCAAGTGCAAAGAGTGCAAAT
236
103
 64
Antisense





AGAGTGCAAATGCACCTCCTGCAAG
302
111
 78
Antisense





GCAAATGCACCTCCTGCAAGAAGAG
182
279
 83
Antisense





AAATGCACCTCCTGCAAGAAGAGCT
194
115
 85
Antisense





CTCCTGCAAGAAGAGCTGCTGCTCC
203
221
 93
Antisense





TCCTGCAAGAAGAGCTGCTGCTCCT
  2
239
 94
Antisense





CCTGCAAGAAGAGCTGCTGCTCCTG
  1
241
 95
Antisense





AGAAGAGCTGCTGCTCCTGCTGCCC
261
 53
101
Antisense





CCTGCTGCCCCGTGGGCTGTAGCAA
396
151
116
Antisense





CCCCGTGGGCTGTAGCAAGTGTGCC
319
353
123
Antisense





CCCGTGGGCTGTAGCAAGTGTGCCC
 34
451
124
Antisense





CCGTGGGCTGTAGCAAGTGTGCCCA
546
349
125
Antisense





CTGTAGCAAGTGTGCCCAGGGCTGT
  4
467
132
Antisense





TGTGCCCAGGGCTGTGTTTGCAAAG
222
341
142
Antisense




















Probe Set: HG-U95AV2: 39594_F_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





GGAACTCCAGTCTCACCTCGGCTTG
221
207
 43
Antisense






TCCAGTCTCACCTCGGCTTGCAATG
284
349
 48
Antisense





CTCGGCTTGCAATGGACCCCAACTG
311
531
 59
Antisense





TCGGCTTGCAATGGACCCCAACTGC
225
295
 60
Antisense





CTCCTGCGAGGCTGGTGGCTCCTGC
 46
 87
 84
Antisense





GGCTCCTGCAAGTGCAAAAAGTGCA
218
 33
118
Antisense





TCCTGCAAGTGCAAAAAGTGCAAAT
135
285
121
Antisense





AAAGTGCAAATGCACCTCCTGCAAG
251
 55
135
Antisense





GCAAATGCACCTCCTGCAAGAAGAG
 18
  7
140
Antisense





AAATGCACCTCCTGCAAGAAGAGCT
193
115
142
Antisense





CTCCTGCAAGAAGAGCTGCTGCTCC
 80
 51
150
Antisense





TCCTGCAAGAAGAGCTGCTGCTCCT
  1
239
151
Antisense





GAAGAGCTGCTGCTCCTGTTGCCCC
 31
277
159
Antisense





TGCCCCCTGGGCTGTGCCAAGTGTG
 10
603
178
Antisense





GTGCCCAGGGCTGCATCTGCAAAGG
276
133
200
Antisense





CCCAGGGCTGCATCTGCAAAGGGGC
 25
117
203
Antisense




















Probe Set: HG-U95AV2: 34759_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





CAAATTGCCATGTTATGGTTCTGCC
217
345
1877
Antisense






GCCATGTTATGGTTCTGCCTTGAAA
253
285
1883
Antisense





TATGGTTCTGCCTTGAAACAGCACA
268
221
1890
Antisense





CTTGAAACAGCACAATGAAGTGTAT
463
103
1901
Antisense





TGAAACAGCACAATGAAGTGTATCA
142
435
1903
Antisense





TCTTCTGTTGCCTGTCCTTTGGGCC
465
107
1972
Antisense





TTGCCTGTCCTTTGGGCCAGATGTG
510
167
1979
Antisense





TTCATGACTGTGTGTTATTTTCCAA
567
281
2095
Antisense





TGACTGTGTGTTATTTTCCAAAGCT
 72
479
2099
Antisense





TGTGTTATTTTCCAAAGCTGTTCCT
244
337
2105
Antisense





GTGTTATTTTCCAAAGCTGTTCCTA
245
337
2106
Antisense





AAAGCTGTTCCTACCTCACCATGAG
179
389
2118
Antisense





AGCTGTTCCTACCTCACCATGAGGC
541
189
2120
Antisense





GTTCCTACCTCACCATGAGGCTTTA
217
611
2124
Antisense





TACCTCACCATGAGGCTTTATGGAT
498
 39
2129
Antisense





TCACCATGAGGCTTTATGGATTGTT
436
237
2133
Antisense




















Probe Set: HG-U95AV2: 37185_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
V
Interrogation
Strandedness





