Biomarker discovery using a comparative omics approach in a mouse model developing heterogeneous mammary cancer subtypes.
Identification of biomarkers for early breast cancer detection in blood is a challenging task, since breast cancer is a heterogeneous disease with a wide range of tumor subtypes. This is envisioned to result in differences in serum protein levels. The p53(R270H/+) WAPCre mouse model is unique in that these mice spontaneously develop both ER- and ER+ tumors, in proportions comparable to humans. Therefore, these mice provide a well-suited model system to identify human relevant biomarkers for early breast cancer detection that are additionally specific for different tumor subtypes. Mammary gland tumors were obtained from p53(R270H/+) WAPCre mice and cellular origin, ER, and HER2 status were characterized. We compared gene expression profiles for tumors with different characteristics versus control tissue, and determined genes differentially expressed across tumor subtypes. By using literature data (Gene Ontology, UniProt, and Human Plasma Proteome), we further identified protein candidate biomarkers for blood-based detection of breast cancer. Functional overrepresentation analysis (using Gene Ontology, MSigDB, BioGPS, Cancer GeneSigDB, and proteomics literature data) showed enrichment for several processes relevant for human breast cancer. Finally, Human Protein Atlas data were used to obtain a prioritized list of 16 potential biomarkers that should facilitate further studies on blood-based breast cancer detection in humans.
Laboratory for Health Protection Research (GBO), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands. Jeroen.Pennings@rivm.nl
Jeroen L A
JL
Pennings
Kirsten C G
KC
Van Dycke
Conny T M
CT
van Oostrom
Raoul V
RV
Kuiper
Wendy
W
Rodenburg
Annemieke
A
de Vries
D000818:Animals; D014408:Biomarkers, Tumor / Q000032:analysis / Q000097:blood / Q000235:genetics*; D001798:Blood Proteins / Q000032:analysis / Q000235:genetics; D001940:Breast / Q000378:metabolism* / Q000473:pathology; D001943:Breast Neoplasms / Q000097:blood* / Q000235:genetics* / Q000473:pathology; D005260:Female; D015972:Gene Expression Regulation, Neoplastic; D023281:Genomics / Q000379:methods*; D006801:Humans; D051379:Mice; D011506:Proteins / Q000032:analysis / Q000235:genetics*; D059467:Transcriptome / Q000379:methods
D014408:Biomarkers, Tumor; D001798:Blood Proteins; D011506:Proteins