A genomic biomarker signature can predict skin sensitizers using a cell-based in vitro alternative to animal tests.

BMC Genomics. 2011 Aug 8;12:399. doi: 10.1186/1471-2164-12-399.

Johansson H., Albrekt A.S., Lindstedt M., Borrebaeck C.A.K

Abstract

BACKGROUND:

Allergic contact dermatitis is an inflammatory skin disease that affects a significant proportion of the population. This disease is caused by an adverse immune response towards chemical haptens, and leads to a substantial economic burden for society. Current test of sensitizing chemicals rely on animal experimentation. New legislations on the registration and use of chemicals within pharmaceutical and cosmetic industries have stimulated significant research efforts to develop alternative, human cell-based assays for the prediction of sensitization. The aim is to replace animal experiments with in vitro tests displaying a higher predictive power.

RESULTS:

We have developed a novel cell-based assay for the prediction of sensitizing chemicals. By analyzing the transcriptome of the human cell line MUTZ-3 after 24 h stimulation, using 20 different sensitizing chemicals, 20 non-sensitizing chemicals and vehicle controls, we have identified a biomarker signature of 200 genes with potent discriminatory ability. Using a Support Vector Machine for supervised classification, the prediction performance of the assay revealed an area under the ROC curve of 0.98. In addition, categorizing the chemicals according to the LLNA assay, this gene signature could also predict sensitizing potency. The identified markers are involved in biological pathways with immunological relevant functions, which can shed light on the process of human sensitization.

CONCLUSIONS:

A gene signature predicting sensitization, using a human cell line in vitro, has been identified. This simple and robust cell-based assay has the potential to completely replace or drastically reduce the utilization of test systems based on experimental animals. Being based on human biology, the assay is proposed to be more accurate for predicting sensitization in humans, than the traditional animal-based tests.

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Functional and transcriptional profiling of MUTZ-3, a myeloid cell line acting as a model for dendritic cells

Immunology. 2006 Feb; 117(2): 156–166.

Larsson K., Lindstedt M., Borrebaeck C.A.K.

ABSTRACT

The incidence of allergy is steadily increasing, but the molecular mechanisms involved in the allergic immune response are still not fully understood. In particular, further investigations focusing on dendritic cells, which are central in orchestrating the immune response, are needed. The objective of this study was to investigate the ability of myeloid leukaemia-derived cell lines, such as KG-1, THP-1 and MUTZ-3, to serve as in vitro models for dendritic cells. The ability of these cell lines to mature into functional dendritic cells, expressing costimulatory molecules, was assessed by functional and transcriptional profiling and compared with that of monocyte-derived dendritic cells, which are now used as a standard source of dendritic cells. High-density microarray analysis was utilized to study the transcriptional activity and kinetics of activation of the differentiated MUTZ-3 cell line, in response to a cocktail of inflammatory cytokines. The data obtained clearly demonstrate that MUTZ-3 cells have the ability to induce antigen-independent proliferation in CD4+CD45RA+ T cells, whereas KG-1 and THP-1 only induced a marginal response. Furthermore, MUTZ-3 displayed the phenotypic and transcriptional profiles of immature dendritic cells, after differentiation with granulocyte–macrophage colony-stimulating factor and interleukin-4. Upon activation with inflammatory cytokines, MUTZ-3 matured phenotypically and exhibited a gene induction similar to that of monocyte-derived dendritic cells. This delineation of the cellular and transcriptional activity of MUTZ-3, in response to maturational stimuli, demonstrates the significance of this cell line as a model for functional studies of inflammatory responses.

Keywords: dendritic cells, myeloid cell line, high-density microarray, inflammation, allergy