CTCACCCTAAAACTAAGCGTGCTGC
106
119
1324
Antisense






AAACTAAGCGTGCTGCTTCTGCAAA
105
321
1333
Antisense





AGCGTGCTGCTTCTGCAAAAGATTT
581
 29
1339
Antisense





CTGCTTCTGCAAAAGATTTTTGTAG
  7
477
1345
Antisense





TTTTTGTAGATGAGCTGTGTGCCTC
268
 93
1361
Antisense





TTTGTAGATGAGCTCTGTGCCTCAG
 80
331
1363
Anhsense





GTGTGCCTCAGAATTGCTATTTCAA
141
243
1377
Antisense





GCCTCAGAATTGCTATTTCAAATTG
 77
399
1381
Antisense





TCATTTGGTCTTCTAAAATGGGATC
316
571
1526
Antisense





TTGGTCTTCTAAAATGGGATCATGC
460
471
1530
Antisense





GGGATCATGCCCATTTAGATTTTCC
263
189
1545
Antisense





GGATCATGCCCATTTAGATTTTCCT
 18
237
1546
Antisense





TTGCTCACTGCCTATTTAATGTAGC
267
 29
1648
Antisense





GCTCACTGCCTATTTAATGTAGCTA
354
 23
1650
Antisense





GCCTTTAATTGTTCTCATAATGAAG
443
105
1722
Antisense





AGTAGGTATCCCTCCATGCCCTTCT
603
361
1751
Antisense




















Probe Set: HG-U95AV2: 37536_AT

















Position




Probe
Probe
Probe
Target


Probe Sequences (5′-3′)
X
Y
Interrogation
Strandedness





GGGTGCTATCCATTTCTCATGTTTT
149
 71
1751
Antisense






GGTGCTATCCATTTCTCATGTTTTC
228
 37
1782
Antisense





TACCAAGAAGCCTTTCCTGTAGCCT
630
505
1829
Antisense





GAAGCCTTTCCTGTAGCCTTCTGTA
472
 25
1835
Antisense





GCCTTCTGTAGGAATTCTTTTGGGG
175
175
1850
Antisense





TGAGGAAGCCAGGTCCACGGTCTGT
203
203
1878
Anjisense





CACTCCAAGATATGGACACACGGGA
133
 55
1924
Antisense





CTGGCAGAAGGGACTTCACGAAGTG
467
137
1953
Antisense





CTTCACGAAGTGTTGCATGGATGTT
390
 85
1966
Antisense





GATGTTTTAGCCATTGTTGGCTTTC
420
321
1985
Antisertse





GCCATTGTTGGCTTTCCCTTATCAA
208
 97
1994
Antisense





TGGCTTTCCCTTATCAAACTTGGGC
436
 15
2002
Antisense





TTCCCTTCTTGGTTTCCAAAGGCAT
335
405
2029
Antisense





TCCAAAGGCATTTTATTGCTTGAGT
204
341
2043
Antisense





TTGAGTTATATGTTCACTGTCCCCC
190
391
2062
Antisense





CTGTCTTGGCTTTCATGTTATTAAA
110
 67
2136
Antisense









Example 1
Gene Expression Profiling of MonoMac 6 Cells following Allergen Treatment

To elucidate how fast an activation of the cells stimulated with an allergen occurs, a time response study of mRNA levels in the cells was made. The optimal exposure time was decided and cells were exposed to three different allergens and one non allergenic protein after which gene expression analysis was made,


Results

Gene Expression Profiling of MonoMac 6 Cells following Allergen Treatment


The time response experiment was made to evaluate how fast the allergen affects the cells and an expression of allergen-related genes occur.


