Customized PCR-Array Analysis Informed by Gene-Chip Microarray and Biological Hypothesis Reveals Pathways Involved in Lung Inflammatory Response to Titanium Dioxide in Pregnancy

Validation of gene-chip microarray results is one of the challenges in genomic studies. The successful use of a custom-designed 96-well polymerase chain reaction (PCR) array to study the unexpected inflammatory effect of environmental titanium dioxide (TiO2) particles on the lungs of pregnant mice, with similar results not seen in control mice, is reported. In our approach, selection of candidate genes for the custom PCR array was informed by prior gene-chip microarray profiling. Results demonstrated multiple upregulation of genes in the lungs of pregnant but not control mice produced by TiO2 exposure. Customized PCR array is a flexible tool that offers the ability to combine the “blind” genome-wide scan with a hypothesis-driven approach, by including both the “candidate” genes for validation positively identified by the microarray and biologically relevant “suspects” that failed to be found in the genomic data. Compared to conventional gene-by-gene qPCR or manufacturer-preset pathway kits, this technique provides a cost-effective and time-saving method of analysis and allows for a strong, easily detectable signal. Genes with confirmed differential expression were further used for pathway analysis and indicated involvement in several biologically relevant pathways including allergy mediator signaling in dendritic cells. Finally, an analytical network was created that will inform further mechanistic studies. The dual purpose of the work was to demonstrate that the novel custom PCR array is a convenient approach to validate the microarray results, and to obtain biologically significant data on TiO2-induced inflammation by following the PCR array with pathway analysis, which provided feasible hypotheses to support future experimental studies.

[1]  M. Rajeevan,et al.  Copyright © American Society for Investigative Pathology and the Association for Molecular Pathology Validation of Array-Based Gene Expression Profiles by Real-Time (Kinetic) RT-PCR , 2022 .

[2]  M. Rajeevan,et al.  Use of real-time quantitative PCR to validate the results of cDNA array and differential display PCR technologies. , 2001, Methods.

[3]  Seung-Hyun Cho,et al.  Electrophilic and redox properties of diesel exhaust particles. , 2009, Environmental research.

[4]  S. Mocellin,et al.  Complementary techniques: validation of gene expression data by quantitative real time PCR. , 2007, Advances in experimental medicine and biology.

[5]  G. Caron,et al.  Histamine and prostaglandin E2 up‐regulate the production of Th2‐attracting chemokines (CCL17 and CCL22) and down‐regulate IFN‐γ‐induced CXCL10 production by immature human dendritic cells , 2006, Immunology.

[6]  Lester Kobzik,et al.  Pulmonary exposure to particles during pregnancy causes increased neonatal asthma susceptibility. , 2008, American journal of respiratory cell and molecular biology.

[7]  Manikandan Jayapal,et al.  DNA MICROARRAY TECHNOLOGY FOR TARGET IDENTIFICATION AND VALIDATION , 2006, Clinical and experimental pharmacology & physiology.

[8]  K. Donaldson,et al.  Increased inflammation and altered macrophage chemotactic responses caused by two ultrafine particle types , 2004, Occupational and Environmental Medicine.

[9]  S. Gaj,et al.  Validating nutrient-related gene expression changes from microarrays using RT2 PCR-arrays , 2008, Genes & Nutrition.

[10]  J. Schroeder Basophils beyond effector cells of allergic inflammation. , 2009, Advances in immunology.

[11]  M. Gwinn,et al.  Application of Oligonucleotide Microarray Technology to Toxic Occupational Exposures , 2008, Journal of toxicology and environmental health. Part A.

[12]  R. Buhl,et al.  Indoor Air Pollutants Stimulate Interleukin-8-Specific mRNA Expression and Protein Secretion of Alveolar Macrophages , 1999, Lung.

[13]  J. Schroeder,et al.  Basophils beyond effector cells of allergic inflammation. , 2009, Advances in immunology.

[14]  Choon-Sik Park,et al.  Titanium dioxide particle – induced goblet cell hyperplasia : association with mast cells and IL-13 , 2005, Respiratory research.

[15]  W. J. Brock,et al.  Comparative pulmonary toxicity inhalation and instillation studies with different TiO2 particle formulations: impact of surface treatments on particle toxicity. , 2005, Toxicological sciences : an official journal of the Society of Toxicology.

[16]  Choon-Sik Park,et al.  Interleukin-25 and interleukin-13 production by alveolar macrophages in response to particles. , 2005, American journal of respiratory cell and molecular biology.

[17]  A. Imrich,et al.  Air pollution particles diminish bacterial clearance in the primed lungs of mice. , 2007, Toxicology and applied pharmacology.