Proteogenomic integration reveals therapeutic targets in breast cancer xenografts.
Kuan-Lin HuangShunqiang LiPhilipp MertinsSong CaoHarsha P GunawardenaKelly V RugglesD R ManiKarl R ClauserMaki TaniokaJerry UsaryShyam M KavuriLing XieChristopher YoonJana W QiaoJohn WrobelMatthew A WyczalkowskiPetra Erdmann-GilmoreJacqueline E SniderJeremy HoogPurba SinghBeifung NiuZhanfang GuoSam Qiancheng SunSouzan SanatiEmily KawalerXuya WangAdam ScottKai YeMichael D McLellanMichael C WendlAnna MalovannayaJason M HeldMichael A GilletteDavid FenyöChristopher R KinsingerMehdi MesriHenry RodriguezSherri R DaviesCharles M PerouCynthia MaR Reid TownsendXian ChenSteven A CarrMatthew J EllisLi DingPublished in: Nature communications (2017)
Recent advances in mass spectrometry (MS) have enabled extensive analysis of cancer proteomes. Here, we employed quantitative proteomics to profile protein expression across 24 breast cancer patient-derived xenograft (PDX) models. Integrated proteogenomic analysis shows positive correlation between expression measurements from transcriptomic and proteomic analyses; further, gene expression-based intrinsic subtypes are largely re-capitulated using non-stromal protein markers. Proteogenomic analysis also validates a number of predicted genomic targets in multiple receptor tyrosine kinases. However, several protein/phosphoprotein events such as overexpression of AKT proteins and ARAF, BRAF, HSP90AB1 phosphosites are not readily explainable by genomic analysis, suggesting that druggable translational and/or post-translational regulatory events may be uniquely diagnosed by MS. Drug treatment experiments targeting HER2 and components of the PI3K pathway supported proteogenomic response predictions in seven xenograft models. Our study demonstrates that MS-based proteomics can identify therapeutic targets and highlights the potential of PDX drug response evaluation to annotate MS-based pathway activities.
Keyphrases
- mass spectrometry
- liquid chromatography
- gene expression
- gas chromatography
- multiple sclerosis
- high resolution
- high performance liquid chromatography
- ms ms
- capillary electrophoresis
- binding protein
- cell proliferation
- transcription factor
- poor prognosis
- protein protein
- signaling pathway
- papillary thyroid
- emergency department
- oxidative stress
- risk assessment
- single cell
- young adults
- drug delivery
- heat stress
- breast cancer risk
- data analysis
- squamous cell
- heat shock