The number of cell cycles needed to get exponential expression of cGTP cyclohydrolas and IL-8 is shown in FIGS. 22 and 23, respectively. The fewer cell cycles needed to get an exponential expression of the gene the more RNA is present in the cell. An exposure time of 1 hour seams to be to short for the cell system to be stabilized and while neopterin (here represented by cGTP cyclohydrolas) has been shown to be a more interesting biomarker than IL-8, 6 hours was chosen to be the optimal exposure time.


Table 3 shows the number of regulated probe sets at different values of the fold change (fc) for each substance, following the filtrations described in materials and methods.









TABLE 3







Number of up regulated genes at different cut of values for fc.











fc

Aspergillus

Albumin
Substance A
Penicillin G














>2
94
4
16
4


>4
30
1
2
1


>6
24
0
0
0


>10
14
0
0
0









It is clear that cells exposed to aspergillus show a greater number of regulated genes than cells exposed to the other substances. The up regulation is also much stronger in aspergillus treated cultures compared to the other


The 14 probe sets that were up regulated more than 10 times in aspergillus where evaluated and their gene products function were examined. These 14 probe sets code fore ten different genes. These and the probe set up regulated more than 2 times in albumin, substance A and penicillin G were examined. The genes correlated to the probe set, known biological process the gene products are participating in and their molecular function can be seen for aspergillus, albumin, substance A and penicillin G treated cells in table 4, 5, 6 and 7 respectively









TABLE 4







The most up regulated genes with an fc above 10 in aspergillus treated cultures.












Systematic



Background

Aspergillus



Name
Description
Biologic process
Molecular function
mean value
vs ctrl fc















G1P2
interferon alpha-inducible
immune response; cell-cell signaling
protein binding
75.6
257.5 (probeset 2)



protein, virus induced


14.7
 47.2 (probeset 2)


OASL
interferon-induced protein
not known, immune response
nucleic acid binding; DNA binding;
18.9
118.0 (probeset 1)





double-stranded RNA binding;
8.0
 76.5 (probeset 2)





ATP binding; transferase activity;





thyroid hormone receptor binding


IFIT1
interferon-induced protein
not known, immune response
molecular function unknown
11.2
 82.4 (probeset1)






12.3
 13.1 (probeset 2)


TRIM22
interferon-induced protein,
protein ubiquitination, regulation of
ubiquitin-protein ligase activity; zinc
2.7
 76.0



antiviral function
transcription, DNA-dependent,
binding; transcription factor activity;




immune response, response to virus
transcription corepressor activity


IFI44L
interferon-induced protein


15.4
 70.9 (probset 1)







48.5 (probeset 2)


MX1
interferon-induced protein,
induction of apoptosis,
GTPase activity; GTP binding
28.2
 50.0



antiviral function
defense response, immune response,




signal transduction


RSAD2
interferon-induced protein,

catalytic activity; iron ion binding
1.7
 17.7



antiviral function


IFIT3
interferon-induced protein
not known, immune response
molecular function unknown
30.9
 16.9


IFITM1
interferon-induces protein
regulation of cell cycle, immune
receptor signaling protein activity
15.8
 16.8




response, cell surface receptor




linked signal transduction, negative




regulation of cell proliferation,




response to biotic stimulus


IFIT2
interferon-induced protein
not known, immune response
molecular function unknown
17.7
 14.2
















TABLE 5







The up regulated genes with fc above 2 in albumin treated cultures.












Systematic



Background
Albumin


Name
Description
Biologic process
Molecular function
mean value
vs ctrl. Fc















SPR
Sepiapterin
Tetrahydrobiopterin
Nitric-oxide synthas activity;
16.7
4.3



reductase
biosynthesis; metabolism
sepiapterin reductase-, electron





transport-, oxidoreductase activity


GNB2
Guanine nucleotide-
Signal transduction; G-protein
Signal transducer activity;
163.1
3.0



binding protein
coupled receptor protein
GTPase activity




signaling pathway


XK
Membrane transport
Transport; amino acid transport
Transporter activit; amino acid
29.4
3.0



protein XK, McLeod

transporter activity



syndrome-assosiated


IFITM3
Interferon-induced
Immune response; response
Biotic stimulus
92.1
2.7



transmembrane protein
to biotic stimulus
















TABLE 6







The up regulated genes with a fc above 2 in penicillin G treated cultures












Systematic



Background
Penicillin


Name
Description
Biologic process
Molecular function
mean value
vs ctrl fc















none
c 33.28 unnamed HERV-H


11.1
9.1



protein mRNA


IFITM3
Interferon-induced transmembrane
immune response;

92.1
3.3



protein
response to biotic stimulus


XK
Membrane transport protein XK,
transport; amino acid
transporter activity; amino
29.4
2.6



Mc Leod syndrome-associated
transport
acid transporter activity


GPR15
G protein-coupled receptor 15
G-protein coupled receptor
rhodopsin-like receptor acti
35.4
2.2




protein signaling pathway
G-protein coupled receptor





activity; purinergic nucleotide





receptor activity
















TABLE 7







The up regulated genes with a fc above 2 in substance A treated cultures












Systematic



Background
Substance A


Name
Description
Biologic process
Molecular function
mean value
vs ctrl fc















MT1G
clone IMAGE: 5185539


29.5
10.9


MT1B; MT1A
Metallothionein 1A
Biological process unknown
metal ion binding; copper ion binding;
136.1
4.4





zinc ion binding; cadmium ion binding


ADFP
Adiopose differentiation-


376.9
3.4



related protein (ADRP)


IL8
Interleukin 8 precursor
angiogenesis; inflammatory response;
cytokine activity; interleukin-8 receptor
97.4
3.3




immune response; intracellular
binding; protein binding; chemokine




signaling cascade; regulation of
activity




retroviral genome replication etc.


MT1E
Metallothionein 1E
Biological process unknown
copper ion binding; zinc ion binding;
355.3
2.9





cadmium ion binding; metal ion binding


none



184.1
2.8


MT1F
Metallothionein 1F
Biological process unknown
copper ion binding; zinc ion binding;
199.4
2.8





cadmium ion binding; metal ion binding


XK
Membrane transport
Transport; amino acid transport
transporter activity; amino acid
29.4
2.7



protein XK, McLeod

transporter activity



syndrome-associated



zinc transporter
ion transport


SERPINB2
Serin (or cystein)
Anti-apoptosis
serine-type endopeptidase inhibitor
142.7
2.4



proteinase inhibitor

activity; plasminogen activator activity


GNB2
Guanine nucleotide-
Signal transduction; G-protein
signal transducer activity; GTPase
163.1
2.4



binding protein
coupled receptor protein signaling
activity




pathway


MT1B
Metallothionein 1B
Biological process unknown
copper ion binding; zinc ion binding;
362
2.2





cadmium ion binding; metal ion binding


CD83
CD83 antigen (activated
Defense response; humoral immune

80.2
2.2



B lymphocytes,
response; signal transduction



immunoglobulin



superfamily)


TncRNA
Clone 137308


56.5
2.0









Notable is that all of the 10 genes that are most up regulated in aspergillus treated cultures are genes that have been shown to be interferon induced23;24;25;26;27.


The regulation of interferon's can be seen in Table 7, where most of them are down regulated.


Also notable is that five of the 16 genes up regulated more than two times in cell cultures treated with substance A are metallothioneins28;29.


None of the 10 gene products up regulated in aspergillus treated cultures more than 10 times are up regulated more than 2 times in cell cultures treated with either albumin, substance A or penicillin G. IFITM3 and XK are both up regulated more than 2 times in cell cultures treated with substance A, penicillin G and albumin but not in aspergillus.









TABLE 8







Regulation of different interferon's










Gene product
Fold change














IFN-α 1
1.2



IFN-α 2
−1.4



IFN-α 4
2.2



IFN-α 6
2.0



IFN-α 8
−1.2



IFN-α 10
−1.5



IFN-α 14
−1.8



IFN-α 16
−1.1



IFN-γ
−1.1



IFN-γ
1.5



IFN-γ
−1.4










Gene Expression

There was a considerably greater up regulation of specific genes in cell cultures exposed to aspergillus compared to cultures treated with albumin, penicillin G and substance A. None of the 10 most up regulated genes, fc between 14 and 257, found in aspergillus treated cultures had a fc >2 in the other cultures.


All the up regulated genes in cell cultures treated with aspergillus were classified as interferon induced. The question is how this response could have been induced? Have a production of interferon occurred or is the interferon induced genes up regulated without an interferon production? It also has to be questioned if this happens general for all allergens or if it is specific for aspergillus.


Monocytes have been shown to secrete high levels of IFN-α, and, to a lesser degree, other forms of type-I IFN. IFN-α has a number of fundamental roles in innate and adaptive responses to pathogens. An increased secretion of IFN-α,β during the early phase of viral infection is well known but can also occur due to several other stimuli, such as bacteria and cytokines30.


One possible scenario could be induction of interferon production due to similarities between aspergillus and viral capsid structures. If so, this would cause cells adjacent to the aspergillus presenting monocyte to initiate interferon production as in the case of a virus infection. Another possible mechanism could be that sequences of aspergillus, degraded and secreted from the cell, may have IFN-like structures able to bind IFN-receptors on the cells and induce IFN-regulated gene products. This may also be true for the non-degraded aspergillus protein. It could be questioned if all these reactions and responses are able to occur during six hours, as was the exposure time.


While aspergillus is a fungus the preparation of the fungal extract, that is not well characterized, could include some viral components. The activation of interferon can then be a response due to a viral affect in the aspergillus preparations31.


There are several examples of where the frequency of drug hypersensitivity is increased in the presence of a viral infection, for example is hypersensitivity reactions often observed by clinicians treating patients infected by human immunodeficiency virus (HIV)31;32. This correlation can be an indication of that allergenic compound and virus infections have some pathways in common, and may be interesting to further elucidate. Supporting this theory is that four of the ten genes induced by exposure to aspergillus have an antiviral function.


Contradict this discussion is that MxA, a gene highly expressed in the aspergillus treated cultures is a reliable index of the production of type-I IFNs33. However, PA is not dependent on any external stimuli such as viral infection, thus a production of interferon has probably occurred. Another factor that speak for the “production of interferon” theory is that some interferon genes are up regulated even if the majority of the genes are down regulated in cell cultures exposed to aspergillus. However, the up regulated interferon producing genes are capable of inducing the interferon induced genes.


The first step in the production of neopterin is activation of cyclohydrolase I that is induced by interferon, mostly IFN-γ but also high concentrations of IFN-α or IFN-β. If neopterin is a useful biomarker for allergenic proteins then other substances correlated with the interferon production may be biomarkers also correlated to the allergenic protein.


Is this activation of interferon inducible genes only a response to the aspergillus protein or could it be a common mechanism for all or most allergenic proteins? Further studies are needed to confirm such a relationship.


Five of the 16 up regulated genes, fc >2, in cell cultures exposed to substance A coded for several kinds of metallothioneins. In man, metallothioneins comprise a multigene family consisting of about 10-12 members containing about 30% cysteins amino acids28. Metallothioneins has been known for as long as about half a century, their precise physiological function is still under debate. Previously it has been shown that metallothioneins bind toxic metals, inhibiting the attack of free radicals and oxidative stress. The synthesis of these genes is induced by the metal ions to which they bind, i.e., Cd++, Zn++, Hg++, Cu++, Ag+ and Au+ or by treatment with glucocorticoids29. More recently, Maret and Callee34 concluded that the role of metallothioneins lies in the control of the cellular zinc distribution as a function of the energy state of the cell. Substance A does not contain any metal ions, thus the induction of these genes cannot be due to metal ions. The answer of why substande A induce up regulation of metallothioneins needs to be further elucidated, is it a universal mechanism for type IV allergens or an effect due to merely substance A.


Some of the backgrounds values for the genes up regulated in aspergillus treated cultures are very low. Up regulations from values to low to be truly estimated are unreliable and a100-fold up regulation may with Real Time PCR appear to be a 4 time up regulation.


With a comparison between two groups with Students t-test there will be probe sets with a p-value below the 5% level just by chance. Decreasing the level of significance accepted can reduce the numbers of false positive answers. Some of the false positive answers are excluded when a criteria of the fc is set while the fc and the p-value is closely correlated. There will still be false positive probe sets in the remaining list and therefore the results have to be confirmed by more specific methods, for example Real Time PCR.


CONCLUSION

The general up regulation of genes was more pronounced in cultures exposed to an allergenic proteins than to a non allergenic protein or to haptens.


All of the most up regulated genes in cultures exposed to allergenic protein were classified as interferon induced.


Many of the most up regulated genes in cells exposed to allergenic (type IV) hapten coded for metallothioneins.


REFERENCES



  • 1. Johansson L and Andersson B. Development of a Predictive In Vitro Test for identification of Allergens: Evaluation of 15 Well Documented Allergenic or Skin Irritating Compounds. Biovator—Biological Innovations Inc. Sweden. (1995).

  • 2. Goldsby R. A, K.T.J.O.B.A. Kuby Immunology. W.H. Freeman and company, New York (2000).

  • 3. Astwood J. D, L.J.N.a.F.R.L. Stability of food allergens to digestion in vitro. Nature Biotechnology 14, 1269-73 (1996).

  • 4. Marshall R. D. Glycoproteins. Annual Review of Biochemistry 41, 673-702 (1972).

  • 5. Merget R, S.J.W.R.F.H.K.U. et. al. Diagnostic tests in enzyme allergy. Journal of Allergy & Clinical Immunology 92, 264-277 (1993).

  • 6. Huby R. D. J, D.R.J.K.I. Why are some proteins allergens? Toxicological sciences 55, 235-246 (2000).

  • 7. Lepoittevin J-P, B.D.G.A.K.A.-T. Allergic Contact Dermatitis. The Molecular Basis. Springer-Verlag, Berlin, Heidelberg, New York (1998).

  • 8. Sinigaglia F. The Molecular Basis of Metal Recognition by T Cells. Journal of Investigative Dermatology 102, 398-401 (1994).

  • 9. S. G. O. Johansson, J.O.B.H.J.B.B.W. et. al. A revised nomenclature for allergy An EAACI position statement from the EAACI nomenclature task force. Allergy 56, 813-824 (2001).

  • 10. Goldsby R. A, K.T.J.O.B.A.K.J. Immunology. W.H. Freeman and Company, (2003).

  • 11. Holliday M R, C.E.S.S.B.D.D.R.K.I. Differential induction of cutaneous TNF-alpha and IL-6 by topically applied chemicals. American Journal of Contact Dermatitis 8, 158-164 (1997).

  • 12. Smith H. R, B.D.A.a.M.J.P. Irritant dermatitis, irritancy and its role in allergic contact derma. Clinical and Experimental Dermatology 27, 138-146 (2001).

  • 13. U.S. Department of Health and Human Services, Food and Drug Administration, and Center for Drug Evaluation and Research (CDER). Guidance for Industry Immunotoxicology Evaluation of Investigational New Drugs. 2002.

  • 14. Dean J H, T.L.E.T.R.R.S.D.M.H.D.G.a.S.W.S. ICCVAM evaluation of the murine local lymph node assay. II. Conclusions and recommendations of an indetendent scientific peer review panel. Regulatory Toxicology and Pharmacology 34, 258-273 (2001).

  • 15. Dearman R. J, B.D.A.a.K.I. Characterization of Chemical Allergens as a Function of Divergent Cytokine Secretion Profiles Induced in Mice. Toxicology and applied pharmacology 138, 308-316 (1996).

  • 16. Dearman R J, W.E.S.R.K.I. Cytokine fingerprinting of chemical allergens: species comparisons and statistical analyses. Food & Chemical Toxicology 40, 1881-92 (2002).

  • 17. Botham P. A. The validation of in vitro methods for skin irritation. Toxicology LEtters 149, 387-90 (2004).

  • 18. NOTOX Safety and Environmental Research. Acceptance of in vitro data. 2005.

  • 19. Benezra C, S.C.C.P.L.R.H.T.M.H.I. A Systematic Search for Structure-Activity Relationships of Skin Contact Sensitizers. The Journal of Investigative Dermatology 85, 351-356 (1985).

  • 20. Ziegler-Heitbrock H W, T.E.F.A.H.V.W.A.R.G. Establishment of a human cell line (Mono Mac &) with characteristics of mature monocytes. Int J Cancer 41 (3), 456-61 (1988).

  • 21. Ziegler-Heitbrock H. W et. al. Establishment of a human cell line (Mono Mac 6) with characteristic of mature monocytes. International Journal of cancer 41, 456-461 (1988).

  • 22. Läkemedelsindustriföreningen, LIF. 2005.

  • 23. Chin K-C and Cresswell P. Viperin (cig5), an IFN-inducible antiviral protein directly induced by human cytomegalovirus. PNAS 98, 15125-130 (2001).

  • 24. de Veer M. J, S. H. et. al. IFI60/ISG60/IFIT4, a new member of the human IFI54/IFIT2 family of interferon-stimulated genes. Genomics 54, 267-277 (1998).

  • 25. Deblandre G. A, M.O.P. et. al. Expression cloning of an interferon-inducible 17-kDa membrane protein implicated in the control of cell growth. The Journal of Biological Chemistry 270, 23860-66 (1995).

  • 26. Haller O and Kochs G. Interferon-induced Mx proteins: Dynamin-like GTPases with antiviral activity. Traffic 3, 710-717 (2002).

  • 27. Tissot C and Mechti N. Molecular cloning of an new interferon-induced factor that represses human immunodeficiency virus type 1 long terminal repeat expression. The Journal of Biological Chemistry 270, 14891-898 (1995).

  • 28. Henkel G and Krebs B. Metallothioneins: Zinc, Cadmium, Mercury, and Copper Thiolates and Selenolates Mimicking Protein Acrive Site Features—Structural Aspects and Biological Implications. Chem. Rev. 104, 801-824 (2004).

  • 29. Richards R, H.A.a.K.M. Structural and functional analysis of the human metallothionein-IA gene: Differential induction by metal ions and glucocortioids. Cell 37, 263-272 (1984).

  • 30. Lewis C. E, M.J.O.D. The Macrophage. Oxford University Press, Oxford University, United States (1992).

  • 31. Bayard P J, B.T.J.M. Drug hypersensitivity reactions and human immunodeficiency virus disease. Journal of Acquired Immune Deficiency Syndromes 5, 1237-57 (1992).

  • 32. Pirmohamed M, D. J. et. al. The danger hypothesis—potential role in idiosyncratic drug reactions. Toxicology 181-182, 55-63 (2002).

  • 33. Facchetti F, V.W.M.D.C.M. The plasmacytoid monocyte/interferon producing cells. Virchows Arch 443, 703-717 (2003).

  • 34. Maret W and Vallee B. L. ‘Thiolate ligands in metallothioneins confer redox activity on zinc clusters. Proceedings in the National Academy of Sciences of the United States of America 95, 3478-82 (1998).


Claims
  • 1. A process for in vitro evaluation of a potentially allergenic or tissue irritating substance, the process comprising: cultivating test cells in the presence of the potentially allergenic or tissue irritating substance; andmeasuring the presence of an up-regulated gene or an expression product of the up-regulated gene of the test cells, wherein Fe up-regulated gene or the expression product of the un-regulated gene is selected from the group consisting of G1P2, OASL, IFIT1, TRIM22, IFI44L, MXI, RSAD2, IFIT3, IFITM1, IFIT2, SPR, GNB2, XK, IFITM3, C 33.28 HERV-H protein mRNA, IFITM3, XK, GPR15, MT1G, MT1B; MT1A, ADFP, ILS, MT1E, MT1F, MT1H, SLC30A1, SERPINB2, CD83, and TncRNA.
  • 2. The process according to claim 1, wherein the up-regulated gene or the expression product of the up-regulated gene is selected from the group consisting of G1P2, OASL, IFIT1, TRIM22, IF144L, MXI, RSAD2, IFIT3, IFITM1, IFIT 2, and the presence of the up-regulated gene or the expression product of the up-regulated gene indicates that the substance is a Type I allergen.
  • 3. The process according to claim 1, wherein RNA, DNA, amino acids, peptides or proteins are measured.
  • 4. The process according to claim 1, wherein the test cells are selected from the group consisting of primary blood cells, whole blood, peripheral blood, lymphocytes, monocytes, and cells cultivated in vitro derived from blood cells or cell lines cultivated in vitro.
  • 5. The process according to claim 1, wherein the substance was serially diluted.
  • 6. The process according to claim 1, further comprising the step of measuring proliferation of the test cells.
  • 7. The process according to claim 1, wherein the up-regulated gene or the expression product of the up-regulated gene is correlated with interferon production and are an indication of class I immune response.
  • 8. The process according to claim 7, wherein the up-regulated gene or the expression product of the up-regulated gene is selected from the group consisting of G1P2, OASL, IFIT1, TRIM22, IFI44L, MXI, RSAD2, IFIT3, IFITM1 and IFIT2.
  • 9. The process according to claim 1, wherein the up-regulated gene or the expression product of the up-regulated gene is IL-8 and the presence of high levels of genes up-regulating IL-8 or of IL-8 is an indication of an allergenic response.
  • 10. The process according to claim 1, wherein the presence of genes up regulated by neopterin are measured, and wherein the presence of high levels of genes up regulated by neopterin is an indication of an allergenic response.
  • 11. The process according to claim 1, wherein genes up regulated by Aspergillus are selected as indication of class I immune response.
  • 12. An in vitro method of analyzing allergy or tissue irritation, the method comprising: detecting the presence of a expression product of a gene selected from the group consisting of G1P2, OASL, IFIT1, TRIM22, IFI44L, MXI, RSAD2, IFIT3, IFITM1, IFIT2, SPR, GNB2, XK, IFITM3, C 33.28 HERV-H protein mRNA, IFITM3, XK, GPR15, MT1G, MT1B; MT1A, ADFP, IL8, MT1E, MT1F, MT1H, SLC30A1, SERPINB2, CDS3, and TncRNA,wherein the presence of the expression product of the gene indicates allergy or tissue irritation.
  • 13. (canceled)
  • 14. A reagent kit comprising one or more probes, wherein the probes are capable of recognizing products produced during the expression of any of G1P2, OASL5 IFIT1, TRIM22, IFI44L, MXI5 RSAD2, IFIT3, IFITM15 IFIT2, SPR5 GNB2, XK5 IFITM3, C 33.28 HERV-H protein mRNA, IFITM3, XK5 GPR1P 5, MT1G, MTIB5MT1A, ADFP, IL8, MT1E, MT1F, MT1H, SLC30A1, SERPINB2, CD83, and TncRNA.
  • 15. The reagent kit according to claim 14, further comprising test cells.
  • 16. The process according to claim 1, wherein the up-regulated gene or the expression product of the up-regulated gene is selected from the group consisting of SPR, GNB2, XK, IFITM3, and the presence of the up-regulated gene or the expression product of the up-regulated gene indicates that the substance is a non-allergen.
  • 17. The process according to claim 1, wherein the up-regulated gene or the expression product of the up-regulated gene is selected from the group consisting of C 33.28 HERV-H protein mRNA, IFITM3, XK, GPR15, and the presence of the up-regulated gene or the expression product of the up-regulated gene indicates that the substance is a TYPE I/TV haptene.
  • 18. The process according to claim 1, wherein the up-regulated gene or the expression product of the up-regulated gene is selected from the group consisting of MT1G, MT1B; MT1A, ADFP, IL8, MT1E, MT1F, XK, IFITM3, MT1H, SLC30A1, SERPINB2, GNB2, MT1B, CD83, TncRNA, and the presence of the up-regulated gene or the expression product of the up-regulated gene indicates that the substance is a Type IV allergen.
Priority Claims (1)
Number Date Country Kind
0502047-4 Sep 2005 SE national
PCT Information
Filing Document Filing Date Country Kind 371c Date
PCT/SE2006/050336 9/14/2006 WO 00 3/14/2008
Provisional Applications (1)
Number Date Country
60596473 Sep 2005 US